# adaptive-attacks
3 articlestagged with “adaptive-attacks”
The Attacker Moves Second Problem
Why static LLM defenses fail against adaptive adversaries: analysis of 12 bypassed defenses and implications for defense design.
defenseadaptive-attacksred-teamingresearchadversarial-robustness
Reasoning Model Jailbreaks
How reasoning capabilities create novel jailbreak surfaces: chain-of-thought exploitation, scratchpad attacks, and why higher reasoning effort increases attack success.
reasoningjailbreakchain-of-thoughto1o3adaptive-attacksresearch
Adaptive Attacks Against Safety Training
Research on attacks that adapt to safety training procedures to discover persistent vulnerabilities.
frontier-researchadaptive-attackssafety-trainingresearch