Unverified50% confidenceBenchmarkExact time
In that experiment, only full retraining on retained data could both eliminate backdoor behavior and maintain 100% clean accuracy; the trigger attack success rates for masked unlearning loss and gradient ascent methods were both 100%.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMultiple benchmarks in 2024 showed that even with combined defenses, the successful interception rate of top models in complex indirect injection scenarios remains in the 60–80% range.71% similarUnverifiedThe experiments validate that the compression distortion term is an observable failure mode independent of coverage rate by systematically varying the fact load M and effective trainable memory B.70% similarUnverified2024年的研究表明,即使经过专门的安全对齐训练,主流模型对精心构造的注入攻击的防御成功率仍不足90%69% similarUnverifiedAs long as the policy success rate rankings measured by the neural simulator are consistent with those in the real world, it is possible to reduce the number of checkpoints requiring real-world testing and accelerate the pace of development.69% similarUnverified撞库攻击利用已知有效凭证批量尝试登录,成功率远高于随机猜测,约0.1%-2%的撞库尝试能够成功69% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/998827API
curl https://kongchang.com/api/v1/knowledge/claims/998827MCP
get_claim(id=998827)