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2025
Lecture Notes in Computer Science
2025
SECOND INTERNATIONAL CONFERENCE ON ROBOTICS, AUTOMATION AND INTELLIGENT SYSTEMS (ICRAINS 24)
2025
Zero day ransomware detection with Pulse: Function classification with Transformer models and assembly language
Computers & Security
2025
XRGuard: A Model-Agnostic Approach to Ransomware Detection Using Dynamic Analysis and Explainable AI
IEEE Access
2025
Lecture Notes in Computer Science
2025
Ransomware Reloaded: Re-examining Its Trend, Research and Mitigation in the Era of Data Exfiltration
ACM Computing Surveys
2024
RansomGuard: a framework for proactive detection and mitigation of cryptographic windows ransomware
Journal of Computer Virology and Hacking Techniques
2024
Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions
IEEE Access
2024
Ransomware Classification Using Hardware Performance Counters on a Non-Virtualized System
IEEE Access
2024
2024 IEEE International Conference on Cyber Security and Resilience (CSR)
2024
Fine-Tuning Cyber Security Defenses: Evaluating Supervised Machine Learning Classifiers for Windows Malware Detection
Computers, Materials & Continua
2024
Malware Detection with Artificial Intelligence: A Systematic Literature Review
ACM Computing Surveys
2024
AndroDex: Android Dex Images of Obfuscated Malware
Scientific Data
2024
Cybersecurity for autonomous vehicles against malware attacks in smart-cities
Cluster Computing
2024
RD-FAXID: Ransomware Detection with FPGA-Accelerated XGBoost
ACM Transactions on Reconfigurable Technology and Systems
2023
Crypto-Ransomware: A Revision of the State of the Art, Advances and Challenges
Electronics
2023
Communications in Computer and Information Science
2023
RTrap: Trapping and Containing Ransomware With Machine Learning
IEEE Transactions on Information Forensics and Security
2023
Detection of Ransomware Attacks Using Processor and Disk Usage Data
IEEE Access
2023
RThreatDroid: A Ransomware Detection Approach to Secure IoT Based Healthcare Systems
IEEE Transactions on Network Science and Engineering
2022
BigRC-EML: big-data based ransomware classification using ensemble machine learning
Cluster Computing
2022
DeepWare: Imaging Performance Counters with Deep Learning to Detect Ransomware
IEEE Transactions on Computers
2022
2022 The 5th International Conference on Software Engineering and Information Management (ICSIM)
2021
Ransomware Detection Using the Dynamic Analysis and Machine Learning: A Survey and Research Directions
Applied Sciences