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8kSec: 8kSec | Live & On-Demand Mobile & AI Security Trainings

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How to move from ad-hoc prompt fiddling to a repeatable AI red teaming pipeline using garak, PyRIT, Promptfoo and DeepTeam — and how to wire continuous LLM security testing into CI/CD.

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A hands-on guide to using a local open-source LLM to write fuzzing harnesses, then finding a real memory-corruption bug with AddressSanitizer — with runnable code and a downloadable lab.

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Retrieval-Augmented Generation trusts whatever the retriever returns. This post breaks down PoisonedRAG-style knowledge-base poisoning, embedding attacks, and the provenance, filtering, and verification defenses that stop them.

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Use a local open-source LLM to explain ARM64 disassembly, recover a license-check algorithm, and generate a working Frida bypass — reproducibly, with a downloadable lab.

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How the Model Context Protocol expands the agent attack surface — tool poisoning, rug-pull attacks, and the mcp-remote command injection (CVE-2025-6514, CVSS 9.6) — plus how to build MCP servers and clients that survive a hostile counterpart.

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