# gradient-based
3 articlestagged with “gradient-based”
Clean-Label Data Poisoning
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
Implement gradient-based adversarial attacks on open-weight models including PGD, FGSM adapted for text inputs.
labsgradient-basedattacksadvanced
Gradient-Based Universal Prompt Search
Implement gradient-based optimization to search for universal adversarial prompts that transfer across contexts.
labsgradient-baseduniversal-promptexpert