MIRAD: A Method for Interpretable Ransomware Attack Detection

MIRAD: A Method for Interpretable Ransomware Attack Detection

In the face of escalating crypto-ransomware attacks, we introduce MIRAD, a novel dynamic detection method. MIRAD leverages machine learning to continuously monitor API calls and registry entries, detecting ransomware at all stages of infection while maintaining system performance. What sets MIRAD ap...

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Bibliographic Details
Main Authors: Bartosz Marcinkowski, Maja Goschorska, Natalia Wilenska, Jakub Siuta, Tomasz Kajdanowicz
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Binary classification
ransomware detection
explainable artificial intelligence
Online Access:https://ieeexplore.ieee.org/document/10680512/

Internet

https://ieeexplore.ieee.org/document/10680512/

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