All pull requests

Pull requests

• Data extraction attacks generativ

  #466·henrikfo opened Sep 21, 2026Collaborator·

  ·
  24

• feat(mia): LLM membership-inference attacks — EZ-MIA and WBC

  #461·fazelehh opened Sep 11, 2026Collaborator·

  ·
  77

• refactor(lira): standardize output variable names

  #460·NiteeshGowda72 opened Sep 11, 2026·

  ·
  1

  6

• LDG-33: Add LLM membership inference attack (ez-mia)

  #454·Muhaddisabarat opened Sep 1, 2026Collaborator·6 of 7 tasks·

  ·
  1

• fix: apply audit random_seed at audit start and before every attack

  #451·fazelehh opened Aug 19, 2026Collaborator·

  ·
  1

  10

• Webapp: PET optimization view + per-model risk assessment

  #448·fazelehh opened Aug 18, 2026Collaborator·

  ·
  1

• PETRecipe and the one shared DP-SGD training loop

  #447·fazelehh opened Aug 18, 2026Collaborator·

  ·
  8

• Add a leakage risk assessment model, replacing the AUC risk bands

  #445·TheColdIce opened Aug 18, 2026Collaborator·

  ·
  1

  1

• Add XGBoost target to the LOS example, and fix binary-target support in LiRA/RMIA

  #437·TheColdIce opened Aug 13, 2026Collaborator·1 task·

  ·
  1

• Remove duplicated method-attachment loop from MIAHandler.__init__

  #433·avalyset opened Jul 5, 2026·1 task done·

  ·
  1

• Scaffold tabular reconstruction attack (MCR)

  #430·fazelehh opened Jun 15, 2026Collaborator·1 task·

  ·

• LDG-9: Tabular MINV

  Work In Progress
  #405·fazelehh opened Apr 7, 2026Collaborator·1 task·

  ·
  

• LDG-10: Image MINV

  Under Review
  #404·fazelehh opened Apr 1, 2026Collaborator·1 task·

  ·
  12

• robustness example using vectorized lira

  enhancement
  #351·rickardbrannvall opened Nov 1, 2025Collaborator·

  ·
  1

  

• [WIP] MIA on text (Camia and versions)

  #342·johanos1 opened Oct 10, 2025Contributor·1 task·

  ·