RD-FAXID: Ransomware Detection with FPGA-Accelerated XGBoost
Archit Gajjar,
Priyank Kashyap,
Aydin Aysu
et al.
Abstract:Over the last decade, there has been a rise in cyberattacks, particularly ransomware, causing significant disruption and financial repercussions across public and private sectors. Tremendous efforts have been spent on developing techniques to detect ransomware to, ideally, protect data or have as minimum data loss as possible. Ransomware attacks are becoming more frequent and sophisticated as there is a constant tussle between attackers and cybersecurity defenders. Machine Learning (ML) approaches have proven … Show more
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