Vector Drift, Prompt Injection, and the Hidden RAG Attack Surface
Source: Custom VectorFANG Testing SCript Thousands of insecure Vector Databases and half configured agent orchestrators just… chilling on the public internet? Sure. Why not. Maybe you don’t even need Vector DB access. Just exploit the thing they meant to make public, the chatbot. Let the user say something nice like, “What’s the easiest way to…
Chaos, Complexity, and the Hidden Structure of Hash Functions in Proof-of-Work
Theoretical Framework Transcendent Epistemological Framework (TEF) We apply TEF to formalize the idea that randomness may depend on the observer. Key axioms include: Chaos Injection Model Let δ(t) = ε·f(t) where f is a logistic map: cppCopyEditx_{t+1} = r·x_t·(1 – x_t), r ∈ (3.9, 4] Define a perturbed nonce: iniCopyEditn_t = t + δ(t) Bias…
Cooking with AI Agents: A Security Architect’s Guide to AI Threat Modeling & Design
tl;dr but RTFM Whether you’re building, breaking, or just beginning to explore AI security, one principle holds true: assume the guardrails will fail and architect as if your system already has a target on its back. Because it does. At this time, Meta’s LlamaFirewall is likely the most advanced publicly available GuardRail system incorporating both…
@secSandman 