Chafika Benzaïd

38 papers B 14C 2Misc 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Reinforcement Learning Approach to Virtual Network Embedding Problems in 5G Networks. IEEE Trans. Netw. Sci. Eng. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd, Pedro R. Tomás, Luís Rosa, Jorge Proença, Luís Cordeiro
2026	J	`jnl`	Beyond Reinforcement Learning for network security: A comprehensive survey and tutorial. J. Inf. Secur. Appl. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Fatih Turkmen, Chafika Benzaïd
2026	J	`jnl`	EaaS/PIN Synergy: Advances and Challenges Secure Path Verification. IEEE Internet Things J. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2026	J	`jnl`	Moving target defense for DDos mitigation with shuffling of critical edge(s) connections. J. Inf. Secur. Appl. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2025	B	`conf`	A Multi-Layered Zero Trust Microsegmentation Solution for Cloud-Native 5G & Beyond Networks. WCNC Chafika Benzaïd, Nawal Guerd, Nour El Houda Rehouma, Khaled Zeraoulia, Tarik Taleb
2025	J	`jnl`	An optimized reinforcement learning based MTD mutation strategy for securing edge IoT against DDoS attack. J. Inf. Secur. Appl. Amir Javadpour, Forough Ja'fari, Chafika Benzaïd, Tarik Taleb
2025	J	`jnl`	Detecting malicious nodes using game theory and reinforcement learning in software-defined networks. Int. J. Inf. Sec. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2025	B	`conf`	Improving the Security of Service Mesh in Kubernetes. ICPADS Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd, Luís Rosa, Luís Cordeiro
2025	J	`jnl`	Toward Securing IIoT: An Innovative Privacy-Preserving Anomaly Detector Based on Federated Learning. IEEE Internet Things J. Samira Kamali Poorazad, Chafika Benzaïd, Tarik Taleb
2024	C	`conf`	5G Slice Mutation to Overcome Distributed Denial of Service Attacks Using Reinforcement Learning. SIN Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2024	B	`conf`	A Federated Continual Learning Framework for Sustainable Network Anomaly Detection in O-RAN. WCNC Chafika Benzaïd, Fahim Muhtasim Hossain, Tarik Taleb, Pedro Merino Gómez, Michael Dieudonne
2024	B	`conf`	A Novel Buffered Federated Learning Framework for Privacy-Driven Anomaly Detection in IIoT. GLOBECOM Samira Kamali Poorazad, Chafika Benzaïd, Tarik Taleb
2024	J	`jnl`	A comprehensive survey on cyber deception techniques to improve honeypot performance. Comput. Secur. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Mohammad Shojafar, Chafika Benzaïd
2024	Misc	`conf`	Deploying Testbed Docker-based application for Encryption as a Service in Kubernetes. SoftCOM Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd, Luís Rosa, Pedro R. Tomás, Luís Cordeiro
2024	J	`jnl`	Encryption as a Service (EaaS): Introducing the Full-Cloud-Fog Architecture for Enhanced Performance and Security. IEEE Internet Things J. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd, Bin Yang, Yue Zhao
2024	J	`jnl`	Encryption as a Service for IoT: Opportunities, Challenges, and Solutions. IEEE Internet Things J. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Yue Zhao, Bin Yang, Chafika Benzaïd
2024	J	`jnl`	FortisEDoS: A Deep Transfer Learning-Empowered Economical Denial of Sustainability Detection Framework for Cloud-Native Network Slicing. IEEE Trans. Dependable Secur. Comput. Chafika Benzaïd, Tarik Taleb, Ashkan Sami, Othmane Hireche
2024	B	`conf`	Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems. GLOBECOM Somayeh Kianpisheh, Chafika Benzaïd, Tarik Taleb
2023	—	`conf`	3D-PM: A ML-powered Probabilistic Detection of DDoS Attacks in P4 Switches. MeditCom Ferhat Mecerhed, Amel Benabdallah, Khaled Zeraoulia, Chafika Benzaïd
2023	B	`conf`	A Deep Transfer Learning-Powered EDoS Detection Mechanism for 5G and Beyond Network Slicing. GLOBECOM Chafika Benzaïd, Tarik Taleb, Ashkan Sami, Othmane Hireche
2023	B	`conf`	A Mathematical Model for Analyzing Honeynets and Their Cyber Deception Techniques. ICECCS Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2023	J	`jnl`	AI/ML for beyond 5G systems: Concepts, technology enablers & solutions. Comput. Networks Tarik Taleb, Chafika Benzaïd, Rami Akrem Addad, Konstantinos Samdanis
2023	B	`conf`	Blockchain and Deep Learning-Based IDS for Securing SDN-Enabled Industrial IoT Environments. GLOBECOM Samira Kamali Poorazad, Chafika Benzaïd, Tarik Taleb
2023	B	`conf`	Cybersecurity Fusion: Leveraging Mafia Game Tactics and Reinforcement Learning for Botnet Detection. GLOBECOM Amir Javadpour, Forough Ja'fari, Tarik Taleb, Hamidreza Ahmadi, Chafika Benzaïd
2023	B	`conf`	Enhancing 5G Network Slicing: Slice Isolation Via Actor-Critic Reinforcement Learning with Optimal Graph Features. GLOBECOM Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2023	C	`conf`	Linear Complexity for k-Coverage Sensor Redundancy Determination in IoT. ISNCC Manel Chenait, Chafika Benzaïd, Bahia Zebbane
2023	J	`jnl`	Moving Target Defense based Secured Network Slicing System in the O-RAN Architecture. CoRR Mojdeh Karbalaee Motalleb, Chafika Benzaïd, Tarik Taleb, Vahid Shah-Mansouri
2023	J	`jnl`	Reinforcement Learning-Based Slice Isolation Against DDoS Attacks in Beyond 5G Networks. IEEE Trans. Netw. Serv. Manag. Amir Javadpour, Forough Ja'fari, Tarik Taleb, Chafika Benzaïd
2022	J	`jnl`	AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler? CoRR Chafika Benzaïd, Tarik Taleb
2022	J	`jnl`	AI-Based Autonomic and Scalable Security Management Architecture for Secure Network Slicing in B5G. IEEE Netw. Chafika Benzaïd, Tarik Taleb, JaeSeung Song
2022	J	`jnl`	Deep data plane programming and AI for zero-trust self-driven networking in beyond 5G. Comput. Networks Othmane Hireche, Chafika Benzaïd, Tarik Taleb
2022	J	`jnl`	Deep-Ensemble-Learning-Based GPS Spoofing Detection for Cellular-Connected UAVs. IEEE Internet Things J. Yongchao Dang, Chafika Benzaïd, Bin Yang, Tarik Taleb, Yulong Shen
2022	B	`conf`	TopoTrust: A Blockchain-based Trustless and Secure Topology Discovery in SDNs. IWCMC Mohamed Lamine Adjou, Chafika Benzaïd, Tarik Taleb
2022	B	`conf`	Transfer Learning based GPS Spoofing Detection for Cellular-Connected UAVs. IWCMC Yongchao Dang, Chafika Benzaïd, Tarik Taleb, Bin Yang, Yulong Shen
2021	—	`conf`	Deep Learning for GPS Spoofing Detection in Cellular-Enabled UAV Systems. NaNA Yongchao Dang, Chafika Benzaïd, Bin Yang, Tarik Taleb
2021	J	`jnl`	Trust in 5G and Beyond Networks. IEEE Netw. Chafika Benzaïd, Tarik Taleb, Muhammad Zubair Farooqi
2020	B	`conf`	GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs. GLOBECOM Yongchao Dang, Chafika Benzaïd, Yulong Shen, Tarik Taleb
2020	B	`conf`	Robust Self-Protection Against Application-Layer (D)DoS Attacks in SDN Environment. WCNC Chafika Benzaïd, Mohammed Boukhalfa, Tarik Taleb