How to Threat Model AI Applications With STRIDE
AI-STRIDE maps six classic threat categories to LLM pipelines, agent tools, and training data. Here’s the walkthrough.
May 22, 20269 min read2
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Articles tagged with #llm
CIA Triad for LLM Security: Real-World AI Attack Failures
Confidentiality, integrity, and availability map every documented LLM attack failure. Here’s how prompt injection breaks each pillar.
May 18, 202611 min readAI Model Collapse Makes Hallucination Inevitable
Recursive synthetic data training degrades AI reliability while two mathematical proofs confirm LLM hallucinations cannot be eliminated.
Mar 30, 20268 min read1
Chain of Thought Reasoning Hides What AI Models Actually Do
Anthropic’s research shows Claude mentions planted hints only 25% of the time, and models fabricate calculation processes.
Mar 30, 20265 min read
Lies-in-the-Loop Attacks Forge AI Agent Approval Dialogs
HITL dialog forging turns your AI safety checkpoint into a remote code execution vector, and OWASP noticed before the vendors did
Mar 30, 20265 min read2
One Magic String from Anthropic Silences Claude (RAG DoS Exposed)
A documented QA test string becomes a sticky DoS primitive through prompt injection, RAG poisoning, and context persistence
Feb 25, 20265 min read3