[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"control:ai-security":3},{"control":4,"products":25,"stories":63,"lessons":107,"related":132,"compare":141},{"slug":5,"name":6,"problem":7,"summary":8,"business_value":9,"vendor_questions":10,"risk_register":15,"framework_refs":16,"area":21,"updated_at":24},"ai-security","AI application security","Prompt injection, data leaks through AI tools and unapproved AI use get caught.","Controls for how staff use AI tools and how your own AI applications behave: discovery of AI use, filtering of prompts and responses, protection against prompt injection, and testing of models and agents.","AI tools have become a new channel for data leaks and a new attack surface: agents that can be tricked into sending data out, and integrations with broad access. Visibility and guardrails let the business use AI without each new deployment becoming a new risk.",[11,12,13,14],"Can it discover which AI tools staff already use?","Does it inspect prompts and responses for sensitive data and injection attempts?","Does it cover AI agents that can use tools, not only chat?","How does it help with EU AI Act obligations?","Risk: sensitive data leaks through AI tools, or AI applications are manipulated. Control: AI use policy with discovery, prompt filtering and testing of AI applications. Owner: CISO together with the data protection lead. Measure: share of AI tools in use that are approved.",[17,18,19,20],"NIS2 Art. 21(2)(e): security in development and maintenance","EU AI Act Art. 15: accuracy, robustness and cybersecurity","ISO\u002FIEC 42001: AI management systems","ISO\u002FIEC 27001:2022 A.8.12: data leakage prevention",{"name":22,"slug":23},"Data Protection","data-protection","2026-10-16T12:48:21.785902+00:00",[26,34,39,47,55],{"vendor_slug":27,"vendor_name":28,"vendor_logo":29,"product_slug":30,"product_name":31,"url":32,"description":33},"boomi","Boomi","\u002Fvendor-logos\u002Fboomi.png","boomi-agentstudio","Boomi Agentstudio","https:\u002F\u002Fboomi.com\u002Fplatform\u002Fagentstudio\u002F","Agent builder whose Agent Control Tower registers and monitors Boomi agents and agents on Amazon Bedrock, Microsoft Copilot and other platforms, keeps audit logs and can switch agents off where the provider allows it.",{"vendor_slug":27,"vendor_name":28,"vendor_logo":29,"product_slug":35,"product_name":36,"url":37,"description":38},"boomi-ai-gateway","Boomi AI Gateway","https:\u002F\u002Fboomi.com\u002Fplatform\u002Fai-gateway\u002F","Gateway for AI model and MCP tool traffic, built on Lunar.dev technology. It limits which tools each agent can call. Its enterprise version adds an approval step for new MCP servers and logs each call with the user or agent behind it.",{"vendor_slug":40,"vendor_name":41,"vendor_logo":42,"product_slug":43,"product_name":44,"url":45,"description":46},"cisco","Cisco","\u002Fvendor-logos\u002Fcisco.png","ai-defense","Cisco AI Defense","https:\u002F\u002Fwww.cisco.com\u002Fsite\u002Fus\u002Fen\u002Fproducts\u002Fsecurity\u002Fai-defense\u002Findex.html","Discovery of AI use, testing of models and guardrails for AI applications.",{"vendor_slug":48,"vendor_name":49,"vendor_logo":50,"product_slug":51,"product_name":52,"url":53,"description":54},"hiddenlayer","HiddenLayer","\u002Fvendor-logos\u002Fhiddenlayer.png","hiddenlayer-ai-security","HiddenLayer AI Security Platform","https:\u002F\u002Fhiddenlayer.com\u002F","Model scanning, AI red teaming and runtime protection for AI applications.",{"vendor_slug":56,"vendor_name":57,"vendor_logo":58,"product_slug":59,"product_name":60,"url":61,"description":62},"palo-alto-networks","Palo Alto Networks","\u002Fvendor-logos\u002Fpalo-alto-networks.png","prisma-airs","Prisma AIRS","https:\u002F\u002Fwww.paloaltonetworks.com\u002Fai-security\u002Fprisma-airs","Security for AI applications, models and agents, including runtime protection against prompt injection.",{"total":64,"last_days":65,"recent":66},741,362,[67,72,77,82,87,92,97,102],{"slug":68,"title":69,"published_at":70,"brief":71},"fbi-flash-alert-says-artex-tool-automating-cyberattacks-at-machine-speed-637417","FBI flash alert says Artex tool automating cyberattacks at ‘machine speed’","2026-11-13T21:32:00+00:00","FBI warns Artex AI tool automates cyberattacks at machine speed, targeting critical sectors.",{"slug":73,"title":74,"published_at":75,"brief":76},"how-one-ai-agent-exposed-five-critical-enterprise-security-gaps-b32ccd","How one AI agent exposed five critical enterprise security gaps","2026-11-13T15:01:11+00:00","AI agent processing invoices exposed five critical enterprise security gaps.",{"slug":78,"title":79,"published_at":80,"brief":81},"when-an-ai-agent-goes-wrong-can-you-stop-it-ed1f4b","When an AI Agent Goes Wrong, Can You Stop It?","2026-11-13T11:52:31+00:00","OWASP GenAI Security Project warns AI agents can exceed intended scope; proper containment requires pausing workflows,",{"slug":83,"title":84,"published_at":85,"brief":86},"trained-to-betray-how-post-training-supply-chain-attacks-hijack-coding-agents-f426b0","Trained to betray: How post-training supply chain attacks hijack coding agents","2026-11-12T17:00:00+00:00","Post-training supply chain attacks can hijack AI coding agents via poisoned datasets or model checkpoints.",{"slug":88,"title":89,"published_at":90,"brief":91},"attackers-use-autonomous-ai-to-target-semiconductor-defense-and-civil-society-se-4f6c49","Attackers Use Autonomous AI to Target Semiconductor, Defense and Civil Society Sectors","2026-11-12T15:00:31+00:00","Chinese-speaking attackers weaponized Cairn AI framework to autonomously breach semiconductor, defense, and civil",{"slug":93,"title":94,"published_at":95,"brief":96},"github-agentic-autofix-and-the-question-of-who-owns-a-bad-ai-patch-c706ca","GitHub Agentic Autofix and the question of who owns a bad AI patch","2026-11-12T07:00:38+00:00","GitHub discusses accountability for AI-generated code patches and the implications for security.",{"slug":98,"title":99,"published_at":100,"brief":101},"hackers-could-abuse-microsoft-entra-ai-agents-to-hijack-enterprise-accounts-with-5a0001","Hackers Could Abuse Microsoft Entra AI Agents to Hijack Enterprise Accounts Without Stealing Passwords","2026-11-11T17:17:04+00:00","Hackers can hijack enterprise accounts by tricking users into approving fake AI agents.",{"slug":103,"title":104,"published_at":105,"brief":106},"claude-code-ai-discovers-technique-to-turn-dormant-model-neurons-into-hidden-mal-d3c5e2","Claude Code AI Discovers Technique to Turn Dormant Model Neurons Into Hidden Malware Triggers","2026-11-11T11:57:04+00:00","Microsoft researchers discover Lazarus, a technique to embed hidden malware triggers in AI models.",[108,112,116,120,124,128],{"slug":109,"title":110,"published_at":111},"ai-powered-attack-tool-artex-enables-machine-speed-intrusions-by-low-skill-actors","AI-Powered Attack Tool Artex Enables Machine-Speed Intrusions by Low-Skill Actors","2026-11-13T22:20:40.075+00:00",{"slug":113,"title":114,"published_at":115},"unsecured-ai-agent-exposes-enterprise-to-invoice-fraud-via-email-manipulation","Unsecured AI Agent Exposes Enterprise to Invoice Fraud via Email Manipulation","2026-11-13T16:22:22.358+00:00",{"slug":117,"title":118,"published_at":119},"ai-agent-containment-requires-more-than-pulling-the-plug","AI Agent Containment Requires More Than Pulling the Plug","2026-11-13T12:20:44.927+00:00",{"slug":121,"title":122,"published_at":123},"ai-coding-agents-hijacked-via-poisoned-training-data-and-model-checkpoints","AI Coding Agents Hijacked via Poisoned Training Data and Model Checkpoints","2026-11-12T18:20:37.986+00:00",{"slug":125,"title":126,"published_at":127},"autonomous-ai-driven-attacks-breach-semiconductor-and-defense-targets","Autonomous AI-Driven Attacks Breach Semiconductor and Defense Targets","2026-11-12T16:21:21.535+00:00",{"slug":129,"title":130,"published_at":131},"ai-generated-code-fixes-can-introduce-new-vulnerabilities-without-human-oversight","AI-Generated Code Fixes Can Introduce New Vulnerabilities Without Human Oversight","2026-11-12T08:21:16.023+00:00",[133,137],{"slug":134,"name":135,"problem":136},"data-loss-prevention","Data loss prevention (DLP)","Sensitive data cannot quietly leave by email, upload, USB stick or AI tool.",{"slug":138,"name":139,"problem":140},"encryption-key-management","Encryption and key management","Stolen data stays unreadable, and the keys stay under your control.",{"hiddenlayer\u002Fhiddenlayer-ai-security":142,"cisco\u002Fai-defense":150,"palo-alto-networks\u002Fprisma-airs":167,"boomi\u002Fboomi-agentstudio":184,"boomi\u002Fboomi-ai-gateway":196},{"hq_country":143,"also_provides":144,"reviews":145,"affected":149,"reported":149},"US",[],[146],{"label":147,"url":148},"Gartner Peer Insights: HiddenLayer user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fhiddenlayer-1951131539",0,{"hq_country":143,"also_provides":151,"reviews":152,"affected":165,"reported":166},[],[153,156,159,162],{"label":154,"url":155},"CyberRatings 2025 Q3 SSE Report: Cisco","https:\u002F\u002Fcyberratings.org\u002Fresources\u002F2025-q3-sse-report-cisco\u002F",{"label":157,"url":158},"PeerSpot: Cisco Secure Firewall user reviews","https:\u002F\u002Fwww.peerspot.com\u002Fproducts\u002Fcisco-secure-firewall-reviews",{"label":160,"url":161},"Gartner Peer Insights: Cisco Secure Firewall user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fcisco-secure-firewall",{"label":163,"url":164},"CyberRatings 2025 Q4 Enterprise Firewall Report: Cisco","https:\u002F\u002Fcyberratings.org\u002Fresources\u002F2025-q4-enterprise-firewall-report-cisco\u002F",65,41,{"hq_country":143,"also_provides":168,"reviews":169,"affected":182,"reported":183},[],[170,173,176,179],{"label":171,"url":172},"AV-Comparatives EPR test 2026: Palo Alto Networks","https:\u002F\u002Fwww.av-comparatives.org\u002Fwp-content\u002Fuploads\u002F2026\u002F09\u002FEPR_PaloAlto_2026.pdf",{"label":174,"url":175},"CyberRatings 2025 Q4 Enterprise Firewall Report: Palo Alto Networks follow-on","https:\u002F\u002Fcyberratings.org\u002Fresources\u002F2025-q4-enterprise-firewall-report-palo-alto-networks-follow-on\u002F",{"label":177,"url":178},"PeerSpot: Palo Alto Networks NG Firewalls user reviews","https:\u002F\u002Fwww.peerspot.com\u002Fproducts\u002Fpalo-alto-networks-ng-firewalls-reviews",{"label":180,"url":181},"Gartner Peer Insights: PA-Series user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fpa-series",22,43,{"hq_country":143,"also_provides":185,"reviews":186,"affected":149,"reported":149},[],[187,190,193],{"label":188,"url":189},"PeerSpot: Boomi iPaaS user reviews","https:\u002F\u002Fwww.peerspot.com\u002Fproducts\u002Fboomi-ipaas-reviews",{"label":191,"url":192},"TechTarget: Boomi intros layer for controlling AI costs and connections (2026)","https:\u002F\u002Fwww.techtarget.com\u002Fdata-technologies\u002Fnews\u002F366649690\u002FBoomi-intros-layer-for-controlling-AI-costs-and-connections",{"label":194,"url":195},"ISG Software Research: Boomi enables enterprise data and agent activation (2026)","https:\u002F\u002Fresearch.isg-one.com\u002Fanalyst-perspectives\u002Fboomi-enables-enterprise-data-and-agent-activation",{"hq_country":143,"also_provides":197,"reviews":198,"affected":149,"reported":149},[],[199,200,201],{"label":188,"url":189},{"label":191,"url":192},{"label":194,"url":195}]