How attackers weaponize conversational context to make LLMs forget their guardrails across multi-turn interactions — and how to build defenses that persist across the full conversation window.
When your image is the attack vector, every picture becomes a potential payload. Technical walkthrough of visual prompt injection against multimodal LLMs including GPT-4V and Gemini Vision.
Set up a local LLM agent with dangerous tools, then systematically exploit it with tool injection, privilege escalation, memory hijacking, and DoS. Full hands-on lab walkthrough.
Your trusted knowledge base is an injection surface — here's how attackers exploit it. Hands-on lab covering document poisoning, embedding manipulation, and retrieval hijacking.
Your airgapped playground for prompt injection, jailbreaking, and system prompt extraction. No API keys, no rate limits, no excuses. Complete setup and attack walkthrough with Ollama.
Exploiting the gap between human-readable text and machine tokenization to bypass every filter you've built. Covers homoglyph attacks, whitespace injection, and tokenizer-aware defenses.
Why your carefully aligned model is one clever prompt away from chaos. Covers DAN variants, many-shot jailbreaking, adversarial suffixes, and the cat-and-mouse dynamics of safety alignment.
When your LLM trusts external content, attackers don't need access to your users — they just need a webpage. Technical walkthrough of indirect prompt injection with real-world exploitation chains.
A strategic allocation framework for securing AI systems while demonstrating ROI to the board — including tooling prioritization, build vs. buy decisions, and budget defense strategies.
Your model is only as trustworthy as the data that built it. A practitioner's guide to defending every stage of the ML data pipeline — from ingestion to labeling to preprocessing.
16 min
About Secure By Dezign
From the publisher's feed
Secure By Dezign is the AI Security Training Ground for security architects, CISOs, and pentesters who need to stay ahead of adversarial AI. Every episode delivers a deep-dive into a real AI attack…
technique — how it works, how it's been exploited in the wild, and exactly how to defend against it. Hosted by Pax.