Publications

2024

CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients

Vo Phuc Tinh, Hoang Hai Son, Nguyen Hoang Nam, Duc Ngoc Minh Dang, Duy-Dong Le, Thai-Binh Nguyen, Thanh-Qui Pham, Van-Luong Nguyen, Duy-Thanh Huynh, Tran Anh Khoa.

IEEE Access

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2024

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring AI Inference Capabilities

Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Vinh Hoa La, Manh-Dung Nguyen, Ana Rosa Cavalli, Edgardo Montes de Oca, and others

44th IEEE International Conference on Distributed Computing Systems (ICDCS 2024), pp. 947-959

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November 27, 2024

Whitepaper: Cyber Secure Communications in Intelligent Transport Systems

Edgardo Montes de Oca, Huu Nghia Nguyen

5G OPEN ROAD Whitepaper — Paris, France

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2023

A Network Traffic Mutation Based Ontology, and Its Application to 5G Networks

Zujany Salazar, Fatiha Zaïdi, Huu Nghia Nguyen, Wissam Mallouli, Ana Rosa Cavalli, Edgardo Montes de Oca

IEEE Access, Vol. 11, 2023

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2023

Novel Modeling and Optimization for Joint Cybersecurity-vs-QoS Intrusion Detection Mechanisms in 5G Networks

Arash Bozorgchenani, Charilaos C. Zarakovitis, Su Fong Chien, Wissam Mallouli, Qiang Ni

Computer Networks, 2023

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2023

Toward Deterministic Communications in 6G Networks: State of the Art, Open Challenges and the Way Forward

Edgardo Montes de Oca, Ana Rosa Cavalli, and others

IEEE Access, Vol. 11, 2023

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2023

The Role of Machine Learning in Cybersecurity

Giovanni Apruzzese, Pavel Laskov, Edgardo Montes de Oca, Wissam Mallouli, Luis Burdalo Rapa, Athanasios Vasileios Grammatopoulos, Fabio Di Franco

ACM Digital Threats: Research and Practice (DTRAP), 4(1), 2023

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2023

A Deep Learning Anomaly Detection Framework with Explainability and Robustness

Manh-Dung Nguyen, Anis Bouaziz, Valeria Valdés, Ana Rosa Cavalli, Wissam Mallouli, Edgardo Montes de Oca

18th International Conference on Availability, Reliability and Security (ARES 2023)

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2023

HTTP/2 Attacks Generation using 5Greplay

Francesco G. Caccavale, Huu Nghia Nguyen, Ana R. Cavalli, Edgardo Montes de Oca, Wissam Mallouli

18th International Conference on Availability, Reliability and Security (ARES 2023)

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2023

Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures: Application to Anomaly Detection

Anis Bouaziz, Manh-Dung Nguyen, Valeria Valdés, Ana Rosa Cavalli, Wissam Mallouli

18th International Conference on Software Technologies (ICSOFT 2023)

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