Jailbreak
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ChatGPT Exploits: Injection, Memory Hijack, Plugin Abuse
How ChatGPT gets exploited: indirect prompt injection, CSRF memory poisoning, cross-plugin request forgery, agent tool abuse, and the controls that help.
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Many-Shot Jailbreaking: How Long Context Breaks Alignment
Many-shot jailbreaking floods a long context with faux dialogues until refusal collapses. The power law behind it, why it transfers, and what blunts it.
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LLM Attack Taxonomy: Injection, Jailbreaks, Agent Abuse
A practitioner's map of LLM attack classes: direct and indirect prompt injection, jailbreaks, RAG poisoning, and agent tool-call abuse, mapped to OWASP.
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LLM Security FAQ: Prompt Injection, Jailbreaks, and Defenses
Three foundational questions for anyone building or red-teaming LLM applications, covering jailbreaks, direct and indirect injection, and what defends.
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Automated Jailbreak Attacks and the Transfer Problem
How automated attack generation works — PAIR, GCG, and TAP — why jailbreaks port across model families, and what that does to an assessment's threat model.
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AI Red Teaming Hub: Your Guide to Offensive AI Security
The central index for offensive AI security on this site: prompt injection, jailbreaks, adversarial ML, red team methodology, and the tooling behind it.
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LLM Bypass Techniques: Attacks on Alignment and Guardrails
LLM bypass techniques span adversarial suffixes, alignment-removing fine-tuning, and guardrail evasion, with defenses for each attack layer.
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LLM Jailbreak Techniques: Attack Taxonomy and Defenses
LLM jailbreak attacks include roleplay, encoding, many-shot prompts, and multi-turn escalation, while layered controls limit their impact.