Attack Patterns
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Prompt Jailbreak Examples: 7 Patterns Explained
Seven prompt jailbreak examples from published research, explained by mechanism: what each does to the model and how defenders catch it.
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LLM Jailbreak Examples: 10 Documented Patterns
Ten LLM jailbreak examples drawn from published research, with the reported success rates, the mechanism behind each, and the signals that detect them.
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Adversarial Examples Against Vision Models in 2026
Where physical-world adversarial patches and digital attacks stand against modern vision models, what has been hardened, and what red teams should test.
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Indirect Prompt Injection in RAG Pipelines
How attackers embed malicious instructions in documents that get retrieved into LLM context — and why RAG makes prompt injection a supply-chain problem.