# gradient-based
標記為「gradient-based」的 3 篇文章
Clean-實驗室el Data 投毒
Deep dive into clean-label poisoning attacks that corrupt model behavior without modifying labels, including gradient-based methods, feature collision, and witches' brew attacks.
clean-labeldata-poisoninggradient-basedfeature-collisionbackdoor
Lab: Gradient-Based Attack Implementation
實作 梯度-based 對抗性 attacks on open-weight models including PGD, FGSM adapted for text inputs.
labsgradient-basedattacksadvanced
Gradient-Based Universal 提示詞 Search
實作gradient-based optimization to search for universal adversarial prompts that transfer across contexts.
labsgradient-baseduniversal-promptexpert