Samer Zein
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Crypto×2AI×2ML×2
Frequent co-authors
Research Timeline
2026
Concept Drift Adaptation Using Self-Supervised and Reinforcement Learning In Android Malware Detection
The paper proposes a cost-aware, adaptive maintenance framework using Reinforcement Learning (RL) and self-supervised learning to mitigate performance degradation (concept drift) in Android malware detectors without requiring full retraining.
Adversarial Vulnerability Under Temporal Concept Drift: A Longitudinal Study of Android Malware Detection
This study longitudinally evaluates the adversarial robustness of Android malware detection systems over a decade, finding that temporal separation significantly degrades robustness due to concept drift.
Highlighted terms show continued research focus across papers
Papers
cs.CRcs.AIcs.LGRecentMay 22, 2026
Concept Drift Adaptation Using Self-Supervised and Reinforcement Learning In Android Malware Detection
The paper proposes a cost-aware, adaptive maintenance framework using Reinforcement Learning (RL) and self-supervised learning to mitigate performance degradation (concept drift) in Android malware de…
View →
cs.CRcs.AIcs.LGRecentMay 22, 2026