Issues

• seed_everything: HPU RNG may be left unseeded (torch.manual_seed runs before Habana init)

  aidotse/LeakPro#469 · Filter by author fazelehh opened on Oct 8, 2026

• Attack RNG state depends on logits-cache hit/miss, breaking same-seed reproducibility

  aidotse/LeakPro#468 · Filter by author fazelehh opened on Oct 8, 2026

• LLM MIA example: broaden model/dataset coverage beyond GPT-2 / WikiText (incl. Mamba compatibility check)

  aidotse/LeakPro#463 · Filter by author fazelehh opened on Sep 16, 2026
  1

• AbstractMIA: class-attribute assignments in __init__ replace the population / audit_dataset / handler properties

  aidotse/LeakPro#462 · Filter by author fazelehh opened on Sep 14, 2026
  2

• Validate HPU lazy mode on hardware (mark_step, probe sync, and torch.save workarounds are inert in eager mode)

  aidotse/LeakPro#449 · Filter by author fazelehh opened on Aug 18, 2026

• RAPID

  aidotse/LeakPro#446 · Filter by author fazelehh opened on Aug 18, 2026

• Standardize naming for target outputs and attack signals across MIA attacks

  documentationenhancementgood first issuepriority - 4
  aidotse/LeakPro#444 · Filter by author henrikfo opened on Aug 18, 2026
  2

• Risk assessment model: turn attack results into a defensible leakage risk statement

  aidotse/LeakPro#443 · Filter by author TheColdIce opened on Aug 17, 2026

• Add HPU support to the time-series MIA example (deferred from #425)

  aidotse/LeakPro#442 · Filter by author fazelehh opened on Aug 14, 2026
  1

• Shadow models are trained with handler.get_criterion(), never checked against the target's recorded criterion

  aidotse/LeakPro#439 · Filter by author TheColdIce opened on Aug 13, 2026

• Webapp: no test coverage for backend or frontend

  aidotse/LeakPro#436 · Filter by author fazelehh opened on Aug 11, 2026

• Webapp: custom handler.py can't opt out of auto-detected criterion

  aidotse/LeakPro#435 · Filter by author fazelehh opened on Aug 11, 2026

• Too strict hashing?

  aidotse/LeakPro#432 · Filter by author henrikfo opened on Jun 26, 2026

• web-app fix

  aidotse/LeakPro#426 · Filter by author fazelehh opened on May 26, 2026

• Automated header

  priority - 4
  aidotse/LeakPro#422 · Filter by author fazelehh opened on May 12, 2026
  

• Train indices out off log

  good first issue
  aidotse/LeakPro#406 · Filter by author fazelehh opened on Apr 14, 2026
  

• Discrepancy of ruff version in pyproject.toml and .github/workflows/run_test.yml

  aidotse/LeakPro#395 · Filter by author TheColdIce opened on Mar 20, 2026

• Double attachment of methods to MIAHandler

  aidotse/LeakPro#394 · Filter by author TheColdIce opened on Mar 18, 2026
  2

• Getting model logits is very slow

  enhancementpriority - 3
  Bug

  aidotse/LeakPro#390 · Filter by author henrikfo opened on Mar 10, 2026

• Leakpro-wide device and mps support

  enhancementpriority - 4
  Feature

  aidotse/LeakPro#389 · Filter by author henrikfo opened on Mar 10, 2026

• Pedagogically sound examples/notebooks

  documentationenhancementpriority - 4
  aidotse/LeakPro#369 · Filter by author henrikfo opened on Feb 7, 2026

• Test for time series

  aidotse/LeakPro#365 · Filter by author fazelehh opened on Jan 27, 2026

• MIA for LLM

  aidotse/LeakPro#341 · Filter by author johanos1 opened on Oct 10, 2025

• re-write tabular extention

  aidotse/LeakPro#340 · Filter by author fazelehh opened on Oct 9, 2025

• signals after caching logits

  aidotse/LeakPro#339 · Filter by author fazelehh opened on Oct 8, 2025