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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…
cs.LG2023★ 1 cited
A Blackbox Model Is All You Need to Breach Privacy: Smart Grid Forecasting Models as a Use Case
Hussein Aly, Abdulaziz Al-Ali, Abdullah Al-Ali +1
This paper investigates the potential privacy risks associated with forecasting models, with specific emphasis on their application in the context of smart grids. While machine lea…