aidotse/LeakPro

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Stars: 23
Forks: 28
Open beginner issues: 0
Indexed issues: 66
Avg merge: 4d 12h
Merged PRs (30d): 5

Dominant language: Python
License: No license data
Last GitHub push: Sep 10, 2026
Latest indexed: Sep 13, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

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66 open issues indexed

Augmented queries Open

enhancement

aidotse/LeakPro#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Paper comparisons Open

documentation priority - 4

aidotse/LeakPro#22 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Label-only trajectory loss Open

bug

aidotse/LeakPro#76 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Rethink the way we are training the shadow models Open

aidotse/LeakPro#79 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Decision tree as a target model Open

good first issue

aidotse/LeakPro#97 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Federated learning: Tabular data reconstruction Open

enhancement

aidotse/LeakPro#102 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Signal unit test Open

bug enhancement good first issue

aidotse/LeakPro#105 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Unit test for distillation model handlers Open

bug enhancement

aidotse/LeakPro#107 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Unit test for boosting.py Open

bug enhancement

aidotse/LeakPro#114 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
K-means clustering for boosting Open

enhancement

aidotse/LeakPro#115 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
HSJ - Tabular Open

aidotse/LeakPro#124 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
HSJ attack improvement Open

aidotse/LeakPro#125 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Unit test for HSJ Open

aidotse/LeakPro#126 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
CLI questionaire Open

enhancement

aidotse/LeakPro#129 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Only store shadow model logits, not shadow models Open

enhancement

aidotse/LeakPro#131 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Add support for pytorch lightning Open

enhancement

aidotse/LeakPro#141 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Support Models from Different Python Libraries Open

enhancement

aidotse/LeakPro#144 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Bring out model creation based on target to util Open

bug enhancement

aidotse/LeakPro#148 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Memory issue for attack using many shadow models or large datasets Open

aidotse/LeakPro#166 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Deduce size of output logits in handler Open

bug enhancement

aidotse/LeakPro#176 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
lr scheduler and early stopping Open

aidotse/LeakPro#196 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Out of Distribution data in MIA Open

aidotse/LeakPro#211 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Restructure examples Open

documentation enhancement

aidotse/LeakPro#215 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MIA of DT for Finance Open

documentation enhancement

aidotse/LeakPro#231 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 13, 2026
Loss in training loops Open

good first issue

aidotse/LeakPro#239 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Optuna for MIA attacks Open

aidotse/LeakPro#243 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Decouple Attack-Specific Logic from MINV User Input Handler Open

enhancement

aidotse/LeakPro#248 · 4 comments · 0 reactions · 2 assignees · Indexed Sep 13, 2026
Add an MinvResult class to store minv results Open

enhancement

aidotse/LeakPro#250 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 13, 2026
Links for Real world examples in github main page are broken Open

documentation good first issue

aidotse/LeakPro#280 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MIA Examples dont run with UserData class Open

aidotse/LeakPro#283 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
ReportHandler.save() method config=None case only works for MIA Open

aidotse/LeakPro#294 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 13, 2026
HSJ bug Open

aidotse/LeakPro#302 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Signals refactor Open

aidotse/LeakPro#306 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Allow additional input parameters to UserDataset Open

aidotse/LeakPro#314 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Save result.txt as json-deserialisable object Open

aidotse/LeakPro#320 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Optuna is run even if no parameters to tune Open

aidotse/LeakPro#323 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Minv CelebA example notebook assumes plgmi is first attack in audit list Open

aidotse/LeakPro#324 · 0 comments · 0 reactions · 2 assignees · Indexed Sep 13, 2026
Random seeding overhaul Open

aidotse/LeakPro#325 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 13, 2026
RaMIA support Open

aidotse/LeakPro#332 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
BASE Open

aidotse/LeakPro#333 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Shadow model datasplit Open

aidotse/LeakPro#334 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Logit caching for target and shadow models Open

aidotse/LeakPro#335 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Boosting for all MIAs Open

aidotse/LeakPro#338 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
signals after caching logits Open

aidotse/LeakPro#339 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
re-write tabular extention Open

aidotse/LeakPro#340 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
MIA for LLM Open

aidotse/LeakPro#341 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Not reusing shadow models Open

bug invalid priority - 2

aidotse/LeakPro#345 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Test for time series Open

aidotse/LeakPro#365 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
Pedagogically sound examples/notebooks Open

documentation enhancement priority - 4

aidotse/LeakPro#369 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 13, 2026
LiRA attack unexpectedly changed. Open

enhancement good first issue priority - 4

aidotse/LeakPro#378 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 13, 2026

aidotse/LeakPro

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