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[HTML][HTML] Insider threat detection in cyber-physical systems: a systematic literature review
The rapid expansion of cyber-physical systems (CPSs) has introduced new security
challenges, leading to the emergence of various threats, attacks, and controls aimed at …
challenges, leading to the emergence of various threats, attacks, and controls aimed at …
[HTML][HTML] A robust control framework for multi-agent systems under Byzantine attacks using hybrid event-triggered techniques
This paper addresses the shortcomings of existing leader-following consensus approaches
in multi-agent systems, particularly their vulnerability to Byzantine attacks and inefficiencies …
in multi-agent systems, particularly their vulnerability to Byzantine attacks and inefficiencies …
Failure analysis in next-generation critical cellular communication infrastructures
The advent of communication technologies marks a transformative phase in critical
infrastructure construction, where the meticulous analysis of failures becomes paramount in …
infrastructure construction, where the meticulous analysis of failures becomes paramount in …
Boba: Boosting backdoor detection through data distribution inference in federated learning
Federated learning, while being a promising approach for collaborative model training, is
susceptible to poisoning attacks due to its decentralized nature. Backdoor attacks, in …
susceptible to poisoning attacks due to its decentralized nature. Backdoor attacks, in …
State-of-the-art approaches to enhancing privacy preservation of machine learning datasets: A survey
This paper examines the evolving landscape of machine learning (ML) and its profound
impact across various sectors, with a special focus on the emerging field of Privacy …
impact across various sectors, with a special focus on the emerging field of Privacy …
Reinforcement Learning-Based Approaches for Enhancing Security and Resilience in Smart Control: A Survey on Attack and Defense Methods
Z Zhang - arxiv preprint arxiv:2402.15617, 2024 - arxiv.org
Reinforcement Learning (RL), one of the core paradigms in machine learning, learns to
make decisions based on real-world experiences. This approach has significantly advanced …
make decisions based on real-world experiences. This approach has significantly advanced …
TIMESAFE: Timing Interruption Monitoring and Security Assessment for Fronthaul Environments
5G and beyond cellular systems embrace the disaggregation of Radio Access Network
(RAN) components, exemplified by the evolution of the fronthual (FH) connection between …
(RAN) components, exemplified by the evolution of the fronthual (FH) connection between …
Machine Learning-Based Intrusion Detection Systems: Capabilities, Methodologies, and Open Research Challenges
Intrusion Detection Systems (IDSs) are vital for protecting computer networks against
unauthorized access and evolving cyber threats. Traditional signature-based IDSs, while …
unauthorized access and evolving cyber threats. Traditional signature-based IDSs, while …