{"id":41,"date":"2026-11-01T22:12:10","date_gmt":"2026-11-01T22:12:10","guid":{"rendered":"https:\/\/therisk.global\/ai-autonomous-systems\/?page_id=41"},"modified":"2026-11-01T22:12:10","modified_gmt":"2026-11-01T22:12:10","slug":"cybersecurity","status":"publish","type":"page","link":"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/","title":{"rendered":"Cybersecurity for AI systems"},"content":{"rendered":"\n<!-- Nexus network page \u00b7 https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/ \u00b7 source template \u00b7 generated by integrations\/wordpress\/network\/build.mjs, never edit this file --><script>window.nexusLiveStrings={\"label\":\"Load the live map\",\"note\":\"Imagery and feeds come from other services (NASA, USGS, OpenStreetMap) and load only when you ask.\"};<\/script><script>(function(){\"use strict\";var n=window,l=document,y=\"nexus.live-map\",$=\"nexus.live-map.reload\";if(n.NXLive){return}var E=[\/(^|\\.)gibs\\.earthdata\\.nasa\\.gov$\/i,\/(^|\\.)eonet\\.gsfc\\.nasa\\.gov$\/i,\/(^|\\.)power\\.larc\\.nasa\\.gov$\/i,\/(^|\\.)earthquake\\.usgs\\.gov$\/i,\/(^|\\.)open-meteo\\.com$\/i,\/(^|\\.)openfreemap\\.org$\/i,\/(^|\\.)openstreetmap\\.org$\/i,\/(^|\\.)cartocdn\\.com$\/i,\/(^|\\.)arcgisonline\\.com$\/i,\/(^|\\.)maplibre\\.org$\/i,\/(^|\\.)protomaps\\.com$\/i,\/(^|\\.)versatiles\\.org$\/i,\/(^|\\.)amazonaws\\.com$\/i,\/(^|\\.)raw\\.githubusercontent\\.com$\/i,\/(^|\\.)media\\.githubusercontent\\.com$\/i,\/(^|\\.)geoboundaries\\.org$\/i,\/(^|\\.)jsdelivr\\.net$\/i,\/(^|\\.)unpkg\\.com$\/i,\/(^|\\.)cdn[j]s\\.cloudflare\\.com$\/i,\/(^|\\.)googleapis\\.com$\/i,\/(^|\\.)gstatic\\.com$\/i];var C=[\/(^|\\.)amazonaws\\.com$\/i];var b=n.nexusLiveStrings?n.nexusLiveStrings:{};var A={label:b.label?b.label:\"Load the live map\",note:b.note?b.note:\"Imagery and feeds come from other services (NASA, USGS, OpenStreetMap) and load only when you ask.\"};var I=[\"experience\",\"external\",\"optional-content\",\"embeds\",\"media\"];var p=[],u=[],k=0;function j(){try{if(n.localStorage.getItem(y)===\"1\"){return true}}catch(e){}try{return n.sessionStorage.getItem(y)===\"1\"}catch(e){return false}}function S(){var e=n.nexusConsent;if(!e){return null}return typeof e.allows===\"function\"?e:null}function z(){var e=n.nexusConsent;if(!e){return false}if(typeof e.granted!==\"function\"){return false}for(var t=0;t<I.length;t++){try{if(e.granted(I[t])){return true}}catch(r){}}return false}function d(e){var t=S();if(t){try{return t.allows(e?e:\"maps\")===true}catch(r){return false}}return j()?true:z()}function D(e){try{var t=e?typeof e===\"string\"?e:e.url?e.url:e.href?e.href:String(e):\"\";var r=new URL(t,l.baseURI);if(r.protocol!==\"http:\"){if(r.protocol!==\"https:\"){return\"\"}}return r.origin===n.location.origin?\"\":r.hostname}catch(o){return\"\"}}function X(e){for(var t=0;t<C.length;t++){if(C[t].test(e)){return\"globe\"}}return\"maps\"}function f(e){var t=D(e);if(!t){return false}var r=false;for(var o=0;o<E.length;o++){if(E[o].test(t)){r=true;break}}if(!r){return false}if(d(X(t))){return false}k++;return true}var w=0;function c(){if(w){return}w=setTimeout(function(){w=0;L()},250)}function v(e){setTimeout(function(){try{e.dispatchEvent(new Event(\"error\"))}catch(t){}},0)}var N=n.fetch;if(N){n.fetch=function(e){if(f(e)){c();return Promise.reject(new TypeError(\"Blocked until the live map is loaded\"))}return N.apply(this,arguments)}}var g=n.XMLHttpRequest?n.XMLHttpRequest.prototype:null;if(g){var K=g.open,_=g.send;g.open=function(e,t){this.__nxLiveUrl=t;return K.apply(this,arguments)};g.send=function(){if(f(this.__nxLiveUrl)){c();v(this);return}return _.apply(this,arguments)}}var h=n.HTMLImageElement?Object.getOwnPropertyDescriptor(n.HTMLImageElement.prototype,\"src\"):null;if(h){if(h.set){Object.defineProperty(n.HTMLImageElement.prototype,\"src\",{configurable:true,enumerable:h.enumerable,get:h.get,set:function(e){if(f(e)){c();v(this);return}h.set.call(this,e)}})}}var O=n.Element?n.Element.prototype.setAttribute:null;if(O){n.Element.prototype.setAttribute=function(e,t){if(e===\"src\"){if(this.tagName===\"IMG\"){if(f(t)){c();v(this);return}}}return O.apply(this,arguments)}}function M(e){if(!e){return false}if(e.tagName===\"SCRIPT\"){return f(e.src)}if(e.tagName===\"LINK\"){return f(e.href)}return false}if(n.Node){var G=n.Node.prototype.appendChild,Y=n.Node.prototype.insertBefore;n.Node.prototype.appendChild=function(e){if(M(e)){c();v(e);return e}return G.apply(this,arguments)};n.Node.prototype.insertBefore=function(e){if(M(e)){c();v(e);return e}return Y.apply(this,arguments)}}var R='[data-nx-map=\"ctx-field\"],[data-nx-le],[data-nx-eo],[data-grx-globe],[data-grx-obs],.nx-sb[data-nx-sb]';function T(){var e=[l];var t=l.querySelectorAll(\"*\");for(var r=0;r<t.length;r++){if(t[r].shadowRoot){e.push(t[r].shadowRoot)}}return e}function B(){var e=S();if(e){if(typeof e.enable===\"function\"){try{e.enable(\"maps\",\"site\")}catch(t){}try{e.enable(\"globe\",\"site\")}catch(t){}m();return}}try{n.localStorage.setItem(y,\"1\")}catch(t){try{n.sessionStorage.setItem(y,\"1\")}catch(r){}}m()}function F(e,t){var r=e.createElement(\"button\");r.type=\"button\";r.textContent=A.label;r.setAttribute(\"style\",\"pointer-events:auto;min-height:44px;min-width:44px;padding:0 18px;cursor:pointer;font:inherit;font-weight:600;font-size:14px;line-height:1.2;border-radius:2px;border:1px solid var(--nx-border-strong,#8a8a8a);background:var(--nx-text-primary,#111);color:var(--nx-bg-canvas,#fff)\");var o=\"nx-live-note-\"+Math.floor(Math.random()*1e9);r.setAttribute(\"aria-describedby\",o);r.addEventListener(\"click\",B);r.addEventListener(\"focus\",function(){r.style.outline=\"2px solid var(--nx-focus,#4c9aff)\";r.style.outlineOffset=\"2px\"});r.addEventListener(\"blur\",function(){r.style.outline=\"\"});var a=e.createElement(\"span\");a.id=o;a.textContent=A.note;a.setAttribute(\"style\",\"pointer-events:none;font-size:12px;line-height:1.4;padding:3px 7px;border-radius:2px;background:var(--nx-bg-canvas,#fff);color:var(--nx-text-secondary,#333);border:1px solid var(--nx-border-hairline,#bbb);max-width:34em\");t.appendChild(r);t.appendChild(a)}function W(e){var t=e.ownerDocument;var r=t.createElement(\"div\");r.className=\"nx-live-gate\";r.setAttribute(\"style\",\"position:absolute;inset-block-start:10px;inset-inline-start:10px;z-index:6;display:flex;flex-direction:column;align-items:flex-start;gap:6px;max-width:calc(100% - 20px);pointer-events:none;font:inherit\");var o=S();var a=false;if(o){if(typeof o.placeholder===\"function\"){try{var s=t.createElement(\"div\");s.setAttribute(\"style\",\"pointer-events:auto\");r.appendChild(s);o.placeholder(s,\"maps\");a=s.childNodes.length>0;if(!a){r.removeChild(s)}}catch(i){a=false}}}if(!a){F(t,r)}return r}function L(){if(d(\"maps\")){return}var e=T();for(var t=0;t<e.length;t++){var r=e[t].querySelectorAll(R);for(var o=0;o<r.length;o++){var a=r[o];if(a.getAttribute(\"data-nx-live-gate\")){continue}if(a.closest(\".nx-live-gate\")){continue}var s=a.getBoundingClientRect();if(s.width<120){continue}var i=a.querySelector(\".le-stage,.eo-stage\");if(!i){if(a.hasAttribute(\"data-nx-le\")||a.hasAttribute(\"data-nx-eo\")){continue}i=a}a.setAttribute(\"data-nx-live-gate\",\"1\");var H=n.getComputedStyle(i);if(H.position===\"static\"){i.style.position=\"relative\"}var U=W(i);i.appendChild(U);u.push({host:a,wrap:U,stage:i})}}J()}function J(){for(var e=0;e<u.length;e++){var t=u[e].stage,r=t?t.querySelector(\".nx-wm-presets\"):null;var o=r?r.getBoundingClientRect():null;if(o?o.height>0:false){var a=Math.round(o.bottom-t.getBoundingClientRect().top+8)+\"px\";if(u[e].wrap.style.insetBlockStart!==a){u[e].wrap.style.insetBlockStart=a}}}}function Q(){for(var e=0;e<u.length;e++){try{u[e].wrap.remove()}catch(t){}try{u[e].host.removeAttribute(\"data-nx-live-gate\")}catch(t){}}u=[]}function V(e,t,r){p.push({name:e,selector:t,fn:r});if(x){try{r(\"on\")}catch(o){}}}function Z(e){for(var t=0;t<p.length;t++){try{p[t].fn(e)}catch(r){}}}function ee(){var e=[],t=T();for(var r=0;r<t.length;r++){var o=t[r].querySelectorAll(R);for(var a=0;a<o.length;a++){var s=false;for(var i=0;i<p.length;i++){try{if(o[a].matches(p[i].selector)){s=true;break}}catch(H){}}if(!s){e.push(o[a])}}}return e}function te(e){if(k===0){return}if(ee().length===0){return}var t=e?\"on\":\"off\";try{if(n.sessionStorage.getItem($)===t){return}n.sessionStorage.setItem($,t)}catch(r){return}n.location.reload()}var x=d(\"maps\");function m(){var e=d(\"maps\");if(e===x){if(!e){c()}return}x=e;if(e){Q()}Z(e?\"on\":\"off\");if(!e){c()}try{l.dispatchEvent(new CustomEvent(\"nexus:live-map\",{detail:{granted:e}}))}catch(t){}te(e)}function q(){L();if(n.MutationObserver){var e=new n.MutationObserver(function(){if(x){return}c()});e.observe(l.documentElement,{childList:true,subtree:true});setTimeout(function(){e.disconnect()},2e4)}}if(l.readyState===\"loading\"){l.addEventListener(\"DOMContentLoaded\",q)}else{q()}n.addEventListener(\"load\",function(){setTimeout(L,400)});l.addEventListener(\"nexus-consent:ready\",m);l.addEventListener(\"nexus-consent:change\",m);var P=0;var re=setInterval(function(){P++;m();if(P>40){clearInterval(re)}},400);n.NXLive={allowed:d,blocked:f,grant:B,register:V,hosts:E.length}})();<\/script><style>.pix-dark-mode-switch, .bx-color-mode-toggle, .color-switcher, .page-headline { display: none !important; }<\/style><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-fig-engine\" data-nx-run=\"fig\" data-nx-src=\"nexus-embed-fig.e0043d1c48f4.js\" data-nx-sri=\"sha256-4AQ9HEj0t7DeCXoXRqlCRLwincTWj8Q0KfAo+eCw1Xc=\"><\/script><script data-digest=\"1HDcdXHFCxvm20tlR9FHTN8XvrJhNFlbW03tKxwWJ8I=\" type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-es-load\" data-nx-run=\"estates\">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<\/script><script type=\"application\/json\" class=\"_iub_cs_skip\" id=\"nxe-assets\">{\"nxe-es-code\":{\"f\":\"es-code.d470dc7571c5.txt\",\"s\":\"sha256-1HDcdXHFCxvm20tlR9FHTN8XvrJhNFlbW03tKxwWJ8I=\",\"a\":\"\"},\"nxe-gl-base-od\":{\"f\":\"gl-base-od.e0622a96e899.txt\",\"s\":\"sha256-4GIqluiZJntyAGfMYGNoAXwwxMKhdab+7YEFBoLlZ5o=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-map-context\":{\"f\":\"map-context.a965226720a1.txt\",\"s\":\"sha256-qWUiZyChbKiTtLWpFCZROVpB5QISXNBKfepOJ+zOkWA=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-map-pool\":{\"f\":\"map-pool.c31dae84875a.txt\",\"s\":\"sha256-wx2uhIda8fEz4BK1sUQO7edPcs22Bvn4FE0NpYLDyEo=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-ml-src-code\":{\"f\":\"ml-src-code.5a99eb24c979.txt\",\"s\":\"sha256-WpnrJMl5+Rt6GCPchYzz9V8Fw\/mt0BVdtedF3t\/o0+o=\",\"a\":\"\"},\"nxe-xt-code\":{\"f\":\"xt-code.371023489e89.txt\",\"s\":\"sha256-NxAjSJ6JoGGZsXu22d+kvA4nR9AJ6Njy+\/Xy2FIyELw=\",\"a\":\"\"}}<\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-mount\" data-nx-run=\"mount\">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<\/script><script class=\"_iub_cs_skip\" id=\"nxe-boot\" data-od=\"NxAjSJ6JoGGZsXu22d+kvA4nR9AJ6Njy+\/Xy2FIyELw=\">if(typeof window.__nxStill!==\"function\")window.__nxStill=function(){try{if(document.documentElement.hasAttribute(\"data-nx-still\"))return true;if(document.body?\/(?:^|\\s)mdp-readabler-stop-animations(?:\\s|$)\/.test(document.body.className):false)return true;var g=JSON.parse(window.localStorage.getItem(\"readabler\")||\"{}\");return g?g.stopAnimations===true||g.stopAnimations===\"true\"||g.stopAnimations===1:false}catch(G){return false}};(function(){function g(e,a){var f=atob(e),s=new Uint8Array(f.length),r;for(r=0;r< f.length;r++){s[r]=f.charCodeAt(r)}var o=0,i=0,u=0,n=new Uint8Array(Math.max(1024,s.length*6)),t=0;var c=[3,4,5,6,7,8,9,10,11,13,15,17,19,23,27,31,35,43,51,59,67,83,99,115,131,163,195,227,258];var d=[0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5,5,5,5,0];var m=[1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577];var y=[0,0,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13];var ct=[16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15];function b(w){while(u< w){if(o>=s.length){throw new Error(\"nx-inflate: truncated\")}i|=s[o++]<< u;u+=8}var h=i%(1<< w);i>>>=w;u-=w;return h}function S(w,h,A){var v=new Uint16Array(16),_=new Uint16Array(16),p=new Uint16Array(A),x;for(x=0;x< A;x++){v[w[h+x]]++}v[0]=0;for(x=1;x<16;x++){_[x]=_[x-1]+v[x-1]}for(x=0;x< A;x++){if(w[h+x]){p[_[w[h+x]]++]=x}}return{count:v,sym:p}}function X(w){var h=0,A=0,v=0,_,p;for(_=1;_<16;_++){h|=b(1);p=w.count[_];if(h-p< A){return w.sym[v+(h-A)]}v+=p;A+=p;A<<=1;h<<=1}throw new Error(\"nx-inflate: bad code\")}function B(w){if(t+w<=n.length){return}var h=new Uint8Array(Math.max(n.length*2,t+w));h.set(n.subarray(0,t));n=h}var j=null,W=null,Y=0;while(!Y){Y=b(1);var q=b(2),J,H;if(q===0){i=0;u=0;var D=s[o]|s[o+1]<<8;o+=4;B(D);n.set(s.subarray(o,o+D),t);t+=D;o+=D;continue}if(q===1){if(!j){var Z=new Uint8Array(288),k=new Uint8Array(30);for(r=0;r<288;r++){Z[r]=r<144?8:r<256?9:r<280?7:8}for(r=0;r<30;r++){k[r]=5}j=S(Z,0,288);W=S(k,0,30)}J=j;H=W}else if(q===2){var F=b(5)+257,tt=b(5)+1,dt=b(4)+4,N=new Uint8Array(320),nt=new Uint8Array(19);for(r=0;r< dt;r++){nt[ct[r]]=b(3)}var lt=S(nt,0,19),U=0;while(U< F+tt){var O=X(lt),R=0,et=0;if(O<16){N[U++]=O;continue}if(O===16){if(!U){throw new Error(\"nx-inflate: bad repeat\")}et=N[U-1];R=3+b(2)}else if(O===17){R=3+b(3)}else{R=11+b(7)}while(R--){N[U++]=et}}J=S(N,0,F);H=S(N,F,tt)}else{throw new Error(\"nx-inflate: bad block\")}for(;;){var E=X(J);if(E<256){B(1);n[t++]=E;continue}if(E===256){break}E-=257;var rt=c[E]+b(d[E]),at=X(H),it=m[at]+b(y[at]);if(it>t){throw new Error(\"nx-inflate: bad distance\")}B(rt);for(var ot=0;ot< rt;ot++){n[t]=n[t-it];t++}}}return a?n.subarray(0,t):new TextDecoder(\"utf-8\").decode(n.subarray(0,t))}if(typeof window.__nxInflate!==\"function\"){window.__nxInflate=g}function G(e){var a=g(e,true),f=a[0]|a[1]<<8|a[2]<<16|a[3]<<24;var s=a.subarray(4+f);function r(o,i){var u=\"\",n=s.subarray(o,o+i);for(var t=0;i>t;t+=8192){u+=String.fromCharCode.apply(null,n.subarray(t,t+8192))}return btoa(u)}return JSON.parse(new TextDecoder(\"utf-8\").decode(a.subarray(4,4+f)),function(o,i){return i?i.$b?r(i.$b[0],i.$b[1]):i:i})}if(typeof window.__nxUnpack!==\"function\"){window.__nxUnpack=G}if(typeof window.__nxLate!==\"function\"){window.__nxLate=function(e,a){if(document.readyState!==\"loading\"){return null}if(!document.querySelector('template[data-nx-libs-last~=\"'+e+'\"]')){return null}return new Promise(function(f,s){document.addEventListener(\"DOMContentLoaded\",function(){var r=a();if(r){f(r)}else{s(new Error(\"nx-late: \"+e))}},{once:true})})}}if(typeof window.__nxAsset!==\"function\"){var I={};window.__nxAsset=function(e,a){if(I[e]){return I[e]}var f=document.getElementById(\"nxe-boot\"),s=[],r=window.NX_ASSET_BASE,o=f?f.getAttribute(\"data-nx-asset-base\"):\"\";if(r){s.push(String(r))}if(o){s.push(o)}s.push(\"\/wp-content\/uploads\/nexus-assets\/\");function i(t){if(!a){return t}return crypto.subtle.digest(\"SHA-256\",new TextEncoder().encode(t)).then(function(c){if(\"sha256-\"+btoa(String.fromCharCode.apply(null,new Uint8Array(c)))!==a){throw new Error(\"nx-asset: integrity\")}return t})}function u(t){if(t>=s.length){return Promise.reject(new Error(\"nx-asset: \"+e))}var c=s[t].charAt(s[t].length-1)===\"\/\"?s[t]:s[t]+\"\/\";return fetch(c+e,{credentials:\"omit\"}).then(function(d){if(!d.ok){throw new Error(\"nx-asset: \"+d.status)}return d.text()}).then(i).then(null,function(){return u(t+1)})}var n=u(0);I[e]=n;n.then(null,function(){delete I[e]});return n}}if(typeof window.__nxText!==\"function\"){window.__nxText=function(e){if(!e){return Promise.reject(new Error(\"nx-text: none\"))}var a=e.getAttribute(\"data-nx-asset\");if(a?!e.textContent:false){return window.__nxAsset(a,e.getAttribute(\"data-nx-sri\")||\"\")}return Promise.resolve(e.textContent)}}function ut(e){var a=e.getAttribute(\"data-nx-asset\");if(a?!e.textContent:false){return window.__nxAsset(a,e.getAttribute(\"data-nx-sri\")||\"\").then(function(n){return window.__nxInflate(n)})}var f=e.getAttribute(\"data-nx-src\");if(f?!e.textContent:false){var s=window.NX_RUNTIME||{},r=s.base||window.NX_RUNTIME_BASE||\"\",o=(s.files||{})[f.replace(\/\\.[0-9a-f]{12}(\\.js)$\/,\"$1\")]||null,i=[];if(r){i.push([r+f,e.getAttribute(\"data-nx-sri\")||\"\"])}if(o?!!o.url:false){i.push([o.url,o.sri||\"\"])}var u=function(n){if(n>=i.length){return Promise.reject(new Error(\"nx-lazy: \"+f))}var t={credentials:\"same-origin\"};if(i[n][1]){t.integrity=i[n][1]}return fetch(i[n][0],t).then(function(c){if(!c.ok){throw new Error(\"nx-lazy: \"+c.status)}return c.text()}).then(null,function(){return u(n+1)})};return u(0)}return Promise.resolve(window.__nxInflate(e.textContent))}function st(e){var a=e[0].getAttribute(\"data-nx-on-sight\")||\"[data-nx-map]\",f=null,s=false;function r(){if(s){return}s=true;if(f){f.disconnect()}var i=document.querySelectorAll(\"script[data-nx-on-sight][data-nx-asset]:not([data-nx-run])\"),u=[];for(var n=0;n!==i.length;n++){(function(t){if(t.textContent){return}u.push(window.__nxAsset(t.getAttribute(\"data-nx-asset\"),t.getAttribute(\"data-nx-sri\")||\"\").then(function(c){t.textContent=c;t.removeAttribute(\"data-nx-asset\")},function(){t.setAttribute(\"data-nx-ran\",\"failed\")}))})(i[n])}Promise.all(u.concat(e.map(function(t){return ut(t).then(null,function(){return null})}))).then(function(t){var c=t.slice(u.length);for(var d=0;d!==e.length;d++){if(c[d]===null){e[d].setAttribute(\"data-nx-ran\",\"failed\");continue}var m=document.createElement(\"script\");m.className=\"_iub_cs_skip\";m.setAttribute(\"data-nx-runtime\",e[d].getAttribute(\"data-nx-run\"));m.textContent=c[d];(document.head||document.documentElement).appendChild(m);e[d].setAttribute(\"data-nx-ran\",\"true\")}try{document.dispatchEvent(new CustomEvent(\"nexus:lazy-ready\"))}catch(y){}})}function o(){if(s){return}var i=[document],u=document.querySelectorAll(\".nxe-host\"),n=[],t,c;for(t=0;t!==u.length;t++){if(u[t].shadowRoot){i.push(u[t].shadowRoot)}}for(t=0;t!==i.length;t++){c=i[t].querySelectorAll(a);for(var d=0;d!==c.length;d++){n.push(c[d])}}if(!n.length){return}if(!window.IntersectionObserver){r();return}f=f||new IntersectionObserver(function(m){for(var y=0;y!==m.length;y++){if(m[y].isIntersecting){r();return}}},{rootMargin:\"800px 0px 800px 0px\"});for(t=0;t!==n.length;t++){if(!n[t].__nxLazySeen){n[t].__nxLazySeen=true;f.observe(n[t])}}}document.addEventListener(\"DOMContentLoaded\",o);document.addEventListener(\"nexus:runtime-ready\",o);window.addEventListener(\"load\",o);setTimeout(o,0)}var K=document.querySelectorAll(\"script[data-nx-run]\"),C=[],$=[];for(var z=0;z< K.length;z++){var l=K[z];if(l.hasAttribute(\"data-nx-ran\")){continue}if(l.hasAttribute(\"data-nx-on-sight\")){l.setAttribute(\"data-nx-ran\",\"waiting\");$.push(l);continue}if(l.hasAttribute(\"data-nx-src\")?!l.textContent:false){l.setAttribute(\"data-nx-ran\",\"loading\");C.push(l);continue}if(l.hasAttribute(\"data-nx-asset\")?!l.textContent:false){l.setAttribute(\"data-nx-ran\",\"loading\");C.push(l);continue}l.setAttribute(\"data-nx-ran\",\"true\");try{var L=document.createElement(\"script\");L.className=\"_iub_cs_skip\";L.setAttribute(\"data-nx-runtime\",l.getAttribute(\"data-nx-run\"));L.textContent=window.__nxInflate(l.textContent);(document.head||document.documentElement).appendChild(L)}catch(e){l.setAttribute(\"data-nx-ran\",\"failed\")}}if($.length){st($)}if(!C.length){return}var Q=window.NX_RUNTIME||{},V=Q.base||window.NX_RUNTIME_BASE||\"\",T=window.__nxMount,P=[];if(typeof T===\"function\"){window.__nxMount=function(e){P.push(e)}}function ft(){if(typeof T===\"function\"){window.__nxMount=T;for(var e=0;e< P.length;e++){try{T(P[e])}catch(a){}}}try{document.dispatchEvent(new CustomEvent(\"nexus:runtime-ready\"))}catch(a){}}function M(e){if(e>=C.length){ft();return}var a=C[e],f=a.getAttribute(\"data-nx-src\")||\"\",s=Q.files||{},r=[];if(a.hasAttribute(\"data-nx-asset\")){window.__nxAsset(a.getAttribute(\"data-nx-asset\"),a.getAttribute(\"data-nx-sri\")||\"\").then(function(u){var n=document.createElement(\"script\");n.className=\"_iub_cs_skip\";n.setAttribute(\"data-nx-runtime\",a.getAttribute(\"data-nx-run\"));n.textContent=window.__nxInflate(u);(document.head||document.documentElement).appendChild(n);a.setAttribute(\"data-nx-ran\",\"true\")}).then(null,function(){a.setAttribute(\"data-nx-ran\",\"failed\")}).then(function(){M(e+1)});return}var o=s[f.replace(\/\\.[0-9a-f]{12}(\\.js)$\/,\"$1\")]||null;if(V){r.push([V+f,a.getAttribute(\"data-nx-sri\")||\"\"])}if(o?!!o.url:false){r.push([o.url,o.sri||\"\"])}function i(u){if(u>=r.length){a.setAttribute(\"data-nx-ran\",\"failed\");M(e+1);return}var n=document.createElement(\"script\");n.className=\"_iub_cs_skip\";n.setAttribute(\"data-nx-runtime\",a.getAttribute(\"data-nx-run\"));if(r[u][1]){n.integrity=r[u][1]}n.onload=function(){a.setAttribute(\"data-nx-ran\",\"true\");M(e+1)};n.onerror=function(){if(n.parentNode){n.parentNode.removeChild(n)}i(u+1)};n.src=r[u][0];(document.head||document.documentElement).appendChild(n)}i(0)}M(0)})();<\/script><div class=\"nxe-host\" data-nxe-embed=\"n-g-p08-stem-cybersecurity\"><div class=\"nxe\" id=\"nxe-n16yl51u\" data-inst=\"gcri\" data-theme=\"dark\" data-grammar=\"atlas\" data-domain=\"project\" data-arche=\"method\" data-density=\"compact\" lang=\"en\" data-nx-css=\"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\"><style>#nxe-n16yl51u.nxe{display:block;box-sizing:border-box;max-width:1180px;margin:0 auto;padding:0 16px;font-family:ui-sans-serif,system-ui,-apple-system,\"Segoe UI\",sans-serif;line-height:1.55;overflow-wrap:break-word}#nxe-n16yl51u.nxe :where(*,*::before,*::after){box-sizing:inherit}#nxe-n16yl51u.nxe :where(section,header,footer,nav,aside){display:block;margin:0 0 32px}#nxe-n16yl51u.nxe :where(h1,h2,h3,h4){line-height:1.2;margin:24px 0 12px;font-weight:600}#nxe-n16yl51u.nxe :where(p,ul,ol,dl,table,figure,details){margin:0 0 16px}#nxe-n16yl51u.nxe :where(ul,ol){padding-left:20px}#nxe-n16yl51u.nxe a{color:inherit;text-decoration:underline;text-underline-offset:2px}#nxe-n16yl51u.nxe table{border-collapse:collapse;width:100%;display:block;overflow-x:auto}#nxe-n16yl51u.nxe :where(th,td){padding:6px 8px;text-align:left;vertical-align:top;border-bottom:1px solid;border-color:inherit}#nxe-n16yl51u.nxe svg{display:none}#nxe-n16yl51u.nxe svg.nx-i{display:inline-block;width:18px;height:18px;vertical-align:-3px}#nxe-n16yl51u.nxe :where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n16yl51u.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-scene nx-es-scene\" data-scene=\"text\" data-ground=\"none\" data-es-org=\"gcri\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Centre for Risk and Innovation\">GCRI<\/abbr> \u00b7 Artificial Intelligence and Autonomous Systems<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Cybersecurity for AI systems<\/h1><p class=\"nx-scene-lede\">Cybersecurity and cryptography protect AI <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a> and the data they use. In this field the focus is threats specific to AI, such as prompt injection, poisoning and <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h96\" data-tc=\"NHS-1 tech.ai-security.model-weight-theft\" data-tk=\"Frontier and exponential technology \u00b7 AI security and model supply chain\" data-td=\"Stealing the trained parameters of a highly capable model, letting hostile states or criminals run it without safeguards, remove its protections and turn it to attacks or weapons work.\" data-ts=\"NRS-H96\" data-tr=\"draft\">model theft<\/a>, alongside conventional security of the software and infrastructure around models.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/write-to-us\/contact\/\">Make an enquiry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/\">Back to STEM foundation of Artificial Intelligence and Autonomous Systems<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Register<\/span><\/div><h2 id=\"nx-s-1\" class=\"nx-section-title\">Cybersecurity for AI systems on the record.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"workbench\"><div class=\"nx-hero-panel\"><div class=\"nx-register\"><div class=\"nx-register-head\"><span class=\"nx-eyebrow\"><strong>Method record<\/strong><\/span><span class=\"nx-eyebrow\">STEM method<\/span><\/div><ol class=\"nx-register-rows\"><li><div><span class=\"nx-register-k\">Method<\/span><span class=\"nx-register-v\">Cybersecurity and cryptography<\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Steward<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/cyber-digital-resilience\/\">Cybersecurity and Digital Resilience<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Applied in<\/span><span class=\"nx-register-v\">Artificial Intelligence and Autonomous <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">Systems<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Data<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-data\">3 inputs<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Checks<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-checks\">3 validation steps<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Canonical page<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/technology\/cybersecurity\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-1\" data-hue=\"infrastructure\" aria-label=\"Application, Monitor, Data, Simulator\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Application, Monitor, Data, Simulator\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-1\" aria-controls=\"nx-sec-application\" aria-selected=\"true\" data-key=\"p1\">Application<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-2\" aria-controls=\"nx-s-3-sec\" aria-selected=\"false\" data-key=\"p2\">Monitor<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-3\" aria-controls=\"nx-sec-data\" aria-selected=\"false\" data-key=\"p3\">Data<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-4\" aria-controls=\"nx-sec-instrument\" aria-selected=\"false\" data-key=\"p4\">Simulator<\/button><\/div><section id=\"nx-sec-application\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" aria-labelledby=\"nx-s-2\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Application<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">What cybersecurity and cryptography does here.<\/h2><p class=\"nx-lede\">Cybersecurity and cryptography protect information <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a> and data from unauthorised access, disruption and manipulation. They address threats that can spread rapidly across interconnected digital and physical systems. In artificial intelligence and data and compute, cybersecurity analysis identifies how a single compromise can propagate across sectors that share software, vendors or networks. It informs resilience requirements and cyber insurance. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/technology\/cybersecurity\/\">the STEM Commons<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-cols\"><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect width=\"18\" height=\"11\" x=\"3\" y=\"11\" rx=\"2\" ry=\"2\"\/><path d=\"M7 11V7a5 5 0 0 1 10 0v4\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Threat modelling AI applications<\/h3><p class=\"nx-p nx-mt-1\">Data flows, trust boundaries and tools of an AI application are mapped to identify where untrusted inputs could manipulate the model or where data could leak.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M2.97 12.92A2 2 0 0 0 2 14.63v3.24a2 2 0 0 0 .97 1.71l3 1.8a2 2 0 0 0 2.06 0L12 19v-5.5l-5-3-4.03 2.42Z\"\/><path d=\"m7 16.5-4.74-2.85\"\/><path d=\"m7 16.5 5-3\"\/><path d=\"M7 16.5v5.17\"\/><path d=\"M12 13.5V19l3.97 2.38a2 2 0 0 0 2.06 0l3-1.8a2 2 0 0 0 .97-1.71v-3.24a2 2 0 0 0-.97-1.71L17 10.5l-5 3Z\"\/><path d=\"m17 16.5-5-3\"\/><path d=\"m17 16.5 4.74-2.85\"\/><path d=\"M17 16.5v5.17\"\/><path d=\"M7.97 4.42A2 2 0 0 0 7 6.13v4.37l5 3 5-3V6.13a2 2 0 0 0-.97-1.71l-3-1.8a2 2 0 0 0-2.06 0l-3 1.8Z\"\/><path d=\"M12 8 7.26 5.15\"\/><path d=\"m12 8 4.74-2.85\"\/><path d=\"M12 13.5V8\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Model supply chain integrity<\/h3><p class=\"nx-p nx-mt-1\">Provenance of datasets and model weights is recorded and verified with signatures and hashes before use.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M20 13c0 5-3.5 7.5-7.66 8.95a1 1 0 0 1-.67-.01C7.5 20.5 4 18 4 13V6a1 1 0 0 1 1-1c2 0 4.5-1.2 6.24-2.72a1.17 1.17 0 0 1 1.52 0C14.51 3.81 17 5 19 5a1 1 0 0 1 1 1z\"\/><path d=\"m9 12 2 2 4-4\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Injection defence testing<\/h3><p class=\"nx-p nx-mt-1\">Applications are tested with suites of injection attempts, and the success rate is tracked as defences change.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-s-3-sec\" class=\"nx-section nx-band-panel\" data-hue=\"project\" aria-labelledby=\"nx-s-3\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Monitor<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">Security assessment.<\/h2><p class=\"nx-lede\">The screen a team would use to follow this method: its measures, states and decisions. Names are examples and values are illustrative.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-fk nx-cx\" data-fk=\"cx-ai-method-security\" data-cx=\"ai.method-security\" data-variant=\"section\" aria-label=\"Security assessment: illustrative console with example names and values\"><div class=\"nx-fk-head\"><div class=\"nx-fk-heading\"><h3 class=\"nx-fk-title\">Security assessment<\/h3><p class=\"nx-fk-sub\">AI and autonomous systems \u00b7 Cybersecurity for AI systems \u00b7 Run R-5953<\/p><\/div><div class=\"nx-fk-actions\"><button type=\"button\" class=\"nx-fk-btn\" data-fk-act=\"menu\" aria-haspopup=\"true\" aria-expanded=\"false\" hidden><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 4v11\"\/><path d=\"m7 10 5 5 5-5\"\/><path d=\"M5 20h14\"\/><\/svg>Export<\/button><ul class=\"nx-fk-menu\" data-fk-menu=\"true\" hidden><li><button type=\"button\" data-fk-act=\"export-png\">Image<small>PNG of the map or chart<\/small><\/button><\/li><li><button type=\"button\" data-fk-act=\"export-csv\">Data<small>CSV of the figure&#8217;s values<\/small><\/button><\/li><\/ul><\/div><\/div><div class=\"nx-cx-status\"><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Two high findings<\/span><span class=\"nx-cx-prod\">GCRI \u00b7 Artificial Intelligence and Autonomous Systems<\/span><\/div><div class=\"nx-cx-grid\"><div class=\"nx-fk-panel nx-cx-p\" data-w=\"4\" data-t=\"table\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Findings<\/h4><\/div><\/div><div class=\"nx-fk-tablewrap\" data-fk-view=\"table:cx-ai-method-security-t0\"><table class=\"nx-fk-table\" data-fk-table=\"cx-ai-method-security-t0\" aria-label=\"Findings\"><thead><tr><th scope=\"col\" data-col=\"c0\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c0\">Finding<\/button><\/th><th scope=\"col\" data-col=\"c1\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c1\">Asset<\/button><\/th><th scope=\"col\" data-col=\"c2\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c2\">Severity<\/button><\/th><th scope=\"col\" data-col=\"c3\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c3\">Control<\/button><\/th><th scope=\"col\" data-col=\"c4\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c4\">State<\/button><\/th><\/tr><\/thead><tbody><tr data-fk-key=\"cx-ai-method-security:r0-0\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Weak key rotation<\/td><td>Identity service<\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>High<\/span><\/td><td>PR.AA<\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Open<\/span><\/td><\/tr><tr data-fk-key=\"cx-ai-method-security:r0-1\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Unpatched gateway<\/td><td>Edge<\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>High<\/span><\/td><td>PR.PS<\/td><td><span class=\"nx-fk-pill\" data-state=\"info\"><i aria-hidden=\"true\"><\/i>Fixing<\/span><\/td><\/tr><tr data-fk-key=\"cx-ai-method-security:r0-2\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Logging gap<\/td><td>Payments API<\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Medium<\/span><\/td><td>DE.CM<\/td><td><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Open<\/span><\/td><\/tr><tr data-fk-key=\"cx-ai-method-security:r0-3\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Stale accounts<\/td><td>Directory<\/td><td><span class=\"nx-fk-pill\" data-state=\"info\"><i aria-hidden=\"true\"><\/i>Low<\/span><\/td><td>PR.AA<\/td><td><span class=\"nx-fk-pill\" data-state=\"met\"><i aria-hidden=\"true\"><\/i>Closed<\/span><\/td><\/tr><\/tbody><\/table><\/div><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"2\" data-t=\"kv\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Method card<\/h4><\/div><\/div><dl class=\"nx-fk-dl\"><div><dt>Method<\/dt><dd>Cybersecurity and cryptography<\/dd><\/div><div><dt>Framework<\/dt><dd>CSF 2.0 functions<\/dd><\/div><div><dt>Scope<\/dt><dd>54 assets<\/dd><\/div><div><dt>Label<\/dt><dd><span class=\"nx-fk-pill\" data-state=\"info\"><i aria-hidden=\"true\"><\/i>MODELLED<\/span><\/dd><\/div><\/dl><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"6\" data-t=\"bullets\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Control coverage by function<\/h4><\/div><\/div><div class=\"nx-fk-chart\"><svg class=\"nx-fk-svg\" viewBox=\"0 0 760 176\" width=\"760\" height=\"176\" role=\"img\" focusable=\"false\" preserveAspectRatio=\"xMidYMid meet\" aria-label=\"Control coverage by function\" data-fk-chart=\"bars\" data-nx-z=\"pdbLjpswFAbgV0FnD\/HxBRsJWI1UdVf1Dbh4AmoKHZfJzLx9BSEhYTzETpco5M+xP\/mP031QF0MR\/s7A9G9weviVgQlLAnk66PdheeFQlPoAwXsGyCkEHxmghGB8Jyy6qulNBrqrIf\/WH7Xp0t34SZ4aXS0ZZWGWHynDkoTH+bnKoKiqU7ogUzqH4K2thyYDTEhEIWh0u2+GDFDB7m6wWYLN60FPyYxjRFfZSRypdfTNuo\/zus\/px3FvxjTO+XkXcsGC\/jlQJDD65bU1urYuv2mH6Zun9YV4GULGZJmBTjPs9nn6tQ466HBh0\/le625onz+cfHDLh9HL\/FRyLx608nAq1sHIfG3wxoYLyGXsb0Pl4zbUwUYym80P0w+6Gpxo6BbNOPKZhojID4faz46II74OT5Io9gWiJ6D4shG5kBOQ8AES4nEg5lJtBG1CT9oZiG0BKbUAxezzJt5Jtp4e5GPOKpx9xr8HxG7bjSDkkvsfIcUeF+IuQjSxCf3Uf\/\/0Xe1ExLeIEOOrfmMR8zLiXzQcH3NW6cgi6YvEb5Fo8ljPIf7Hn5BwURLSrlSNtwQnJbGpxK+uCUp5Vp2wVx1L5qq7TlfEv+vErB5f9mK+KUivskOW3FH6Bw==\"><\/svg><\/div><\/div><\/div><div class=\"nx-fk-tip\" aria-hidden=\"true\" hidden><\/div><figcaption class=\"nx-fk-cap\"><span>Security assessment: the screen&#8217;s structure, terms and states for AI and autonomous systems.<\/span><span data-honesty=\"true\">Example names and illustrative values; a design, not a record or a live system.<\/span><\/figcaption><\/figure><\/div><\/div><\/section><section id=\"nx-sec-data\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" data-variant=\"split\" aria-labelledby=\"nx-s-4\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Data<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">What the method consumes.<\/h2><p class=\"nx-lede\">Datasets and records used by cybersecurity and cryptography on this platform, with the role each plays and the label its values carry. Sources are listed in <a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/research\/sources\/\">the source register<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Data<\/th><th scope=\"col\">Role<\/th><th scope=\"col\">Label<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Data\">MITRE ATLAS techniques<\/td><td data-label=\"Role\">Threat catalogue<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Vulnerability databases<\/td><td data-label=\"Role\">Known flaws<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Security test results<\/td><td data-label=\"Role\">Defence performance<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OBSERVED<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"data\" data-nxf-kind=\"data\" data-nxf-resource=\"nexus:\/\/gcri\/G-P08\/stem\/cybersecurity\/#data\" data-nxf-title=\"Method record\" data-nxf-height=\"520\" hidden><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/gcri\/G-P08\/stem\/cybersecurity\/#evidence\" data-nxf-title=\"Evidence\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-sec-instrument\" class=\"nx-section nx-band-panel\" data-hue=\"project\" data-ns-layout=\"es-wide\" aria-labelledby=\"nx-s-5\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-4\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Simulator<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">A cascade through interdependent networks.<\/h2><p class=\"nx-lede\">A <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 hazard-footprint\" data-tk=\"Nexus risk vocabulary\" data-td=\"The mapped area and intensity field of a particular hazard event, used to overlay exposure and compute consequences.\" data-ts=\"NRS-C1\" data-tr=\"draft\">hazard footprint<\/a> takes out co-located assets in every layer; fragmentation, dependency between layers and overload of the survivors then spread the failure. The 3D view separates the layers by depth. Teaching model with stated illustrative values, not a prediction.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-in nx-fk\" id=\"nx-in-ai-autonomous-systems-stem-cybersecurity-0\" data-nxi=\"cascade\" data-nxi-id=\"cascade\" data-nxi-z=\"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\" aria-label=\"A cascade through interdependent networks\"><div class=\"nx-in-body\"><div class=\"nx-in-main\"><div class=\"nx-in-tabs\" data-nxi-tabs=\"true\" aria-label=\"Views of the model\" hidden><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"result\">Result<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"layers\">Layers in 3D<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"fan\">Uncertainty<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"tornado\">Sensitivity<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"loops\">Loops<\/button><\/div><div class=\"nx-in-stage\" id=\"nx-in-ai-autonomous-systems-stem-cybersecurity-0-stage\" data-nxi-stage=\"true\" data-view=\"result\"><svg class=\"nx-in-svg\" viewBox=\"0 0 720 340\" role=\"img\" aria-label=\"Cascade by layer\" data-nx-z=\"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\"><\/svg><\/div><p class=\"nx-in-tip\" data-nxi-tip=\"true\" aria-live=\"polite\"><\/p><div class=\"nx-in-bar\" data-nxi-bar=\"true\" role=\"group\" aria-label=\"Play over time\" hidden><button type=\"button\" class=\"nx-in-btn\" data-nxi-prev=\"true\" aria-label=\"Step back\">&#8249;<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-play=\"true\" aria-pressed=\"false\">Play<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-next=\"true\" aria-label=\"Step forward\">&#8250;<\/button><span class=\"nx-in-step\" data-nxi-step=\"true\" aria-live=\"polite\"><\/span><\/div><\/div><div class=\"nx-in-side\"><p class=\"nx-eyebrow\">Controls<\/p><div class=\"nx-in-ctl\" data-nxi-ctl=\"true\"><dl class=\"nx-in-pv\"><div><dt>Assets per layer<\/dt><dd>18<\/dd><\/div><div><dt>Hazard footprint<\/dt><dd>8% of area<\/dd><\/div><div><dt>Assets that depend on another layer<\/dt><dd>60%<\/dd><\/div><div><dt>Spare capacity (tolerance)<\/dt><dd>30%<\/dd><\/div><\/dl><\/div><p class=\"nx-eyebrow\">Readouts<\/p><dl class=\"nx-in-out\" data-nxi-out=\"true\" aria-live=\"polite\"><div><dt>Assets hit by the hazard<\/dt><dd>2%<\/dd><\/div><div><dt>Assets still working<\/dt><dd>72%<\/dd><\/div><div><dt>Amplification of the initial damage<\/dt><dd>15.0 times<\/dd><\/div><div><dt>Steps to settle<\/dt><dd>3<\/dd><\/div><\/dl><\/div><\/div><details class=\"nx-in-more\"><summary>Numbers, methods and sources<\/summary><div class=\"nx-in-more-in\"><div class=\"nx-in-tblw\" data-nxi-table=\"true\"><table class=\"nx-in-tbl\"><thead><tr><th scope=\"col\">Step<\/th><th scope=\"col\">Data centres working (%)<\/th><th scope=\"col\">Networks working (%)<\/th><th scope=\"col\">Power working (%)<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\">0<\/th><td>94<\/td><td>100<\/td><td>100<\/td><\/tr><tr><th scope=\"row\">1<\/th><td>89<\/td><td>67<\/td><td>100<\/td><\/tr><tr><th scope=\"row\">2<\/th><td>72<\/td><td>67<\/td><td>100<\/td><\/tr><tr><th scope=\"row\">3<\/th><td>72<\/td><td>67<\/td><td>78<\/td><\/tr><\/tbody><\/table><\/div><button type=\"button\" class=\"nx-in-btn\" data-nxi-csv=\"true\" hidden>Download the numbers (CSV)<\/button><h4 class=\"nx-h4\">Methods<\/h4><ol class=\"nx-in-meth\"><li>Interdependent networks <span class=\"nx-in-cite\">Buldyrev and others (2010), Catastrophic cascade of failures in interdependent networks, Nature 464<\/span><\/li><li>Overload cascades <span class=\"nx-in-cite\">Motter and Lai (2002), Physical Review E 66<\/span><\/li><li>Betweenness load <span class=\"nx-in-cite\">Brandes (2001), Journal of Mathematical Sociology 25<\/span><\/li><li>Multilayer networks <span class=\"nx-in-cite\">Kivela and others (2014), Journal of Complex Networks 2<\/span><\/li><li>Infrastructure interdependencies <span class=\"nx-in-cite\">Rinaldi, Peerenboom and Kelly (2001), IEEE Control Systems 21(6)<\/span><\/li><li>Uncertainty fan (parameter Monte Carlo) <span class=\"nx-in-cite\">Spiegelhalter, Pearson and Short (2011), Visualising uncertainty about the future, Science 333<\/span><\/li><li>One-at-a-time sensitivity (tornado) <span class=\"nx-in-cite\">Saltelli and others (2008), Global Sensitivity Analysis: The Primer, Wiley<\/span><\/li><\/ol><h4 class=\"nx-h4\">Data<\/h4><p class=\"nx-p\">The model runs on the teaching values set by the controls. To calibrate it for a place, read it against these admitted layers and series, which this page&#8217;s map can draw:<\/p><ul class=\"nx-in-src\"><li>Major roads <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Railways <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Seaports <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Airports <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Urban extents <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Night lights tonight, outages (VIIRS Day\/Night Band) <span class=\"nx-in-cite\">NASA\/NOAA VIIRS (Suomi NPP) \u00b7 register nasa.gibs.context-live-layers<\/span><\/li><li>Natural events (NASA EONET) <span class=\"nx-in-cite\">NASA EONET \u00b7 register nasa.eonet.events<\/span><\/li><\/ul><\/div><\/details><figcaption class=\"nx-caption\">A cascade through interdependent networks. Illustrative teaching model: it runs on the values set by the controls, not on measured data. Methods: Interdependent networks (Buldyrev and others (2010), Catastrophic cascade of failures in interdependent networks, Nature 464); Overload cascades (Motter and Lai (2002), Physical Review E 66); Betweenness load (Brandes (2001), Journal of Mathematical Sociology 25).<\/figcaption><div class=\"nx-in-pls\"><p class=\"nx-eyebrow\">Across the six pillars, led by Nexus Consortium<\/p><ul class=\"nx-in-pl\" aria-label=\"Where this instrument connects across the pillars\"><li data-pillar=\"labs\" data-hue=\"social\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Experiments<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-labs\/\">Labs<\/a><\/li><li data-pillar=\"foundry\" data-hue=\"infrastructure\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Built in<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/foundry\/\">Artificial Intelligence and Autonomous Systems in Foundry<\/a><\/li><li data-pillar=\"universe\" data-hue=\"water\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Tested at<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/universe\/\">Artificial Intelligence and Autonomous Systems in Universe<\/a><\/li><li data-pillar=\"standards\" data-hue=\"biodiversity\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Codified in<\/span> <a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/digital-ai\/\">Digital, Cyber and AI in Standards<\/a><\/li><li data-pillar=\"reports\" data-hue=\"energy\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Published in<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/reports\/\">Artificial Intelligence and Autonomous Systems in Reports<\/a><\/li><li data-pillar=\"academy\" data-hue=\"risk\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Taught in<\/span> <a class=\"nx-link\" href=\"https:\/\/risksacademy.com\/technology-digital\/\">Faculty of Technology and Digital Systems in Academy<\/a><\/li><\/ul><\/div><span class=\"nx-in-keep\" hidden><i data-c=\"c1\"><\/i><i data-c=\"c2\"><\/i><i data-c=\"c3\"><\/i><i data-c=\"c4\"><\/i><i data-c=\"c5\"><\/i><i data-c=\"c6\"><\/i><i data-c=\"l0\"><\/i><i data-c=\"l1\"><\/i><i data-c=\"l2\"><\/i><i data-c=\"l3\"><\/i><i data-c=\"l5\"><\/i><i data-c=\"h3\"><\/i><i data-c=\"neg\"><\/i><i data-c=\"on0\"><\/i><i data-c=\"on1\"><\/i><i data-l=\"0\"><\/i><i data-l=\"1\"><\/i><i data-l=\"2\"><\/i><i data-l=\"3\"><\/i><i data-l=\"4\"><\/i><i data-l=\"5\"><\/i><i data-on=\"0\"><\/i><i data-on=\"1\"><\/i><i data-pol=\"p\"><\/i><i data-pol=\"n\"><\/i><i data-k=\"R\"><\/i><i data-k=\"B\"><\/i><i data-k=\"dash\"><\/i><i data-dash=\"true\"><\/i><i data-view=\"result\"><\/i><i data-nxi-live=\"on\"><\/i><i data-nxi-live=\"off\"><\/i><i class=\"nx-in-svg nx-in-grid nx-in-ax nx-in-tk nx-in-at nx-in-ln nx-in-band nx-in-lbl nx-in-lk nx-in-ref nx-in-reft nx-in-mk nx-in-x nx-in-rect nx-in-val nx-in-rowl nx-in-cl nx-in-arrow nx-in-pol nx-in-cln nx-in-loop nx-in-edge nx-in-node nx-in-nl nx-in-reach nx-in-trib nx-in-agent nx-in-flow nx-in-legend nx-in-sw nx-in-note nx-in-loops nx-in-3d nx-in-cv nx-in-field nx-in-fl nx-in-fv nx-in-range nx-in-btn nx-in-err nx-in-tbl nx-in-cite\"><\/i><\/span><\/figure><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"infrastructure\" aria-label=\"Validation, Methods and evidence, Connections, Stewardship\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Validation, Methods and evidence, Connections, Stewardship\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-1\" aria-controls=\"nx-sec-checks\" aria-selected=\"true\" data-key=\"p1\">Validation<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-2\" aria-controls=\"nx-sec-audience\" aria-selected=\"false\" data-key=\"p2\">Methods and evidence<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-3\" aria-controls=\"nx-sec-connections\" aria-selected=\"false\" data-key=\"p3\">Connections<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-4\" aria-controls=\"nx-sec-stewardship\" aria-selected=\"false\" data-key=\"p4\">Stewardship<\/button><\/div><section id=\"nx-sec-checks\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" data-variant=\"split\" aria-labelledby=\"nx-s-6\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Validation<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">How results are checked.<\/h2><p class=\"nx-lede\">Controls are tested through red-team exercises, audits and formal analysis of cryptographic schemes. Incident data are used to check whether defences performed as intended.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Check<\/th><th scope=\"col\">How it is done<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Check\">Threat model review<\/td><td data-label=\"How it is done\">Threat models are reviewed when the application or its tools change<\/td><\/tr><tr><td data-label=\"Check\">Provenance verification<\/td><td data-label=\"How it is done\">Model artefacts are checked against signed records<\/td><\/tr><tr><td data-label=\"Check\">Regression testing<\/td><td data-label=\"How it is done\">Security tests are rerun after each update<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Adversaries adapt, so historical data may not reflect future attacks. Software supply chains and legacy systems introduce weaknesses that are hard to inventory.<\/p><\/div><\/div><\/section><section id=\"nx-sec-audience\" class=\"nx-section nx-band-panel\" data-hue=\"project\" aria-labelledby=\"nx-s-7\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">07<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Methods and evidence<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">How Cybersecurity for AI systems is modelled, measured and tested.<\/h2><p class=\"nx-lede\">The model, its assumptions, its data and its uncertainty, in the form a scientist or engineer would check. Structures follow published methods. The values drawn are illustrative, not findings.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-au\" data-au-voice=\"science\" data-au-n=\"1\"><figure class=\"nx-au-c\" data-au-fig=\"method-panel\"><h3 class=\"nx-h4\">Model, equations and assumptions<\/h3><p class=\"nx-p nx-au-what\">The model structure used for Cybersecurity for AI systems, the assumptions it makes and how each is tested.<\/p><div class=\"nx-au-eqs\"><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Risk of element i<\/span><code>R<sub>i<\/sub> = f(H<sub>i<\/sub>, E<sub>i<\/sub>, V<sub>i<\/sub>, C<sub>i<\/sub>)<\/code><span class=\"nx-au-n\">hazard, exposure, vulnerability and coping capacity<\/span><\/div><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Expected annual loss<\/span><code>EAL = &#8721;<sub>k<\/sub> p<sub>k<\/sub> &#183; L<sub>k<\/sub><\/code><span class=\"nx-au-n\">over events k with annual probability p<sub>k<\/sub><\/span><\/div><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Coupled systems<\/span><code>x<sub>t+1<\/sub> = A x<sub>t<\/sub> + B u<sub>t<\/sub> + &#949;<sub>t<\/sub><\/code><span class=\"nx-au-n\">A carries the couplings, u the shock, &#949; the error<\/span><\/div><\/div><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Assumption<\/th><th scope=\"col\">Why it is made<\/th><th scope=\"col\">How it is tested<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Assumption\">Hazard and exposure are independent within an event<\/td><td data-label=\"Why it is made\">Keeps the loss integral tractable<\/td><td data-label=\"How it is tested\">Compare with a copula fit on joint records<\/td><\/tr><tr><td data-label=\"Assumption\">Couplings are linear near the operating point<\/td><td data-label=\"Why it is made\">Lets shocks propagate through A<\/td><td data-label=\"How it is tested\">Perturb beyond the linear range and compare<\/td><\/tr><tr><td data-label=\"Assumption\">Vulnerability curves transfer between places<\/td><td data-label=\"Why it is made\">Local curves are rarely available<\/td><td data-label=\"How it is tested\">Validate against observed losses where they exist<\/td><\/tr><\/tbody><\/table><\/div><dl class=\"nx-au-kv\"><div><dt>Inputs<\/dt><dd>versioned datasets with provenance<\/dd><\/div><div><dt>Outputs<\/dt><dd>distributions, never single numbers<\/dd><\/div><div><dt>Code<\/dt><dd>released with the model card and tests<\/dd><\/div><div><dt>Reproduction<\/dt><dd>same data, code, environment and seed<\/dd><\/div><\/dl><figcaption class=\"nx-caption\"><span>Standard risk and state-space formulations; the assumptions listed are typical of the method, stated for review, not results.<\/span><\/figcaption><\/figure><\/div><div class=\"nx-chips nx-au-fw\" aria-label=\"Frameworks cited\"><span class=\"nx-chip\">FAIR guiding principles \u00b7 GO FAIR and FORCE11<\/span><span class=\"nx-chip\">W3C PROV \u00b7 World Wide Web Consortium<\/span><span class=\"nx-chip\">Guidance on consistent treatment of uncertainties \u00b7 IPCC<\/span><span class=\"nx-chip\">CEOS Analysis Ready Data \u00b7 Committee on Earth Observation Satellites<\/span><\/div><\/div><\/div><\/section><section id=\"nx-sec-connections\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" aria-labelledby=\"nx-s-8\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">08<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connections<\/span><\/div><h2 id=\"nx-s-8\" class=\"nx-section-title\">Topics that rely on this method.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/topics\/agentic-systems\/\"><span>Agentic systems<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/topics\/ai-cyber-security\/\"><span>AI cyber security<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-sec-stewardship\" class=\"nx-section nx-band-panel\" data-hue=\"project\" aria-labelledby=\"nx-s-9\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-4\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">09<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Stewardship<\/span><\/div><h2 id=\"nx-s-9\" class=\"nx-section-title\">Who maintains the method.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/cyber-digital-resilience\/\">Cybersecurity and Digital Resilience<\/a> stewards cybersecurity and cryptography for the Consortium and reviews how it is applied across platforms.<\/p><\/div><div class=\"nx-section-body\"><p class=\"nx-p\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/technology\/cybersecurity\/\">Canonical page: Cybersecurity and cryptography<\/a><\/p><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-3\" data-hue=\"infrastructure\" aria-label=\"Connected, Questions\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Connected, Questions\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-1\" aria-controls=\"nx-s-10-sec\" aria-selected=\"true\" data-key=\"p1\">Connected<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-2\" aria-controls=\"nx-s-11-sec\" aria-selected=\"false\" data-key=\"p2\">Questions<\/button><\/div><section id=\"nx-s-10-sec\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" aria-labelledby=\"nx-s-10\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">10<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connected<\/span><\/div><h2 id=\"nx-s-10\" class=\"nx-section-title\">Where this page leads across the Consortium.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/cyber-digital-resilience\/stem\/cybersecurity\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Steward platform<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">Cybersecurity practice<\/span><span class=\"nx-dest-why\">Cybersecurity and Digital Resilience stewards this method.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-11-sec\" class=\"nx-section nx-band-panel\" data-hue=\"project\" aria-labelledby=\"nx-s-11\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">11<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-11\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What are the limits of cybersecurity and cryptography in this field?<\/summary><div class=\"nx-answer\">Adversaries adapt, so historical data may not reflect future attacks. Software supply chains and legacy systems introduce weaknesses that are hard to inventory.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Controls are tested through red-team exercises, audits and formal analysis of cryptographic schemes. Incident data are used to check whether defences performed as intended.<\/div><\/details><details><summary>Are the values on this page real?<\/summary><div class=\"nx-answer\">The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method&#8217;s use, not a run; no result is reported here.<\/div><\/details><details><summary>Where else is this method applied?<\/summary><div class=\"nx-answer\">The <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/technology\/cybersecurity\/\">canonical method page<\/a> lists every platform that applies it.<\/div><\/details><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-nr-gateway-h\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">Reports<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Contribute<\/span><\/div><h2 id=\"nx-nr-gateway-h\" class=\"nx-section-title\">Contribute evidence from this page.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a> is the Consortium&#8217;s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.<\/p><div class=\"nx-chips\"><span class=\"nx-chip\">GCRI<\/span><span class=\"nx-chip\">Artificial Intelligence and Autonomous Systems<\/span><span class=\"nx-chip\">Exponential Technology<\/span><span class=\"nx-chip\">Labs Evidence<\/span><\/div><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GCRI<\/span><\/span><span class=\"nx-dest-title\">Send it from this page<\/span><span class=\"nx-dest-why\">Evidence, a correction, a case, a method, a review, a translation or profile input. It arrives tagged with this page, so the editor who owns it receives it.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/nexus-reports\/open-science\/#nx-sec-zenodo\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Zenodo<\/span><span class=\"nx-dest-host\">Open deposit<\/span><\/span><span class=\"nx-dest-title\">Deposit it and submit to the community<\/span><span class=\"nx-dest-why\">Publish your own record on Zenodo with your ORCID iD, then submit it to the Reports community there. Curators review it; the DOI stays yours.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/nexus-reports\/contribute\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Reports<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">See every way to contribute<\/span><span class=\"nx-dest-why\">The contribution types, how each is reviewed, what credit you receive, the licence and what is never accepted.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><div class=\"nx-live-slot\" data-nxf-slot=\"contribute\" data-nxf-kind=\"workflow\" data-nxf-resource=\"nexus:\/\/gcri\/ai-autonomous-systems\/stem\/cybersecurity#contribute\" data-nxf-title=\"Contribute evidence\" data-nxf-height=\"480\" hidden><\/div><p class=\"nx-note nx-mt-3\">Never send personal data, sensitive infrastructure detail or anything you have no right to share. A contribution is reviewed before use; sending it confers no authorship or editorial rights, and sponsorship never buys a finding.<\/p><\/div><\/div><\/section><section class=\"nx-section nx-deeper-band\" aria-labelledby=\"nx-deeper--global-ai-autonomous-systems-stem-cybersecurity-h\"><div class=\"nx-container\"><nav class=\"nx-deeper\" aria-labelledby=\"nx-deeper--global-ai-autonomous-systems-stem-cybersecurity-h\" data-nx-deeper=\"3\" data-nx-resources=\"1 1 1\"><h2 class=\"nx-deeper-h\" id=\"nx-deeper--global-ai-autonomous-systems-stem-cybersecurity-h\">Go deeper<\/h2><ul><li><a href=\"https:\/\/docs.therisk.global\/organization\/governance-in-operation\/decision-rights\" data-ext><span class=\"nx-deeper-k\">Documentation:<\/span> Decision rights<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/risksacademy.com\/technology-digital\/cybersecurity\/\" data-ext><span class=\"nx-deeper-k\">Academy:<\/span> Cybersecurity and digital resilience<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/nexustandards.com\/digital-ai\/cyber-and-digital-risk-standards\/\" data-ext><span class=\"nx-deeper-k\">Standards:<\/span> Cyber and digital risk standards<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><\/ul><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-12\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Artificial Intelligence and Autonomous Systems<\/span><h2 id=\"nx-close-12\" class=\"nx-section-title\">Bring a method, a dataset or a question.<\/h2><p class=\"nx-lede\">Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/write-to-us\/research-collaboration\/\">Propose a method <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/ai-autonomous-systems\/contact\/\">See all contact routes<\/a><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-legal-13\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Legal<\/span><h2 id=\"nx-legal-13\" class=\"nx-h3 nx-mt-2\">Legal documents.<\/h2><nav class=\"nx-related nx-mt-3\" aria-label=\"Legal documents\"><a href=\"https:\/\/therisk.global\/legal\/terms\/\">Platform Terms of Use <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/privacy\/\">Platform Privacy Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/cookies\/\">Platform Cookie and Storage Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/legal-notice\/\">Legal Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/acceptable-use\/\">Acceptable Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/participation-terms\/\">Participation and Events Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/contribution-terms\/\">Contribution Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/research-and-data-terms\/\">Research and Data Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/ai-use\/\">AI-use Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/intellectual-property\/\">Intellectual Property and Licensing <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/trademark-policy\/\">Trademark and Name Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/disclaimer\/\">Disclaimers and Data Notices <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/corrections\/\">Corrections and Right of Reply Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/complaints-and-integrity\/\">Complaints and integrity reporting <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/security\/\">Security and responsible disclosure <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/code-of-conduct\/\">Code of Conduct <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/trust\/accessibility\/\">Accessibility Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/legal\/third-party-notices\/\">Third-party notices and attributions <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><p class=\"nx-note nx-mt-3\">Maps, data and figures on this site are shown for context and general information. They are not advice, forecasts or warnings; the limits of the information are set out in the Disclaimers and Data Notices.<\/p><\/div><\/section><\/div><\/div><script class=\"_iub_cs_skip\">window.__nxMount ? window.__nxMount(document.currentScript) : null;<\/script>\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"TechArticle\",\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#article\",\"headline\":\"Cybersecurity for AI systems\",\"description\":\"Securing AI applications: threat modelling data flows and tools, verifying model supply chain integrity and regression testing defences against injection.\",\"inLanguage\":\"en\",\"about\":{\"@type\":\"Thing\",\"name\":\"securing ai applications\"},\"author\":{\"@id\":\"https:\/\/therisk.global\/#organization\",\"@type\":\"Organization\",\"name\":\"The Global Centre for Risk and Innovation\",\"url\":\"https:\/\/therisk.global\/\",\"alternateName\":\"GCRI\"},\"publisher\":{\"@id\":\"https:\/\/therisk.global\/#organization\"},\"mainEntityOfPage\":{\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#webpage\"},\"isAccessibleForFree\":true,\"mentions\":[{\"@type\":\"Thing\",\"name\":\"MITRE ATLAS techniques\"},{\"@type\":\"Thing\",\"name\":\"Vulnerability databases\"},{\"@type\":\"Thing\",\"name\":\"Security test results\"}]}]}<\/script>\n\n<!-- nx-rev:45824b222d6c0d2d -->\n<!-- nx-shared:519787986b57 -->\n<!-- nx-path:\/stem\/cybersecurity\/ -->","protected":false},"excerpt":{"rendered":"<p>Cybersecurity and cryptography protect AI systems and the data they use. In this field the focus is threats specific to AI, such as prompt injection, poisoning and model theft, alongside conventional security of the software and infrastructure around models.<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":25,"menu_order":327,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_buddyx_sub_header_visibility":"","_buddyx_sub_header_title_visibility":"","_hide_show_side_panel":"","_buddyxpro_page_sidebar":"","_buddyxpro_page_disable_header":"","_buddyxpro_page_disable_footer":"","_buddyxpro_page_content_width":"","_buddyxpro_page_header_style":"","_buddyxpro_page_color_mode":"","_buddyxpro_page_loader":"","_nx_seo_description":"Securing AI applications: threat modelling data flows and tools, verifying model supply chain integrity and regression testing defences against injection.","_nx_seo_title":"Securing AI applications | GCRI","_nx_seo_image":"","_nx_seo_jsonld":"{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https:\/\/therisk.global\/#organization\",\"name\":\"The Global Centre for Risk and Innovation\",\"alternateName\":\"GCRI\",\"url\":\"https:\/\/therisk.global\/\",\"description\":\"The Global Centre for Risk and Innovation (GCRI) works on risk science, evidence, methods and technical capability. GCRI is a research, development and policy institution. It is not a regulator, and it does not certify, license or approve; its findings carry their methods and uncertainty.\",\"address\":{\"@type\":\"PostalAddress\",\"addressLocality\":\"Toronto\",\"addressRegion\":\"ON\",\"postalCode\":\"M4R 1V2\",\"addressCountry\":\"CA\"},\"knowsAbout\":[\"Systemic risk\",\"Disaster risk reduction\",\"Risk science\",\"Earth observation\",\"Water security\",\"Food security\",\"Energy systems\",\"Global health\",\"Biodiversity\",\"Critical infrastructure\"],\"contactPoint\":[{\"@type\":\"ContactPoint\",\"contactType\":\"Consortium Secretariat\",\"url\":\"https:\/\/therisk.global\/write-to-us\/contact\/\",\"availableLanguage\":[\"en\"]}],\"subOrganization\":[{\"@type\":\"Organization\",\"name\":\"GCRI Canada\",\"url\":\"https:\/\/therisk.global\/about\/gcri-canada\/\",\"description\":\"Lead organisation of GCRI: Consortium Secretariat and global contracting party in support of the national and regional consortiums.\",\"address\":{\"@type\":\"PostalAddress\",\"addressLocality\":\"Toronto\",\"addressRegion\":\"ON\",\"postalCode\":\"M4R 1V2\",\"addressCountry\":\"CA\"},\"parentOrganization\":{\"@id\":\"https:\/\/therisk.global\/#organization\"}},{\"@type\":\"Organization\",\"name\":\"GCRI US\",\"url\":\"https:\/\/therisk.global\/about\/gcri-us\/\",\"description\":\"The United States institution of GCRI, a separate organisation with its own legal identity.\",\"address\":{\"@type\":\"PostalAddress\",\"streetAddress\":\"4500 Forbes Blvd., Suite 200\",\"addressLocality\":\"Lanham\",\"addressRegion\":\"MD\",\"postalCode\":\"20706\",\"addressCountry\":\"US\"},\"parentOrganization\":{\"@id\":\"https:\/\/therisk.global\/#organization\"}}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/#website\",\"url\":\"https:\/\/therisk.global\/ai-autonomous-systems\/\",\"name\":\"Artificial Intelligence and Autonomous Systems\",\"publisher\":{\"@id\":\"https:\/\/therisk.global\/#organization\"},\"inLanguage\":\"en\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#webpage\",\"url\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/\",\"name\":\"Cybersecurity for AI systems\",\"headline\":\"Securing AI applications | GCRI\",\"description\":\"Securing AI applications: threat modelling data flows and tools, verifying model supply chain integrity and regression testing defences against injection.\",\"inLanguage\":\"en\",\"isPartOf\":{\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/#website\"},\"publisher\":{\"@id\":\"https:\/\/therisk.global\/#organization\"},\"keywords\":\"securing ai applications, llm security, threat modelling, model provenance, injection testing, mitre atlas techniques\",\"about\":{\"@type\":\"Thing\",\"name\":\"securing ai applications\"},\"breadcrumb\":{\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"GCRI\",\"item\":\"https:\/\/therisk.global\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Artificial Intelligence and Autonomous Systems\",\"item\":\"https:\/\/therisk.global\/ai-autonomous-systems\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"STEM foundation of Artificial Intelligence and Autonomous Systems\",\"item\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Cybersecurity for AI systems\",\"item\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/\"}]},{\"@type\":\"TechArticle\",\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#article\",\"headline\":\"Cybersecurity for AI systems\",\"description\":\"Securing AI applications: threat modelling data flows and tools, verifying model supply chain integrity and regression testing defences against injection.\",\"inLanguage\":\"en\",\"about\":{\"@type\":\"Thing\",\"name\":\"securing ai applications\"},\"author\":{\"@id\":\"https:\/\/therisk.global\/#organization\"},\"publisher\":{\"@id\":\"https:\/\/therisk.global\/#organization\"},\"mainEntityOfPage\":{\"@id\":\"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/#webpage\"},\"isAccessibleForFree\":true,\"mentions\":[{\"@type\":\"Thing\",\"name\":\"MITRE ATLAS techniques\"},{\"@type\":\"Thing\",\"name\":\"Vulnerability databases\"},{\"@type\":\"Thing\",\"name\":\"Security test results\"}]}]}","_nx_i18n_locale":"","_nx_i18n_group":"","nexus_page_kind":"","footnotes":"","_nx_seo_image_alt":"","_nx_seo_canonical":"https:\/\/therisk.global\/ai-autonomous-systems\/stem\/cybersecurity\/","_nx_seo_robots":"index,follow","_nx_seo_schema_type":"TechArticle"},"class_list":["post-41","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/pages\/41","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/comments?post=41"}],"version-history":[{"count":1,"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/pages\/41\/revisions"}],"predecessor-version":[{"id":96,"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/pages\/41\/revisions\/96"}],"up":[{"embeddable":true,"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/pages\/25"}],"wp:attachment":[{"href":"https:\/\/therisk.global\/ai-autonomous-systems\/wp-json\/wp\/v2\/media?parent=41"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}