MalGuard uses graph centrality, LLM filtering, and LIME to detect malicious PyPI packages with lightweight ML models and explainable outputs.
MVD: memory-related vulner- ability detection based on flow-sensitive graph neural networks
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MalGuard: Towards Real-Time, Accurate, and Actionable Detection of Malicious Packages in PyPI Ecosystem
MalGuard uses graph centrality, LLM filtering, and LIME to detect malicious PyPI packages with lightweight ML models and explainable outputs.