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Model File Format

.keras, .pkl, .tensorflow, .joblib, .json...

This is for AI/ML model files, not source code. Attack vectors include deserialization flaws, enabling code execution, and neural backdoors that embed malicious behaviors within models.

up to $1,500 USD

Open Source Repository

huggingface / transformers, keras / keras...

This is for AI/ML apps and libraries. These vulnerabilities often found in OWASP categories include misconfigurations and injection attacks in GitHub codebases.

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