2 papers
cs.CR2026
Building a Robust Risk-Based Access Control System to Combat Ransomware's Capability to Encrypt
Kenan Begovic, Abdulaziz Al-Ali, Qutaibah Malluhi
Ransomware core capability, unauthorized encryption, demands controls that identify and block malicious cryptographic activity without disrupting legitimate use. We present a proba…
cs.LG2025
Exploiting ftrace's function_graph Tracer Features for Machine Learning: A Case Study on Encryption Detection
Kenan Begovic, Abdulaziz Al-Ali, Qutaibah Malluhi
This paper proposes using the Linux kernel ftrace framework, particularly the function graph tracer, to generate informative system level data for machine learning (ML) application…