Vincent Cohadon

Delphi Scanner: efficient and interpretable static malware detection via API sequence modeling

Static malware detection for Windows Portable Executable files demands a careful balance between detection effectiveness, computational efficiency, and analytical interpretability. This paper introduces Delphi Scanner, a static malware detection system for Windows PE files that balances efficiency with behavioral inter...