Mohamed Amine Ferrag

163 papers B 3C 3Misc 3Journal 134Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	6G-Bench: An Open Benchmark for Semantic Communication and Network-Level Reasoning With Foundation Models in AI-Native 6G Networks. IEEE Open J. Commun. Soc. Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	6G-Bench: An Open Benchmark for Semantic Communication and Network-Level Reasoning with Foundation Models in AI-Native 6G Networks. CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	A Comprehensive Survey of LLMs for Sustainable and Renewable Energy Systems. Inf. Abderaouf Bahi, Aymen Dia Eddine Berini, Mohamed Amine Ferrag, Amel Ourici, Norziana Jamil, Leandros Maglaras
2026	J	`jnl`	A secure and transparent communication mechanism based on blockchain and fuzzy evaluation matrix in metaverse industry 4.0. Inf. Secur. J. A Glob. Perspect. Chaker Abdelaziz Kerrache, Geetanjali Rathee, Mohamed Lahby, Anna Maria Vegni, Muhammad Bilal, Mohamed Amine Ferrag
2026	J	`jnl`	AgentDrive: An Open Benchmark Dataset for Agentic AI Reasoning with LLM-Generated Scenarios in Autonomous Systems. CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	FreeGNN: Continual Source-Free Graph Neural Network Adaptation for Renewable Energy Forecasting. CoRR Abderaouf Bahi, Amel Ourici, Ibtissem Gasmi, Aida Derrablia, Warda Deghmane, Mohamed Amine Ferrag
2026	J	`jnl`	From prompt injections to protocol exploits: Threats in LLM-powered AI agents workflows. ICT Express Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, Leandros Maglaras, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	How Small Can 6G Reason? Scaling Tiny Language Models for AI-Native Networks. CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	RichGNN: Attribute-enriched graph neural network for optimized e-commerce recommendations. Knowl. Inf. Syst. Abderaouf Bahi, Amel Ourici, Mohamed Amine Ferrag
2026	J	`jnl`	Secure UAV-AV communications architecture in non-terrestrial networks: A review. Veh. Commun. Aymen Dia Eddine Berini, Norziana Jamil, Ala-Eddine Benrazek, Rosdiadee Nordin, Abdikarim Mohamed Ibrahim, Ali Ismail Awad, Mohd Shariq, Abderrahmane Lakas, Mohamed Amine Ferrag
2026	J	`jnl`	Security and privacy in LLMs: A comprehensive survey of threats and mitigation strategies. Inf. Fusion Aymen Dia Eddine Berini, Norziana Jamil, Ala-Eddine Benrazek, Abderrahmane Lakas, Leila Ismail, Mohamed Amine Ferrag, Kwok-Yan Lam
2026	J	`jnl`	α CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2026	J	`jnl`	α CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2025	C	`conf`	A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification. AST Norbert Tihanyi, Yiannis Charalambous, Ridhi Jain, Mohamed Amine Ferrag, Lucas C. Cordeiro
2025	J	`jnl`	APOLLO: a proximity-oriented, low-layer orchestration algorithm for resources optimization in mist computing. Wirel. Networks Messaoud Babaghayou, Noureddine Chaib, Leandros A. Maglaras, Yagmur Yigit, Mohamed Amine Ferrag, Carol Marsh, Naghmeh Moradpoor
2025	J	`jnl`	Advancing Cyber Incident Timeline Analysis Through Retrieval-Augmented Generation and Large Language Models. Comput. Fatma Yasmine Loumachi, Mohamed Chahine Ghanem, Mohamed Amine Ferrag
2025	Misc	`conf`	CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs Towards CWE Detection. TASE Richard A. Dubniczky, Krisztofer Zoltán Horvát, Tamás Bisztray, Mohamed Amine Ferrag, Lucas C. Cordeiro, Norbert Tihanyi
2025	J	`jnl`	CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection. CoRR Richard A. Dubniczky, Krisztofer Zoltán Horvát, Tamás Bisztray, Mohamed Amine Ferrag, Lucas C. Cordeiro, Norbert Tihanyi
2025	J	`jnl`	From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review. CoRR Mohamed Amine Ferrag, Norbert Tihanyi, Mérouane Debbah
2025	J	`jnl`	From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows. CoRR Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, Leandros Maglaras, Mérouane Debbah
2025	J	`jnl`	How secure is AI-generated code: a large-scale comparison of large language models. Empir. Softw. Eng. Norbert Tihanyi, Tamás Bisztray, Mohamed Amine Ferrag, Ridhi Jain, Lucas C. Cordeiro
2025	—	`conf`	I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution. AISec@CCS Tamás Bisztray, Bilel Cherif, Richard A. Dubniczky, Nils Gruschka, Bertalan Borsos, Mohamed Amine Ferrag, Attila Kovács, Vasileios Mavroeidis, Norbert Tihanyi
2025	J	`jnl`	I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution. CoRR Tamás Bisztray, Bilel Cherif, Richard A. Dubniczky, Nils Gruschka, Bertalan Borsos, Mohamed Amine Ferrag, Attila Kovács, Vasileios Mavroeidis, Norbert Tihanyi
2025	J	`jnl`	Innovating Augmented Reality Security: Recent E2E Encryption Approaches. CoRR Hamish Alsop, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker, Mohamed Amine Ferrag
2025	J	`jnl`	Reasoning Beyond Limits: Advances and Open Problems for LLMs. CoRR Mohamed Amine Ferrag, Norbert Tihanyi, Mérouane Debbah
2025	J	`jnl`	Reasoning beyond limits: Advances and open problems for LLMs. ICT Express Mohamed Amine Ferrag, Norbert Tihanyi, Mérouane Debbah
2025	J	`jnl`	Reliability and Resilience of AI-Driven Critical Network Infrastructure under Cyber-Physical Threats. CoRR Konstantinos A. Lizos, Leandros Maglaras, Elena Petrovik, Saied M. Abd El-atty, Georgios Tsachtsiris, Mohamed Amine Ferrag
2025	J	`jnl`	SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection With LLMs? IEEE Trans. Software Eng. Mohamed Amine Ferrag, Ammar Battah, Norbert Tihanyi, Ridhi Jain, Diana Maimut, Fatima Alwahedi, Thierry Lestable, Narinderjit Singh Thandi, Abdechakour Mechri, Mérouane Debbah, Lucas C. Cordeiro
2025	J	`jnl`	SecureQwen: Leveraging LLMs for vulnerability detection in python codebases. Comput. Secur. Abdechakour Mechri, Mohamed Amine Ferrag, Mérouane Debbah
2025	J	`jnl`	The Hidden DNA of LLM-Generated JavaScript: Structural Patterns Enable High-Accuracy Authorship Attribution. CoRR Norbert Tihanyi, Bilel Cherif, Richard A. Dubniczky, Mohamed Amine Ferrag, Tamás Bisztray
2025	J	`jnl`	UAVBench: An Open Benchmark Dataset for Autonomous and Agentic AI UAV Systems via LLM-Generated Flight Scenarios. CoRR Mohamed Amine Ferrag, Abderrahmane Lakas, Mérouane Debbah
2025	J	`jnl`	Vulnerability Detection: From Formal Verification to Large Language Models and Hybrid Approaches: A Comprehensive Overview. CoRR Norbert Tihanyi, Tamás Bisztray, Mohamed Amine Ferrag, Bilel Cherif, Richard A. Dubniczky, Ridhi Jain, Lucas C. Cordeiro
2024	—	`conf`	Advancing Cybersecurity with LLMs: A Comprehensive Review of Intrusion Detection Systems and Emerging Application. IAM Djallel Hamouda, Mohamed Amine Ferrag, Nadjette Benhamida, Hamid Seridi
2024	J	`jnl`	Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems. CoRR Bui Duc Son, Tien Hoa Nguyen, Trinh Van Chien, Waqas Khalid, Mohamed Amine Ferrag, Wan Choi, Mérouane Debbah
2024	J	`jnl`	Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems. IEEE Internet Things J. Bui Duc Son, Tien Hoa Nguyen, Trinh Van Chien, Waqas Khalid, Mohamed Amine Ferrag, Wan Choi, Mérouane Debbah
2024	—	`conf`	Assessment and Analysis of IoT Protocol Effectiveness in Data Exfiltration Scenario. DCOSS-IoT Olanrewaju Mueez Adesanya, Naghmeh Moradpoor, Leandros Maglaras, Ik Soo Lim, Mohamed Amine Ferrag
2024	J	`jnl`	Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities. CoRR Yagmur Yigit, Mohamed Amine Ferrag, Iqbal H. Sarker, Leandros A. Maglaras, Christos Chrysoulas, Naghmeh Moradpoor, Helge Janicke
2024	Misc	`conf`	CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge. CSR Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Tamás Bisztray, Mérouane Debbah
2024	J	`jnl`	CyberMetric: A Benchmark Dataset for Evaluating Large Language Models Knowledge in Cybersecurity. CoRR Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Mérouane Debbah
2024	J	`jnl`	Do Neutral Prompts Produce Insecure Code? FormAI-v2 Dataset: Labelling Vulnerabilities in Code Generated by Large Language Models. CoRR Norbert Tihanyi, Tamás Bisztray, Mohamed Amine Ferrag, Ridhi Jain, Lucas C. Cordeiro
2024	B	`conf`	Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. IEEE Big Data Norbert Tihanyi, Tamás Bisztray, Richard A. Dubniczky, Rebeka Tóth, Bertalan Borsos, Bilel Cherif, Ridhi Jain, Lajos Muzsai, Mohamed Amine Ferrag, Ryan Marinelli, Lucas C. Cordeiro, Mérouane Debbah, Vasileios Mavroeidis, Audun Jøsang
2024	J	`jnl`	Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. CoRR Norbert Tihanyi, Tamás Bisztray, Richard A. Dubniczky, Rebeka Tóth, Bertalan Borsos, Bilel Cherif, Mohamed Amine Ferrag, Lajos Muzsai, Ridhi Jain, Ryan Marinelli, Lucas C. Cordeiro, Mérouane Debbah
2024	J	`jnl`	Eye-Net: A Low-Complexity Distributed Denial of Service Attack-Detection System Based on Multilayer Perceptron. J. Sens. Actuator Networks Ramzi Khantouchi, Ibtissem Gasmi, Mohamed Amine Ferrag
2024	J	`jnl`	From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation. IEEE Open J. Commun. Soc. Poonam Lohan, Burak Kantarci, Mohamed Amine Ferrag, Norbert Tihanyi, Yi Shi
2024	J	`jnl`	Generative AI and Large Language Models for Cyber Security: All Insights You Need. CoRR Mohamed Amine Ferrag, Fatima Alwahedi, Ammar Battah, Bilel Cherif, Abdechakour Mechri, Norbert Tihanyi
2024	J	`jnl`	LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness. IEEE Open J. Commun. Soc. Othmane Friha, Mohamed Amine Ferrag, Burak Kantarci, Burak Çakmak, Arda Ozgun, Nassira Ghoualmi-Zine
2024	J	`jnl`	Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures. Internet Things Iqbal H. Sarker, Helge Janicke, Mohamed Amine Ferrag, Alsharif Abuadbba
2024	—	`conf`	Rapid Taint Assisted Concolic Execution (TACE). SIGSOFT FSE Companion Ridhi Jain, Norbert Tihanyi, Mthandazo Ndhlovu, Mohamed Amine Ferrag, Lucas C. Cordeiro
2024	J	`jnl`	Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices. IEEE Access Mohamed Amine Ferrag, Mthandazo Ndhlovu, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Thierry Lestable, Narinderjit Singh Thandi
2024	J	`jnl`	Revolutionizing intrusion detection in industrial IoT with distributed learning and deep generative techniques. Internet Things Djallel Hamouda, Mohamed Amine Ferrag, Nadjette Benhamida, Hamid Seridi, Mohamed Chahine Ghanem
2024	J	`jnl`	Securing Tomorrow's Smart Cities: Investigating Software Security in Internet of Vehicles and Deep Learning Technologies. CoRR Ridhi Jain, Norbert Tihanyi, Mohamed Amine Ferrag
2024	J	`jnl`	Securing the Industrial Internet of Things against ransomware attacks: A comprehensive analysis of the emerging threat landscape and detection mechanisms. J. Netw. Comput. Appl. Muna Al-Hawawreh, Mamoun Alazab, Mohamed Amine Ferrag, M. Shamim Hossain
2024	J	`jnl`	Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges. IEEE CAA J. Autom. Sinica Qingsong Zhao, Lei Shu, Kailiang Li, Mohamed Amine Ferrag, Ximeng Liu, Yanbin Li
2023	J	`jnl`	2DF-IDS: Decentralized and differentially private federated learning-based intrusion detection system for industrial IoT. Comput. Secur. Othmane Friha, Mohamed Amine Ferrag, Mohamed Benbouzid, Tarek Berghout, Burak Kantarci, Kim-Kwang Raymond Choo
2023	J	`jnl`	A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification. CoRR Yiannis Charalambous, Norbert Tihanyi, Ridhi Jain, Youcheng Sun, Mohamed Amine Ferrag, Lucas C. Cordeiro
2023	J	`jnl`	A Novel Authentication Method That Combines Honeytokens and Google Authenticator. Inf. Vassilis Papaspirou, Maria Papathanasaki, Leandros Maglaras, Ioanna Kantzavelou, Christos Douligeris, Mohamed Amine Ferrag, Helge Janicke
2023	J	`jnl`	A Safety-Aware Location Privacy-Preserving IoV Scheme with Road Congestion-Estimation in Mobile Edge Computing. Sensors Messaoud Babaghayou, Noureddine Chaib, Nasreddine Lagraa, Mohamed Amine Ferrag, Leandros Maglaras
2023	J	`jnl`	A machine learning model for improving virtual machine migration in cloud computing. J. Supercomput. Ali Belgacem, Saïd Mahmoudi, Mohamed Amine Ferrag
2023	J	`jnl`	A new method for indexing continuous IoT data flows in metric space. Internet Technol. Lett. Karima Khettabi, Zineddine Kouahla, Brahim Farou, Hamid Seridi, Mohamed Amine Ferrag
2023	J	`jnl`	A novel autonomous container-based platform for cybersecurity training and research. PeerJ Comput. Sci. Nestoras Chouliaras, Ioanna Kantzavelou, Leandros Maglaras, Grammati E. Pantziou, Mohamed Amine Ferrag
2023	J	`jnl`	Blockchain and Artificial Intelligence as Enablers of Cyber Security in the Era of IoT and IIoT Applications. J. Sens. Actuator Networks Mohamed Amine Ferrag, Leandros Maglaras, Mohamed Benbouzid
2023	J	`jnl`	Digitization of healthcare sector: A study on privacy and security concerns. ICT Express Metty Paul, Leandros Maglaras, Mohamed Amine Ferrag, Iman M. Almomani
2023	J	`jnl`	Distance-Only Task Orchestration Algorithm for Energy Efficiency in Satellite-Based Mist Computing. CoRR Messaoud Babaghayou, Noureddine Chaib, Leandros Maglaras, Yagmur Yigit, Mohamed Amine Ferrag
2023	J	`jnl`	ESASCF: Expertise Extraction, Generalization and Reply Framework for Optimized Automation of Network Security Compliance. IEEE Access Mohamed Chahine Ghanem, Thomas M. Chen, Mohamed Amine Ferrag, Mohyi E. Kettouche
2023	J	`jnl`	ESASCF: Expertise Extraction, Generalization and Reply Framework for an Optimized Automation of Network Security Compliance. CoRR Mohamed Chahine Ghanem, Thomas M. Chen, Mohamed Amine Ferrag, Mohyi E. Kettouche
2023	J	`jnl`	ESIKE: An Efficient and Secure Internet Key Exchange Protocol. Wirel. Pers. Commun. Marwa Ahmim, Ahmed Ahmim, Mohamed Amine Ferrag, Nacira Ghoualmi-Zine, Leandros Maglaras
2023	J	`jnl`	Edge Learning for 6G-Enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. IEEE Commun. Surv. Tutorials Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Djallel Hamouda, Muna Al-Hawawreh, Kim-Kwang Raymond Choo
2023	J	`jnl`	Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. CoRR Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Djallel Hamouda, Muna Al-Hawawreh, Kim-Kwang Raymond Choo
2023	J	`jnl`	Efficient Method for Continuous IoT Data Stream Indexing in the Fog-Cloud Computing Level. Big Data Cogn. Comput. Karima Khettabi, Zineddine Kouahla, Brahim Farou, Hamid Seridi, Mohamed Amine Ferrag
2023	—	`conf`	Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. CCGridW Mohamed Amine Ferrag, Mérouane Debbah, Muna Al-Hawawreh
2023	J	`jnl`	Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. CoRR Mohamed Amine Ferrag, Mérouane Debbah, Muna Al-Hawawreh
2023	—	`conf`	Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things. DCOSS-IoT Mohamed Amine Ferrag, Djallel Hamouda, Mérouane Debbah, Leandros Maglaras, Abderrahmane Lakas
2023	J	`jnl`	Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things. CoRR Mohamed Amine Ferrag, Djallel Hamouda, Mérouane Debbah, Leandros Maglaras, Abderrahmane Lakas
2023	J	`jnl`	HCALA: Hyperelliptic curve-based anonymous lightweight authentication scheme for Internet of Drones. Pervasive Mob. Comput. Aymen Dia Eddine Berini, Mohamed Amine Ferrag, Brahim Farou, Hamid Seridi
2023	J	`jnl`	Internet of drones security: Taxonomies, open issues, and future directions. Veh. Commun. Abdelouahid Derhab, Omar Cheikhrouhou, Azza Allouch, Anis Koubaa, Basit Qureshi, Mohamed Amine Ferrag, Leandros Maglaras, Farrukh Aslam Khan
2023	J	`jnl`	IoVT-based efficient solution for optimal active smart camera selection in a tracking mission. Internet Things Ala-Eddine Benrazek, Brahim Farou, Zineddine Kouahla, Mohamed Amine Ferrag, Hamid Seridi
2023	J	`jnl`	Multiverse Recurrent Expansion With Multiple Repeats: A Representation Learning Algorithm for Electricity Theft Detection in Smart Grids. IEEE Trans. Smart Grid Tarek Berghout, Mohamed Benbouzid, Mohamed Amine Ferrag
2023	J	`jnl`	PPSS: A privacy-preserving secure framework using blockchain-enabled federated deep learning for Industrial IoTs. Pervasive Mob. Comput. Djallel Hamouda, Mohamed Amine Ferrag, Nadjette Benhamida, Hamid Seridi
2023	—	`conf`	Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-Enabled IoTs: An Anticipatory Study. ICC Workshops Mohamed Amine Ferrag, Burak Kantarci, Lucas C. Cordeiro, Mérouane Debbah, Kim-Kwang Raymond Choo
2023	J	`jnl`	Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study. CoRR Mohamed Amine Ferrag, Burak Kantarci, Lucas C. Cordeiro, Mérouane Debbah, Kim-Kwang Raymond Choo
2023	J	`jnl`	PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition. Informatica (Slovenia) Rofaida Khemaissia, Makhlouf Derdour, Mohamed Amine Ferrag, Mohammed Mounir Bouhamed
2023	—	`conf`	Proximity-Driven, Load-Balancing Task Offloading Algorithm for Enhanced Performance in Satellite-Enabled Mist Computing. WiCON Messaoud Babaghayou, Noureddine Chaib, Leandros Maglaras, Yagmur Yigit, Mohamed Amine Ferrag, Carol Marsh
2023	—	`conf`	Reliability Analysis of Fault Tolerant Memory Systems. SEEDA-CECNSM Yagmur Yigit, Leandros Maglaras, Mohamed Amine Ferrag, Naghmeh Moradpoor, Georgios Lambropoulos
2023	J	`jnl`	Reliability Analysis of Fault Tolerant Memory Systems. CoRR Yagmur Yigit, Leandros Maglaras, Mohamed Amine Ferrag, Naghmeh Moradpoor, Georgios Lambropoulos
2023	J	`jnl`	Revolutionizing Cyber Threat Detection with Large Language Models. CoRR Mohamed Amine Ferrag, Mthandazo Ndhlovu, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Thierry Lestable
2023	J	`jnl`	SecureFalcon: The Next Cyber Reasoning System for Cyber Security. CoRR Mohamed Amine Ferrag, Ammar Battah, Norbert Tihanyi, Mérouane Debbah, Thierry Lestable, Lucas C. Cordeiro
2023	J	`jnl`	The FormAI Dataset: Generative AI in Software Security Through the Lens of Formal Verification. CoRR Norbert Tihanyi, Tamás Bisztray, Ridhi Jain, Mohamed Amine Ferrag, Lucas C. Cordeiro, Vasileios Mavroeidis
2023	—	`conf`	The FormAI Dataset: Generative AI in Software Security through the Lens of Formal Verification. PROMISE Norbert Tihanyi, Tamás Bisztray, Ridhi Jain, Mohamed Amine Ferrag, Lucas C. Cordeiro, Vasileios Mavroeidis
2023	J	`jnl`	Tree-based indexing technique for efficient and real-time label retrieval in the object tracking system. J. Supercomput. Ala-Eddine Benrazek, Zineddine Kouahla, Brahim Farou, Hamid Seridi, Imane Allele, Mohamed Amine Ferrag
2022	J	`jnl`	A Blockchain-Based Intrusion Detection System Using Viterbi Algorithm and Indirect Trust for IIoT Systems. J. Sens. Actuator Networks Geetanjali Rathee, Chaker Abdelaziz Kerrache, Mohamed Amine Ferrag
2022	J	`jnl`	A Survey on Big IoT Data Indexing: Potential Solutions, Recent Advancements, and Open Issues. Future Internet Zineddine Kouahla, Ala-Eddine Benrazek, Mohamed Amine Ferrag, Brahim Farou, Hamid Seridi, Muhammet Kurulay, Adeel Anjum, Alia Asheralieva
2022	J	`jnl`	A new static path planning strategy for drones. Internet Technol. Lett. Aymen Dia Eddine Berini, Brahim Farou, Mohamed Amine Ferrag, Hamid Seridi, Herman Akdag
2022	J	`jnl`	Automated Deep Learning BLACK-BOX Attack for Multimedia P-BOX Security Assessment. IEEE Access Zakaria Tolba, Makhlouf Derdour, Mohamed Amine Ferrag, S. M. Muyeen, Mohamed Benbouzid
2022	J	`jnl`	Clustering and parallel indexing of big IoT data in the fog-cloud computing level. Trans. Emerg. Telecommun. Technol. Karima Khettabi, Zineddine Kouahla, Brahim Farou, Hamid Seridi, Mohamed Amine Ferrag
2022	J	`jnl`	Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions. IEEE CAA J. Autom. Sinica Mohamed Amine Ferrag, Lei Shu, Othmane Friha, Xing Yang
2022	J	`jnl`	Cybersecurity of Critical Infrastructures: Challenges and Solutions. Sensors Leandros Maglaras, Helge Janicke, Mohamed Amine Ferrag
2022	C	`conf`	Deep Learning with Recurrent Expansion for Electricity Theft Detection in Smart Grids. IECON Tarek Berghout, Mohamed Benbouzid, Mohamed Amine Ferrag
2022	J	`jnl`	Digital Agriculture Security: Aspects, Threats, Mitigation Strategies, and Future Trends. IEEE Internet Things Mag. Othmane Friha, Mohamed Amine Ferrag, Leandros Maglaras, Lei Shu
2022	J	`jnl`	Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning. IEEE Access Mohamed Amine Ferrag, Othmane Friha, Djallel Hamouda, Leandros Maglaras, Helge Janicke
2022	J	`jnl`	FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things. J. Parallel Distributed Comput. Othmane Friha, Mohamed Amine Ferrag, Lei Shu, Leandros Maglaras, Kim-Kwang Raymond Choo, Mehdi Nafaa
2022	J	`jnl`	Physical Security and Safety of IoT Equipment: A Survey of Recent Advances and Opportunities. IEEE Trans. Ind. Informatics Xing Yang, Lei Shu, Ye Liu, Gerhard Petrus Hancke, Mohamed Amine Ferrag, Kai Huang
2022	J	`jnl`	Reliability, Security, and Privacy in Power Grids. Computer Leandros A. Maglaras, Mohamed Amine Ferrag, Helge Janicke, Nick Ayres, Leandros Tassiulas
2022	—	`conf`	Security Revisited: Honeytokens meet Google Authenticator. SEEDA-CECNSM Vassilis Papaspirou, Maria Papathanasaki, Leandros Maglaras, Ioanna Kantzavelou, Christos Douligeris, Mohamed Amine Ferrag, Helge Janicke
2021	J	`jnl`	A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges. IEEE CAA J. Autom. Sinica Xing Yang, Lei Shu, Jianing Chen, Mohamed Amine Ferrag, Jun Wu, Edmond Nurellari, Kai Huang
2021	B	`conf`	A novel Two-Factor HoneyToken Authentication Mechanism. ICCCN Vassilis Papaspirou, Leandros Maglaras, Mohamed Amine Ferrag, Ioanna Kantzavelou, Helge Janicke, Christos Douligeris
2021	C	`conf`	Between Location protection and Overthrowing: A Contrariness Framework Study for Smart Vehicles. ICCE Messaoud Babaghayou, Nabila Labraoui, Mohamed Amine Ferrag, Leandros Maglaras
2021	—	`conf`	Blockchain Technology: A case study in supply chain management. TPS-ISA Taha Abdelgalil, Vasileios Manolas, Leandros Maglaras, Ioanna Kantzavelou, Mohamed Amine Ferrag
2021	J	`jnl`	Cybersecurity Revisited: Honeytokens meet Google Authenticator. CoRR Vassilis Papaspirou, Maria Papathanasaki, Leandros Maglaras, Ioanna Kantzavelou, Christos Douligeris, Mohamed Amine Ferrag, Helge Janicke
2021	—	`conf`	Digital Twins and Cyber Security - solution or challenge? SEEDA-CECNSM David Holmes, Maria Papathanasaki, Leandros Maglaras, Mohamed Amine Ferrag, Surya Nepal, Helge Janicke
2021	J	`jnl`	EASBF: An efficient authentication scheme over blockchain for fog computing-enabled internet of vehicles. J. Inf. Secur. Appl. Salah Eddine Merzougui, Mohamed Amine Ferrag, Othmane Friha, Leandros Maglaras
2021	J	`jnl`	Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis. IEEE Access Mohamed Amine Ferrag, Othmane Friha, Leandros Maglaras, Helge Janicke, Lei Shu
2021	J	`jnl`	Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives. IEEE CAA J. Autom. Sinica Mohamed Amine Ferrag, Lei Shu, Kim-Kwang Raymond Choo
2021	J	`jnl`	Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies. IEEE CAA J. Autom. Sinica Othmane Friha, Mohamed Amine Ferrag, Lei Shu, Leandros Maglaras, Xiaochan Wang
2021	Misc	`conf`	Quantum Cryptography in Maritime Telecommunications. CSR Maria Papathanasaki, Panagiotis Fountas, Leandros Maglaras, Christos Douligeris, Mohamed Amine Ferrag
2021	—	`conf`	SAMA: Security-Aware Monitoring Approach for Location Abusing and UAV GPS-Spoofing Attacks on Internet of Vehicles. CrownCom/WiCON Messaoud Babaghayou, Nabila Labraoui, Ado Adamou Abba Ari, Nasreddine Lagraa, Mohamed Amine Ferrag, Leandros Maglaras
2021	—	`conf`	SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy. IWSPA@CODASPY Rofaida Khemaissia, Makhlouf Derdour, Ala Djeddai, Mohamed Amine Ferrag
2021	J	`jnl`	The Performance Evaluation of Blockchain-Based Security and Privacy Systems for the Internet of Things: A Tutorial. IEEE Internet Things J. Mohamed Amine Ferrag, Lei Shu
2021	J	`jnl`	WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles. Sensors Messaoud Babaghayou, Nabila Labraoui, Ado Adamou Abba Ari, Mohamed Amine Ferrag, Leandros Maglaras, Helge Janicke
2020	J	`jnl`	A novel Two-Factor HoneyToken Authentication Mechanism. CoRR Vassilis Papaspirou, Leandros Maglaras, Mohamed Amine Ferrag, Ioanna Kantzavelou, Helge Janicke
2020	J	`jnl`	An efficient indexing for Internet of Things massive data based on cloud-fog computing. Trans. Emerg. Telecommun. Technol. Ala-Eddine Benrazek, Zineddine Kouahla, Brahim Farou, Mohamed Amine Ferrag, Hamid Seridi, Muhammet Kurulay
2020	J	`jnl`	Authentication schemes for smart mobile devices: threat models, countermeasures, and open research issues. Telecommun. Syst. Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Helge Janicke
2020	J	`jnl`	Cyber security for fog-based smart grid SCADA systems: Solutions and challenges. J. Inf. Secur. Appl. Mohamed Amine Ferrag, Messaoud Babaghayou, Mehmet Akif Yazici
2020	J	`jnl`	Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study. J. Inf. Secur. Appl. Mohamed Amine Ferrag, Leandros Maglaras, Sotiris Moschoyiannis, Helge Janicke
2020	J	`jnl`	DeepCoin: A Novel Deep Learning and Blockchain-Based Energy Exchange Framework for Smart Grids. IEEE Trans. Engineering Management Mohamed Amine Ferrag, Leandros Maglaras
2020	—	`ed.`	Proceedings of the third Conference on Informatics and Applied Mathematics, Guelma, Algeria, Online, October 21-22, 2020. IAM Hamid Seridi, Muhammet Kurulay, Mohamed Nadjib Kouahla, Zineddine Kouahla, Brahim Farou, Mohamed Amine Ferrag, Khaled Halimi
2020	J	`jnl`	Pseudonym change-based privacy-preserving schemes in vehicular ad-hoc networks: A survey. J. Inf. Secur. Appl. Messaoud Babaghayou, Nabila Labraoui, Ado Adamou Abba Ari, Nasreddine Lagraa, Mohamed Amine Ferrag
2020	J	`jnl`	RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks. Future Internet Mohamed Amine Ferrag, Leandros Maglaras, Ahmed Ahmim, Makhlouf Derdour, Helge Janicke
2020	J	`jnl`	Security and Privacy for Green IoT-Based Agriculture: Review, Blockchain Solutions, and Challenges. IEEE Access Mohamed Amine Ferrag, Lei Shu, Xing Yang, Abdelouahid Derhab, Leandros Maglaras
2020	J	`jnl`	Teaching the process of building an Intrusion Detection System using data from a small-scale SCADA testbed. Internet Technol. Lett. Leandros Maglaras, Tiago Cruz, Mohamed Amine Ferrag, Helge Janicke
2020	—	`ed.`	The 1st International Conference on Innovative Trends in Computer Science, CITSC 2019, Guelma, Algeria, November 20-21, 2019. CITSC Hamid Seridi, Muhammet Kurulay, Zineddine Kouahla, Brahim Farou, Mohamed Nadjib Kouahla, Mohamed Amine Ferrag, Mohamed Amine Boudia
2020	—	`conf`	The Impact of the Adversary's Eavesdropping Stations on the Location Privacy Level in Internet of Vehicles. SEEDA-CECNSM Messaoud Babaghayou, Nabila Labraoui, Ado Adamou Abba Ari, Mohamed Amine Ferrag, Leandros Maglaras
2020	J	`jnl`	The Security Aspects of Automotive Over-the-Air Updates. Int. J. Cyber Warf. Terror. James Howden, Leandros Maglaras, Mohamed Amine Ferrag
2020	J	`jnl`	Use Of Smartphones for Ensuring Vulnerable Road User Safety through Path Prediction and Early Warning: An In-Depth Review of Capabilities, Limitations and Their Applications in Cooperative Intelligent Transport Systems. Sensors Ioannis Vourgidis, Leandros Maglaras, Ahmed S. Alfakeeh, Ali H. Al-Bayatti, Mohamed Amine Ferrag
2019	B	`conf`	A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models. DCOSS Ahmed Ahmim, Leandros A. Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
2019	J	`jnl`	Authentication and Authorization for Mobile IoT Devices Using Biofeatures: Recent Advances and Future Trends. Secur. Commun. Networks Mohamed Amine Ferrag, Leandros A. Maglaras, Abdelouahid Derhab
2019	J	`jnl`	Authentication and Authorization for Mobile IoT Devices using Bio-features: Recent Advances and Future Trends. CoRR Mohamed Amine Ferrag, Leandros A. Maglaras, Abdelouahid Derhab
2019	J	`jnl`	Blockchain Technologies for the Internet of Things: Research Issues and Challenges. IEEE Internet Things J. Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros A. Maglaras, Helge Janicke
2019	J	`jnl`	Blockchain and Random Subspace Learning-Based IDS for SDN-Enabled Industrial IoT Security. Sensors Abdelouahid Derhab, Mohamed Guerroumi, Abdu Gumaei, Leandros A. Maglaras, Mohamed Amine Ferrag, Mithun Mukherjee, Farrukh Aslam Khan
2019	J	`jnl`	DeliveryCoin: An IDS and Blockchain-Based Delivery Framework for Drone-Delivered Services. Comput. Mohamed Amine Ferrag, Leandros A. Maglaras
2019	J	`jnl`	Threats, Protection and Attribution of Cyber Attacks on Critical Infrastructures. CoRR Leandros A. Maglaras, Mohamed Amine Ferrag, Abdelouahid Derhab, Mithun Mukherjee, Helge Janicke, Stylianos Rallis
2018	J	`jnl`	A Novel Hierarchical Intrusion Detection System based on Decision Tree and Rules-based Models. CoRR Ahmed Ahmim, Leandros Maglaras, Mohamed Amine Ferrag, Makhlouf Derdour, Helge Janicke
2018	J	`jnl`	An intrusion detection system based on combining probability predictions of a tree of classifiers. Int. J. Commun. Syst. Ahmed Ahmim, Makhlouf Derdour, Mohamed Amine Ferrag
2018	J	`jnl`	Authentication schemes for Smart Mobile Devices: Threat Models, Countermeasures, and Open Research Issues. CoRR Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Athanasios V. Vasilakos, Stylianos Rallis, Helge Janicke
2018	J	`jnl`	Blockchain Technologies for the Internet of Things: Research Issues and Challenges. CoRR Mohamed Amine Ferrag, Makhlouf Derdour, Mithun Mukherjee, Abdelouahid Derhab, Leandros Maglaras, Helge Janicke
2018	J	`jnl`	Cyber security of critical infrastructures. ICT Express Leandros A. Maglaras, Ki-Hyung Kim, Helge Janicke, Mohamed Amine Ferrag, Stylianos Rallis, Pavlina Fragkou, Athanasios Maglaras, Tiago J. Cruz
2018	J	`jnl`	Security for 4G and 5G cellular networks: A survey of existing authentication and privacy-preserving schemes. J. Netw. Comput. Appl. Mohamed Amine Ferrag, Leandros Maglaras, Antonios Argyriou, Dimitrios Kosmanos, Helge Janicke
2018	—	`conf`	Taxonomy of Biometric-based Authentication Schemes for Mobile Computing Devices. PAIS Mohamed Amine Ferrag, Leandros Maglaras, Abdelouahid Derhab, Abdelaziz Amara Korba
2018	J	`jnl`	Threats, Countermeasures and Attribution of Cyber Attacks on Critical Infrastructures. EAI Endorsed Trans. Security Safety Leandros Maglaras, Mohamed Amine Ferrag, Abdelouahid Derhab, Mithun Mukherjee, Helge Janicke, Stylianos Rallis
2018	—	`ch.`	Vulnerability Assessment of Cyber Security for SCADA Systems. Guide to Vulnerability Analysis for Computer Networks and Systems Kyle Coffey, Leandros A. Maglaras, Richard Smith, Helge Janicke, Mohamed Amine Ferrag, Abdelouahid Derhab, Mithun Mukherjee, Stylianos Rallis, Awais Yousaf
2017	J	`jnl`	A Novel Intrusion Detection Mechanism for SCADA systems which Automatically Adapts to Network Topology Changes. EAI Endorsed Trans. Ind. Networks Intell. Syst. Barnaby Stewart, Luís Rosa, Leandros A. Maglaras, Tiago J. Cruz, Mohamed Amine Ferrag, Paulo Simões, Helge Janicke
2017	J	`jnl`	Authentication Protocols for Internet of Things: A Comprehensive Survey. Secur. Commun. Networks Mohamed Amine Ferrag, Leandros A. Maglaras, Helge Janicke, Jianmin Jiang, Lei Shu
2017	J	`jnl`	EPEC: an efficient privacy-preserving energy consumption scheme for smart grid communications. Telecommun. Syst. Mohamed Amine Ferrag
2017	J	`jnl`	ESSPR: an efficient secure routing scheme based on searchable encryption with vehicle proxy re-encryption for vehicular peer-to-peer social network. Telecommun. Syst. Mohamed Amine Ferrag, Ahmed Ahmim
2017	J	`jnl`	Internet of Cloud: Security and Privacy issues. CoRR Allan Cook, Michael Robinson, Mohamed Amine Ferrag, Leandros A. Maglaras, Ying He, Kevin I. Jones, Helge Janicke
2017	J	`jnl`	Privacy-Preserving Schemes for Ad Hoc Social Networks: A Survey. IEEE Commun. Surv. Tutorials Mohamed Amine Ferrag, Leandros A. Maglaras, Ahmed Ahmim
2017	J	`jnl`	Security and Privacy in Fog Computing: Challenges. IEEE Access Mithun Mukherjee, Rakesh Matam, Lei Shu, Leandros A. Maglaras, Mohamed Amine Ferrag, Nikumani Choudhury, Vikas Kumar
2017	J	`jnl`	Security for 4G and 5G Cellular Networks: A Survey of Existing Authentication and Privacy-preserving Schemes. CoRR Mohamed Amine Ferrag, Leandros A. Maglaras, Antonios Argyriou, Dimitrios Kosmanos, Helge Janicke
2016	J	`jnl`	A Survey on Privacy-preserving Schemes for Smart Grid Communications. CoRR Mohamed Amine Ferrag, Leandros A. Maglaras, Helge Janicke, Jianmin Jiang
2016	J	`jnl`	Authentication Protocols for Internet of Things: A Comprehensive Survey. CoRR Mohamed Amine Ferrag, Leandros A. Maglaras, Helge Janicke, Jianmin Jiang
2016	J	`jnl`	EPSA: an efficient and privacy-preserving scheme against wormhole attack on reactive routing for mobile ad hoc social networks. Int. J. Secur. Networks Mohamed Amine Ferrag, Mehdi Nafa, Salim Ghanemi
2016	J	`jnl`	Privacy-preserving schemes for Ad Hoc Social Networks: A survey. CoRR Mohamed Amine Ferrag, Leandros A. Maglaras, Ahmed Ahmim
2014	J	`jnl`	SDPP: an intelligent secure detection scheme with strong privacy-preserving for mobile peer-to-peer social network. Int. J. Inf. Comput. Secur. Mohamed Amine Ferrag, Mehdi Nafa, Salim Ghanemi
2013	J	`jnl`	ECPDR: An Efficient Conditional Privacy-Preservation Scheme with Demand Response for Secure Ad hoc Social Communications. Int. J. Embed. Real Time Commun. Syst. Mohamed Amine Ferrag, Mehdi Nafa, Salim Ghanemi