Skip to content

Apple-beep/Stress-Testing-Machine-Unlearning

Repository files navigation

Stress-Testing-Machine-Unlearning

Machine unlearning on CIFAR-10 comparing retraining, fine-tuning, gradient ascent, random relabeling, informed SISA, and RPGA using utility, forgetting, privacy (MIA), runtime, distance-to-retrain, stress tests, and sample-level deletion.

About

Machine unlearning on CIFAR-10 comparing retraining, fine-tuning, gradient ascent, random relabeling, informed SISA, and RPGA using utility, forgetting, privacy (MIA), runtime, distance-to-retrain, stress tests, and sample-level deletion.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors