AI RED TEAMING – man-in-the-vector Attack & custom Tooling
Want deeper dives into AI vector embedding attack vectors? See more at Security Sandman. This article provides practical examples to assist red teams and security researches to find and exploit vulnerable AI systems using Vector Databases and even flow chaining tools. I’ve prototyped some simple tools to demonstrate the attack chain and later I’ll finish…
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…
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