Ransomware reloaded: Re-examining its trend, research and mitigation in the era of data exfiltration

T McIntosh, T Susnjak, T Liu, D Xu, P Watters… - ACM Computing …, 2024 - dl.acm.org
Ransomware has grown to be a dominant cybersecurity threat by exfiltrating, encrypting, or
destroying valuable user data and causing numerous disruptions to victims. The severity of …

Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization

M Alazab, RA Khurma, D Camacho, A Martín - Cognitive Computation, 2024 - Springer
Ransomware is a significant security threat that poses a serious risk to the security of
smartphones, and its impact on portable devices has been extensively discussed in a …

Scaling a Machine Learning Approach to many kinds of Malicious Behavior for Cybersecurity

W Casey, A Melaragno - 2023 AEIT International Annual …, 2023 - ieeexplore.ieee.org
Monitoring processes and system resources to detect malware or malicious behavior at
runtime is an enduring problem. Static signature detection offers little utility as malware …

Behaviorally Inspired Process Based Malware and its Impact on Detection

A Chung, A Melaragno - 2023 AEIT International Annual …, 2023 - ieeexplore.ieee.org
As of 2017, ransomware has 1 become a problem impacting nearly 100 countries
worldwide. In 2021, studies estimated that ransomware damages exceeded $ 265 B 2 …