# catastrophic-forgetting
標記為「catastrophic-forgetting」的 6 篇文章
Continual Learning Vulnerabilities
Exploiting continual learning update mechanisms to introduce vulnerabilities through incremental model updates without triggering safety evaluations.
How Fine-Tuning Degrades Safety
The mechanisms through which fine-tuning erodes model safety -- catastrophic forgetting of safety training, dataset composition effects, the 'few examples' problem, and quantitative methods for measuring safety regression.
Continual Learning Security
Security risks in continual learning systems: catastrophic forgetting exploitation, task interference attacks, replay buffer poisoning, and stability-plasticity manipulation.
Continual Learning Vulnerabilities
利用ing continual learning update mechanisms to introduce vulnerabilities through incremental model updates without triggering safety evaluations.
How Fine-Tuning Degrades Safety
The mechanisms through which fine-tuning erodes model safety -- catastrophic forgetting of safety training, dataset composition effects, the 'few examples' problem, and quantitative methods for measuring safety regression.
Continual Learning 安全
安全 risks in continual learning systems: catastrophic forgetting exploitation, task interference attacks, replay buffer poisoning, and stability-plasticity manipulation.