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Ransomware Detection on CIC ransomware datasets

98.1Accuracy

CNN + XAI

Updated 1mo ago

Evaluation Results

Method	Links
CNN + XAI 2026.01		98.1	98

SOTA Paper

CNN + XAI

Multimodal Multi-Agent Ransomware Analysis Using AutoGen

Dataset

CIC ransomware

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Related Benchmarks

Ransomware Detection and Family Classification on Private + public datasets (RansomFormer)Multiclass Ransomware Detection on Mixed families Ransomware Detection on OS memory dumps Ransomware Detection and Fingerprinting on Cross-Platform Samples Ransomware Family Attribution on Network & host data

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