feat: support model.weights.npz pickle scan in .keras file#262
Open
12end wants to merge 1 commit intoprotectai:mainfrom
Open
feat: support model.weights.npz pickle scan in .keras file#26212end wants to merge 1 commit intoprotectai:mainfrom
12end wants to merge 1 commit intoprotectai:mainfrom
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Hi, I submitted a Keras sample on Huntr that was ignored by ModelScan, and I have written code to support the detection of this sample.
evil model poc:
result:
/Users/user/Library/Caches/pypoetry/virtualenvs/modelscan-Nl8ILvHF-py3.12/bin/python -m modelscan scan -p /Users/user/Documents/LLM/ModelPoisoning/model.keras No settings file detected at /Users/user/Desktop/modelscan/modelscan-settings.toml. Using defaults. Scanning /Users/user/Documents/LLM/ModelPoisoning/model.keras using modelscan.scanners.KerasLambdaDetectScan model scan Scanning /Users/user/Documents/LLM/ModelPoisoning/model.keras using modelscan.scanners.KerasWeightsPickleScan model scan --- Summary --- Total Issues: 1 Total Issues By Severity: - LOW: 0 - MEDIUM: 0 - HIGH: 0 - CRITICAL: 1 --- Issues by Severity --- --- CRITICAL --- Unsafe operator found: - Severity: CRITICAL - Description: Use of unsafe operator 'system' from module 'os' - Source: /Users/v/Documents/LLM/ModelPoisoning/model.keras:model.weights.npz --- Skipped --- Total skipped: 3 - run with --show-skipped to see the full list.Keras file backdoor that modelscan cannot check out in keras_native