google/scaaml

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SCAAML: Side Channel Attacks Assisted with Machine Learning

Stars: 207
Forks: 62
Open beginner issues: 0
Indexed issues: 48
Avg merge: 12h 23m
Merged PRs (30d): 4

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 9, 2026
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

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48 open issues indexed

Move the data download code to core scaaml package Open

type:enhancement

google/scaaml#1 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
add aes/v3 in front of public dataset Open

google/scaaml#3 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Redo evaluation ton contrast single mask with set of random mask Open

component:scald type:experiment type:notebook

google/scaaml#5 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Tinyaes synchronous dataset ready Open

component:scald type:dataset

google/scaaml#6 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
TinyAES sync leakage maps generate Open

component:scald type:dataset

google/scaaml#7 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Map leakage map to code Open

component:scald type:feature

google/scaaml#9 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Overview slides for blackhat Open

component:scald type:documentation

google/scaaml#10 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Evaluate occluder leakage mapping evolution versus num traces used Open

type:experiment type:notebook

google/scaaml#11 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
find-leak support to switch between various attack point Open

component:scald type:bug

google/scaaml#15 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Improve find leak visualziation Open

type:experiment type:notebook

google/scaaml#16 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Refactor scald colab Open

component:scald

google/scaaml#17 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Finish readme for scald Open

component:scald type:documentation

google/scaaml#18 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
add dataset visualization to scaaml intro colab Open

component:aes type:enhancement type:notebook

google/scaaml#19 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
compute and upload tiny_aes explainability models Open

component:scald type:experiment

google/scaaml#20 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
cleanup readme Open

type:documentation

google/scaaml#21 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Refactor utils to remove get_stub() and get_model Open

google/scaaml#27 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Improve code quality Open

google/scaaml#38 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Implement and improve capture code Open

google/scaaml#42 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Randomness checks Open

google/scaaml#49 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Consistent UX colors Open

google/scaaml#67 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Fix (Abstract)CryptoInput and (Abstract)CryptoAlgorithm Open

google/scaaml#72 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Use dataclasses instead of nested data structures for better readability Open

google/scaaml#74 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
dataset_api.ipynb is outdated Open

google/scaaml#78 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Proper inheritance of scopes Open

google/scaaml#79 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
mypy is questionable Open

google/scaaml#85 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
implement MSO pod trigger Open

google/scaaml#88 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Implement update_one_hot Open

google/scaaml#89 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Dataset.move_shards check fails when key is not an attack point Open

google/scaaml#94 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Make ExampleIterator parse in parallel Open

google/scaaml#100 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Make writing examples in tfrec files parallel Open

google/scaaml#101 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Check dataset info.json file against specified JSON schema Open

google/scaaml#102 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Implement get_scope_settings Open

google/scaaml#104 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
ResumeKTI does not work when examples_per_shard = 1 Open

google/scaaml#105 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
LeCroy waveform format parsing Open

google/scaaml#130 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Implement proper logging Open

google/scaaml#131 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Implement plotting a graph of a trace Open

google/scaaml#183 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Cleanup scope code Open

google/scaaml#267 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Refactor storage into sedpack Open

type:enhancement

google/scaaml#334 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Script that converts metadata files Open

type:enhancement

google/scaaml#335 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Convert public datasets to be usable also with sedpack Open

type:enhancement

google/scaaml#336 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Allow new and old API to coexist for some time Open

type:enhancement

google/scaaml#337 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Refactor saving of data Open

type:enhancement

google/scaaml#338 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Old code compatibility Open

google/scaaml#342 · 4 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Oscilloscope code improvements Open

type:documentation type:enhancement type:feature

google/scaaml#387 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Automatic channel range settings Open

type:enhancement

google/scaaml#388 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Oscilloscope documentation Open

type:documentation

google/scaaml#389 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Oscilloscope logging Open

type:enhancement

google/scaaml#390 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Consider implementing other leakage metrics Open

type:enhancement

google/scaaml#518 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026

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