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cs.CR2025
AutoML in Cybersecurity: An Empirical Study
Sherif Saad, Kevin Shi, Mohammed Mamun +1
Automated machine learning (AutoML) has emerged as a promising paradigm for automating machine learning (ML) pipeline design, broadening AI adoption. Yet its reliability in complex…
cs.CR2021
DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning
Mohammad Mamun, Kevin Shi
APT, known as Advanced Persistent Threat, is a difficult challenge for cyber defence. These threats make many traditional defences ineffective as the vulnerabilities exploited by t…