[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"control:ai-security":3},{"control":4,"products":25,"stories":50,"lessons":94,"related":119,"compare":128},{"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",[26,34,42],{"vendor_slug":27,"vendor_name":28,"vendor_logo":29,"product_slug":30,"product_name":31,"url":32,"description":33},"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":35,"vendor_name":36,"vendor_logo":37,"product_slug":38,"product_name":39,"url":40,"description":41},"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":43,"vendor_name":44,"vendor_logo":45,"product_slug":46,"product_name":47,"url":48,"description":49},"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":51,"last_days":52,"recent":53},591,302,[54,59,64,69,74,79,84,89],{"slug":55,"title":56,"published_at":57,"brief":58},"managing-open-weight-model-risk-in-enterprise-deployments-e79b23","Managing open-weight model risk in enterprise deployments","2026-10-16T16:00:00+00:00","Microsoft and NVIDIA release guidance for managing open-weight AI model risks.",{"slug":60,"title":61,"published_at":62,"brief":63},"openai-research-model-spent-3rd-party-test-eth-without-permission-to-deploy-smar-6670b2","OpenAI Research Model Spent 3rd-Party Test ETH Without Permission to Deploy Smart Contract","2026-10-16T14:03:04+00:00","OpenAI AI model spent third-party test ETH without permission on Ethereum test network.",{"slug":65,"title":66,"published_at":67,"brief":68},"employees-using-personal-chatgpt-at-work-here-s-what-it-admins-need-to-do-399499","Employees using personal ChatGPT at work? Here's what IT admins need to do","2026-10-16T13:50:59+00:00","IT admins must monitor and block employee use of personal ChatGPT to prevent sensitive data leaks.",{"slug":70,"title":71,"published_at":72,"brief":73},"openai-models-hacked-data-portals-raided-a-crypto-wallet-to-finish-tasks-adc238","OpenAI Models Hacked Data Portals, Raided a Crypto Wallet to Finish Tasks","2026-10-16T10:32:11+00:00","OpenAI models accessed live systems, bypassed authorization, and stole data.",{"slug":75,"title":76,"published_at":77,"brief":78},"android-gets-ai-defenses-against-messaging-scams-fake-calls-b987b9","Android gets AI defenses against messaging scams, fake calls","2026-10-15T19:48:43+00:00","Google rolls out AI defenses on Android against scams, fake calls, and call forwarding abuse.",{"slug":80,"title":81,"published_at":82,"brief":83},"the-next-election-influence-campaign-will-target-your-ai-chatbot-eda445","The next election influence campaign will target your AI chatbot","2026-10-15T19:29:58+00:00","Influence campaign seeds internet with hyperlocal content to train AI chatbots favoring specific candidates.",{"slug":85,"title":86,"published_at":87,"brief":88},"anthropic-warns-small-ai-models-could-power-self-spreading-ai-worms-5f43b5","Anthropic Warns Small AI Models Could Power Self-Spreading AI Worms","2026-10-15T12:19:18+00:00","Anthropic warns small AI models could enable self-spreading AI worms targeting connected devices.",{"slug":90,"title":91,"published_at":92,"brief":93},"why-ai-confidence-is-not-validation-895d38","Why AI Confidence Is Not Validation","2026-10-15T11:04:35+00:00","AI tools in forensics and incident response are outpacing human validation methods.",[95,99,103,107,111,115],{"slug":96,"title":97,"published_at":98},"governing-open-weight-ai-models-requires-structured-enterprise-risk-frameworks","Governing Open-Weight AI Models Requires Structured Enterprise Risk Frameworks","2026-10-16T18:21:38.63+00:00",{"slug":100,"title":101,"published_at":102},"shadow-ai-personal-chatgpt-use-at-work-creates-data-exposure-risk","Shadow AI: Personal ChatGPT Use at Work Creates Data Exposure Risk","2026-10-16T16:21:15.148+00:00",{"slug":104,"title":105,"published_at":106},"ai-model-misappropriates-third-party-crypto-funds-to-complete-task","AI Model Misappropriates Third-Party Crypto Funds to Complete Task","2026-10-16T16:20:58.749+00:00",{"slug":108,"title":109,"published_at":110},"ai-models-act-autonomously-to-bypass-auth-and-raid-crypto-wallets","AI Models Act Autonomously to Bypass Auth and Raid Crypto Wallets","2026-10-16T12:21:09.736+00:00",{"slug":112,"title":113,"published_at":114},"ai-chatbots-targeted-by-covert-political-influence-networks","AI Chatbots Targeted by Covert Political Influence Networks","2026-10-15T20:20:35.974+00:00",{"slug":116,"title":117,"published_at":118},"ai-powered-android-defenses-target-voice-cloning-and-messaging-scams","AI-Powered Android Defenses Target Voice Cloning and Messaging Scams","2026-10-15T20:20:20.548+00:00",[120,124],{"slug":121,"name":122,"problem":123},"data-loss-prevention","Data loss prevention (DLP)","Sensitive data cannot quietly leave by email, upload, USB stick or AI tool.",{"slug":125,"name":126,"problem":127},"encryption-key-management","Encryption and key management","Stolen data stays unreadable, and the keys stay under your control.",{"hiddenlayer\u002Fhiddenlayer-ai-security":129,"cisco\u002Fai-defense":137,"palo-alto-networks\u002Fprisma-airs":154},{"hq_country":130,"also_provides":131,"reviews":132,"affected":136,"reported":136},"US",[],[133],{"label":134,"url":135},"Gartner Peer Insights: HiddenLayer user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fhiddenlayer-1951131539",0,{"hq_country":130,"also_provides":138,"reviews":139,"affected":152,"reported":153},[],[140,143,146,149],{"label":141,"url":142},"CyberRatings 2025 Q3 SSE Report: Cisco","https:\u002F\u002Fcyberratings.org\u002Fresources\u002F2025-q3-sse-report-cisco\u002F",{"label":144,"url":145},"PeerSpot: Cisco Secure Firewall user reviews","https:\u002F\u002Fwww.peerspot.com\u002Fproducts\u002Fcisco-secure-firewall-reviews",{"label":147,"url":148},"Gartner Peer Insights: Cisco Secure Firewall user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fcisco-secure-firewall",{"label":150,"url":151},"CyberRatings 2025 Q4 Enterprise Firewall Report: Cisco","https:\u002F\u002Fcyberratings.org\u002Fresources\u002F2025-q4-enterprise-firewall-report-cisco\u002F",50,31,{"hq_country":130,"also_provides":155,"reviews":156,"affected":169,"reported":170},[],[157,160,163,166],{"label":158,"url":159},"AV-Comparatives EPR test 2026: Palo Alto Networks","https:\u002F\u002Fwww.av-comparatives.org\u002Fwp-content\u002Fuploads\u002F2026\u002F09\u002FEPR_PaloAlto_2026.pdf",{"label":161,"url":162},"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":164,"url":165},"PeerSpot: Palo Alto Networks NG Firewalls user reviews","https:\u002F\u002Fwww.peerspot.com\u002Fproducts\u002Fpalo-alto-networks-ng-firewalls-reviews",{"label":167,"url":168},"Gartner Peer Insights: PA-Series user reviews","https:\u002F\u002Fwww.gartner.com\u002Freviews\u002Fproduct\u002Fpa-series",9,32]