{"data":{"id":"fbaaeab3-6a59-4396-8040-2facd782ab21","title":"CISOs are struggling to threat-model AI. Can 15-minute sessions help?","summary":"CISOs struggle to identify security risks in AI systems because existing threat-modeling frameworks like STRIDE weren't designed for AI-specific problems. A new framework called PHANTOM-B addresses this by focusing on eight AI-specific threats (prompt injection, hallucination, bias, and others) and can produce useful security analysis in just 15 minutes, making threat modeling faster and more likely to actually happen in organizations.","solution":"Use PHANTOM-B, a threat modeling framework that applies specifically to LLM (large language model) components of systems. PHANTOM-B starts with \"What can go wrong?\" but evaluates eight specific threat categories: Prompt injection (tricking an AI by hiding instructions in its input), Hallucination (when an AI generates false information), Anthropomorphization, Non-explainability, Training issues, Overreliance, Missing security engineering, and Bias. The framework is designed to complement STRIDE, not replace it, and can be used in 15-minute sessions to quickly identify meaningful threats in AI systems.","labels":["safety","policy"],"sourceUrl":"https://www.csoonline.com/article/4206412/cisos-are-struggling-to-threat-model-ai-can-15-minute-sessions-help.html","publishedAt":"2026-08-19T08:25:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":["OpenAI","Microsoft"],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-08-19T08:25:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["safety"],"aiComponentTargeted":null,"llmSpecific":true,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}