ECPDR: An Efficient Conditional Privacy-Preservation Scheme with Demand Response for Secure Ad hoc Social Communications. - Mohamed Amine Ferrag; Mehdi Nafa; Salim Ghanemi (Int. J. Embed. Real Time Commun. Syst., 2013)

SDPP: an intelligent secure detection scheme with strong privacy-preserving for mobile peer-to-peer social network. - Mohamed Amine Ferrag; Mehdi Nafa; Salim Ghanemi (Int. J. Inf. Comput. Secur., 2014)

A Survey on Privacy-preserving Schemes for Smart Grid Communications. - Mohamed Amine Ferrag; Leandros A. Maglaras; Helge Janicke; Jianmin Jiang (CoRR, 2016)

Authentication Protocols for Internet of Things: A Comprehensive Survey. - Mohamed Amine Ferrag; Leandros A. Maglaras; Helge Janicke; Jianmin Jiang (CoRR, 2016)

EPSA: an efficient and privacy-preserving scheme against wormhole attack on reactive routing for mobile ad hoc social networks. - Mohamed Amine Ferrag; Mehdi Nafa; Salim Ghanemi (Int. J. Secur. Networks, 2016)

Security and Privacy in Fog Computing: Challenges. - Mithun Mukherjee 001; Rakesh Matam; Lei Shu 001; Leandros A. Maglaras; Mohamed Amine Ferrag; Nikumani Choudhury; Vikas Kumar 001 (IEEE Access, 2017)

Privacy-Preserving Schemes for Ad Hoc Social Networks: A Survey. - Mohamed Amine Ferrag; Leandros A. Maglaras; Ahmed Ahmim (IEEE Commun. Surv. Tutorials, 2017)

Internet of Cloud: Security and Privacy issues. - Allan Cook; Michael Robinson 004; Mohamed Amine Ferrag; Leandros A. Maglaras; Ying He 004; Kevin I. Jones; Helge Janicke (CoRR, 2017)

A Novel Intrusion Detection Mechanism for SCADA systems which Automatically Adapts to Network Topology Changes. - Barnaby Stewart; Luís Rosa 001; Leandros A. Maglaras; Tiago J. Cruz; Mohamed Amine Ferrag; Paulo Simões 001; Helge Janicke (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2017)

Authentication Protocols for Internet of Things: A Comprehensive Survey. - Mohamed Amine Ferrag; Leandros A. Maglaras; Helge Janicke; Jianmin Jiang; Lei Shu 001 (Secur. Commun. Networks, 2017)

EPEC: an efficient privacy-preserving energy consumption scheme for smart grid communications. - Mohamed Amine Ferrag (Telecommun. Syst., 2017)

ESSPR: an efficient secure routing scheme based on searchable encryption with vehicle proxy re-encryption for vehicular peer-to-peer social network. - Mohamed Amine Ferrag; Ahmed Ahmim (Telecommun. Syst., 2017)

Taxonomy of Biometric-based Authentication Schemes for Mobile Computing Devices. - Mohamed Amine Ferrag; Leandros Maglaras; Abdelouahid Derhab; Abdelaziz Amara Korba (PAIS, 2018)

Authentication schemes for Smart Mobile Devices: Threat Models, Countermeasures, and Open Research Issues. - Mohamed Amine Ferrag; Leandros Maglaras; Abdelouahid Derhab; Athanasios V. Vasilakos; Stylianos Rallis; Helge Janicke (CoRR, 2018)

Cyber security of critical infrastructures. - Leandros A. Maglaras; Ki-Hyung Kim; Helge Janicke; Mohamed Amine Ferrag; Stylianos Rallis; Pavlina Fragkou; Athanasios Maglaras; Tiago J. Cruz (ICT Express, 2018)

An intrusion detection system based on combining probability predictions of a tree of classifiers. - Ahmed Ahmim; Makhlouf Derdour; Mohamed Amine Ferrag (Int. J. Commun. Syst., 2018)

Security for 4G and 5G cellular networks: A survey of existing authentication and privacy-preserving schemes. - Mohamed Amine Ferrag; Leandros Maglaras; Antonios Argyriou; Dimitrios Kosmanos; Helge Janicke (J. Netw. Comput. Appl., 2018)

Threats, Countermeasures and Attribution of Cyber Attacks on Critical Infrastructures. - Leandros Maglaras; Mohamed Amine Ferrag; Abdelouahid Derhab; Mithun Mukherjee 001; Helge Janicke; Stylianos Rallis (EAI Endorsed Trans. Security Safety, 2018)

Vulnerability Assessment of Cyber Security for SCADA Systems. - Kyle Coffey; Leandros A. Maglaras; Richard Smith 002; Helge Janicke; Mohamed Amine Ferrag; Abdelouahid Derhab; Mithun Mukherjee 001; Stylianos Rallis; Awais Yousaf (Guide to Vulnerability Analysis for Computer Networks and Systems, 2018)

A Novel Hierarchical Intrusion Detection System Based on Decision Tree and Rules-Based Models. - Ahmed Ahmim; Leandros A. Maglaras; Mohamed Amine Ferrag; Makhlouf Derdour; Helge Janicke (DCOSS, 2019)

DeliveryCoin: An IDS and Blockchain-Based Delivery Framework for Drone-Delivered Services. - Mohamed Amine Ferrag; Leandros A. Maglaras (Comput., 2019)

Threats, Protection and Attribution of Cyber Attacks on Critical Infrastructures. - Leandros A. Maglaras; Mohamed Amine Ferrag; Abdelouahid Derhab; Mithun Mukherjee 001; Helge Janicke; Stylianos Rallis (CoRR, 2019)

Authentication and Authorization for Mobile IoT Devices using Bio-features: Recent Advances and Future Trends. - Mohamed Amine Ferrag; Leandros A. Maglaras; Abdelouahid Derhab (CoRR, 2019)

Blockchain Technologies for the Internet of Things: Research Issues and Challenges. - Mohamed Amine Ferrag; Makhlouf Derdour; Mithun Mukherjee 001; Abdelouahid Derhab; Leandros A. Maglaras; Helge Janicke (IEEE Internet Things J., 2019)

Authentication and Authorization for Mobile IoT Devices Using Biofeatures: Recent Advances and Future Trends. - Mohamed Amine Ferrag; Leandros A. Maglaras; Abdelouahid Derhab (Secur. Commun. Networks, 2019)

Blockchain and Random Subspace Learning-Based IDS for SDN-Enabled Industrial IoT Security. - Abdelouahid Derhab; Mohamed Guerroumi; Abdu Gumaei; Leandros A. Maglaras; Mohamed Amine Ferrag; Mithun Mukherjee 001; Farrukh Aslam Khan (Sensors, 2019)

The Impact of the Adversary's Eavesdropping Stations on the Location Privacy Level in Internet of Vehicles. - Messaoud Babaghayou; Nabila Labraoui; Ado Adamou Abba Ari; Mohamed Amine Ferrag; Leandros Maglaras (SEEDA-CECNSM, 2020)

Security and Privacy for Green IoT-Based Agriculture: Review, Blockchain Solutions, and Challenges. - Mohamed Amine Ferrag; Lei Shu 001; Xing Yang 001; Abdelouahid Derhab; Leandros Maglaras (IEEE Access, 2020)

A novel Two-Factor HoneyToken Authentication Mechanism. - Vassilis Papaspirou; Leandros Maglaras; Mohamed Amine Ferrag; Ioanna Kantzavelou; Helge Janicke (CoRR, 2020)

An efficient indexing for Internet of Things massive data based on cloud-fog computing. - Ala-Eddine Benrazek; Zineddine Kouahla; Brahim Farou; Mohamed Amine Ferrag; Hamid Seridi; Muhammet Kurulay (Trans. Emerg. Telecommun. Technol., 2020)

RDTIDS: Rules and Decision Tree-Based Intrusion Detection System for Internet-of-Things Networks. - Mohamed Amine Ferrag; Leandros Maglaras; Ahmed Ahmim; Makhlouf Derdour; Helge Janicke (Future Internet, 2020)

The Security Aspects of Automotive Over-the-Air Updates. - James Howden; Leandros Maglaras; Mohamed Amine Ferrag (Int. J. Cyber Warf. Terror., 2020)

Pseudonym change-based privacy-preserving schemes in vehicular ad-hoc networks: A survey. - Messaoud Babaghayou; Nabila Labraoui; Ado Adamou Abba Ari; Nasreddine Lagraa; Mohamed Amine Ferrag (J. Inf. Secur. Appl., 2020)

Cyber security for fog-based smart grid SCADA systems: Solutions and challenges. - Mohamed Amine Ferrag; Messaoud Babaghayou; Mehmet Akif Yazici (J. Inf. Secur. Appl., 2020)

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study. - Mohamed Amine Ferrag; Leandros Maglaras; Sotiris Moschoyiannis; Helge Janicke (J. Inf. Secur. Appl., 2020)

Teaching the process of building an Intrusion Detection System using data from a small-scale SCADA testbed. - Leandros Maglaras; Tiago Cruz 001; Mohamed Amine Ferrag; Helge Janicke (Internet Technol. Lett., 2020)

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. - Ioannis Vourgidis; Leandros Maglaras; Ahmed S. Alfakeeh; Ali H. Al-Bayatti; Mohamed Amine Ferrag (Sensors, 2020)

Authentication schemes for smart mobile devices: threat models, countermeasures, and open research issues. - Mohamed Amine Ferrag; Leandros Maglaras; Abdelouahid Derhab; Helge Janicke (Telecommun. Syst., 2020)

DeepCoin: A Novel Deep Learning and Blockchain-Based Energy Exchange Framework for Smart Grids. - Mohamed Amine Ferrag; Leandros Maglaras (IEEE Trans. Engineering Management, 2020)

SDGchain: When Service Dependency Graph Meets Blockchain to Enhance Privacy. - Rofaida Khemaissia; Makhlouf Derdour; Ala Djeddai; Mohamed Amine Ferrag (IWSPA@CODASPY, 2021)

SAMA: Security-Aware Monitoring Approach for Location Abusing and UAV GPS-Spoofing Attacks on Internet of Vehicles. - Messaoud Babaghayou; Nabila Labraoui; Ado Adamou Abba Ari; Nasreddine Lagraa; Mohamed Amine Ferrag; Leandros Maglaras (CrownCom/WiCON, 2021)

Quantum Cryptography in Maritime Telecommunications. - Maria Papathanasaki; Panagiotis Fountas; Leandros Maglaras; Christos Douligeris; Mohamed Amine Ferrag (CSR, 2021)

A novel Two-Factor HoneyToken Authentication Mechanism. - Vassilis Papaspirou; Leandros Maglaras; Mohamed Amine Ferrag; Ioanna Kantzavelou; Helge Janicke; Christos Douligeris (ICCCN, 2021)

Between Location protection and Overthrowing: A Contrariness Framework Study for Smart Vehicles. - Messaoud Babaghayou; Nabila Labraoui; Mohamed Amine Ferrag; Leandros Maglaras (ICCE, 2021)

Digital Twins and Cyber Security - solution or challenge? - David Holmes; Maria Papathanasaki; Leandros Maglaras; Mohamed Amine Ferrag; Surya Nepal; Helge Janicke (SEEDA-CECNSM, 2021)

Blockchain Technology: A case study in supply chain management. - Taha Abdelgalil; Vasileios Manolas; Leandros Maglaras; Ioanna Kantzavelou; Mohamed Amine Ferrag (TPS-ISA, 2021)

Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis. - Mohamed Amine Ferrag; Othmane Friha; Leandros Maglaras; Helge Janicke; Lei Shu 001 (IEEE Access, 2021)

Cybersecurity Revisited: Honeytokens meet Google Authenticator. - Vassilis Papaspirou; Maria Papathanasaki; Leandros Maglaras; Ioanna Kantzavelou; Christos Douligeris; Mohamed Amine Ferrag; Helge Janicke (CoRR, 2021)

Fighting COVID-19 and Future Pandemics With the Internet of Things: Security and Privacy Perspectives. - Mohamed Amine Ferrag; Lei Shu 001; Kim-Kwang Raymond Choo (IEEE CAA J. Autom. Sinica, 2021)

Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies. - Othmane Friha; Mohamed Amine Ferrag; Lei Shu 001; Leandros Maglaras; Xiaochan Wang (IEEE CAA J. Autom. Sinica, 2021)

A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges. - Xing Yang 001; Lei Shu 001; Jianing Chen; Mohamed Amine Ferrag; Jun Wu; Edmond Nurellari; Kai Huang 006 (IEEE CAA J. Autom. Sinica, 2021)

The Performance Evaluation of Blockchain-Based Security and Privacy Systems for the Internet of Things: A Tutorial. - Mohamed Amine Ferrag; Lei Shu 001 (IEEE Internet Things J., 2021)

EASBF: An efficient authentication scheme over blockchain for fog computing-enabled internet of vehicles. - Merzougui Salah Eddine; Mohamed Amine Ferrag; Othmane Friha; Leandros Maglaras (J. Inf. Secur. Appl., 2021)

WHISPER: A Location Privacy-Preserving Scheme Using Transmission Range Changing for Internet of Vehicles. - Messaoud Babaghayou; Nabila Labraoui; Ado Adamou Abba Ari; Mohamed Amine Ferrag; Leandros Maglaras; Helge Janicke (Sensors, 2021)

Deep Learning with Recurrent Expansion for Electricity Theft Detection in Smart Grids. - Tarek Berghout; Mohamed Benbouzid 001; Mohamed Amine Ferrag (IECON, 2022)

Security Revisited: Honeytokens meet Google Authenticator. - Vassilis Papaspirou; Maria Papathanasaki; Leandros Maglaras; Ioanna Kantzavelou; Christos Douligeris; Mohamed Amine Ferrag; Helge Janicke (SEEDA-CECNSM, 2022)

Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning. - Mohamed Amine Ferrag; Othmane Friha; Djallel Hamouda; Leandros Maglaras; Helge Janicke (IEEE Access, 2022)

Automated Deep Learning BLACK-BOX Attack for Multimedia P-BOX Security Assessment. - Zakaria Tolba; Makhlouf Derdour; Mohamed Amine Ferrag; S. M. Muyeen; Mohamed Benbouzid 001 (IEEE Access, 2022)

Reliability, Security, and Privacy in Power Grids. - Leandros A. Maglaras; Mohamed Amine Ferrag; Helge Janicke; Nick Ayres 001; Leandros Tassiulas (Computer, 2022)

Clustering and parallel indexing of big IoT data in the fog-cloud computing level. - Karima Khettabi; Zineddine Kouahla; Brahim Farou; Hamid Seridi; Mohamed Amine Ferrag (Trans. Emerg. Telecommun. Technol., 2022)

A Survey on Big IoT Data Indexing: Potential Solutions, Recent Advancements, and Open Issues. - Zineddine Kouahla; Ala-Eddine Benrazek; Mohamed Amine Ferrag; Brahim Farou; Hamid Seridi; Muhammet Kurulay; Adeel Anjum; Alia Asheralieva (Future Internet, 2022)

Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions. - Mohamed Amine Ferrag; Lei Shu 001; Othmane Friha; Xing Yang 001 (IEEE CAA J. Autom. Sinica, 2022)

Digital Agriculture Security: Aspects, Threats, Mitigation Strategies, and Future Trends. - Othmane Friha; Mohamed Amine Ferrag; Leandros Maglaras; Lei Shu 001 (IEEE Internet Things Mag., 2022)

A new static path planning strategy for drones. - Aymen Dia Eddine Berini; Brahim Farou; Mohamed Amine Ferrag; Hamid Seridi; Herman Akdag (Internet Technol. Lett., 2022)

FELIDS: Federated learning-based intrusion detection system for agricultural Internet of Things. - Othmane Friha; Mohamed Amine Ferrag; Lei Shu 001; Leandros Maglaras; Kim-Kwang Raymond Choo; Mehdi Nafaa (J. Parallel Distributed Comput., 2022)

A Blockchain-Based Intrusion Detection System Using Viterbi Algorithm and Indirect Trust for IIoT Systems. - Geetanjali Rathee; Chaker Abdelaziz Kerrache; Mohamed Amine Ferrag (J. Sens. Actuator Networks, 2022)

Cybersecurity of Critical Infrastructures: Challenges and Solutions. - Leandros Maglaras; Helge Janicke; Mohamed Amine Ferrag (Sensors, 2022)

Physical Security and Safety of IoT Equipment: A Survey of Recent Advances and Opportunities. - Xing Yang 001; Lei Shu 001; Ye Liu 004; Gerhard Petrus Hancke; Mohamed Amine Ferrag; Kai Huang 006 (IEEE Trans. Ind. Informatics, 2022)

Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications: Centralized and Federated Learning. - Mohamed Amine Ferrag; Othmane Friha; Djallel Hamouda; Leandros Maglaras; Helge Janicke (IEEE DataPort, 2022)

Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. - Mohamed Amine Ferrag; Mérouane Debbah; Muna Al-Hawawreh (CCGridW, 2023)

Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things. - Mohamed Amine Ferrag; Djallel Hamouda; Mérouane Debbah; Leandros Maglaras; Abderrahmane Lakas (DCOSS-IoT, 2023)

Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-Enabled IoTs: An Anticipatory Study. - Mohamed Amine Ferrag; Burak Kantarci; Lucas C. Cordeiro; Mérouane Debbah; Kim-Kwang Raymond Choo (ICC Workshops, 2023)

The FormAI Dataset: Generative AI in Software Security through the Lens of Formal Verification. - Norbert Tihanyi; Tamás Bisztray; Ridhi Jain; Mohamed Amine Ferrag; Lucas C. Cordeiro; Vasileios Mavroeidis (PROMISE, 2023)

Reliability Analysis of Fault Tolerant Memory Systems. - Yagmur Yigit; Leandros Maglaras; Mohamed Amine Ferrag; Naghmeh Moradpoor; Georgios Lambropoulos (SEEDA-CECNSM, 2023)

Proximity-Driven, Load-Balancing Task Offloading Algorithm for Enhanced Performance in Satellite-Enabled Mist Computing. - Messaoud Babaghayou; Noureddine Chaib; Leandros Maglaras; Yagmur Yigit; Mohamed Amine Ferrag; Carol Marsh (WiCON, 2023)

ESASCF: Expertise Extraction, Generalization and Reply Framework for Optimized Automation of Network Security Compliance. - Mohamed Chahine Ghanem; Thomas M. Chen; Mohamed Amine Ferrag; Mohyi E. Kettouche (IEEE Access, 2023)

Efficient Method for Continuous IoT Data Stream Indexing in the Fog-Cloud Computing Level. - Karima Khettabi; Zineddine Kouahla; Brahim Farou; Hamid Seridi; Mohamed Amine Ferrag (Big Data Cogn. Comput., 2023)

Edge Learning for 6G-Enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. - Mohamed Amine Ferrag; Othmane Friha; Burak Kantarci; Norbert Tihanyi; Lucas C. Cordeiro; Mérouane Debbah; Djallel Hamouda; Muna Al-Hawawreh; Kim-Kwang Raymond Choo (IEEE Commun. Surv. Tutorials, 2023)

A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification. - Yiannis Charalambous; Norbert Tihanyi; Ridhi Jain; Youcheng Sun; Mohamed Amine Ferrag; Lucas C. Cordeiro (CoRR, 2023)

Revolutionizing Cyber Threat Detection with Large Language Models. - Mohamed Amine Ferrag; Mthandazo Ndhlovu; Norbert Tihanyi; Lucas C. Cordeiro; Mérouane Debbah; Thierry Lestable (CoRR, 2023)

SecureFalcon: The Next Cyber Reasoning System for Cyber Security. - Mohamed Amine Ferrag; Ammar Battah; Norbert Tihanyi; Mérouane Debbah; Thierry Lestable; Lucas C. Cordeiro (CoRR, 2023)

ESASCF: Expertise Extraction, Generalization and Reply Framework for an Optimized Automation of Network Security Compliance. - Mohamed Chahine Ghanem; Thomas M. Chen; Mohamed Amine Ferrag; Mohyi E. Kettouche (CoRR, 2023)

Distance-Only Task Orchestration Algorithm for Energy Efficiency in Satellite-Based Mist Computing. - Messaoud Babaghayou; Noureddine Chaib; Leandros Maglaras; Yagmur Yigit; Mohamed Amine Ferrag (CoRR, 2023)

PrSChain: A Blockchain Based Privacy Preserving Approach for Data Service Composition. - Rofaida Khemaissia; Makhlouf Derdour; Mohamed Amine Ferrag; Mohammed Mounir Bouhamed (Informatica (Slovenia), 2023)

A Novel Authentication Method That Combines Honeytokens and Google Authenticator. - Vassilis Papaspirou; Maria Papathanasaki; Leandros Maglaras; Ioanna Kantzavelou; Christos Douligeris; Mohamed Amine Ferrag; Helge Janicke (Inf., 2023)

A new method for indexing continuous IoT data flows in metric space. - Karima Khettabi; Zineddine Kouahla; Brahim Farou; Hamid Seridi; Mohamed Amine Ferrag (Internet Technol. Lett., 2023)

A novel autonomous container-based platform for cybersecurity training and research. - Nestoras Chouliaras; Ioanna Kantzavelou; Leandros Maglaras; Grammati E. Pantziou; Mohamed Amine Ferrag (PeerJ Comput. Sci., 2023)

HCALA: Hyperelliptic curve-based anonymous lightweight authentication scheme for Internet of Drones. - Aymen Dia Eddine Berini; Mohamed Amine Ferrag; Brahim Farou; Hamid Seridi (Pervasive Mob. Comput., 2023)

A Safety-Aware Location Privacy-Preserving IoV Scheme with Road Congestion-Estimation in Mobile Edge Computing. - Messaoud Babaghayou; Noureddine Chaib; Nasreddine Lagraa; Mohamed Amine Ferrag; Leandros Maglaras (Sensors, 2023)

ESIKE: An Efficient and Secure Internet Key Exchange Protocol. - Marwa Ahmim; Ahmed Ahmim; Mohamed Amine Ferrag; Nacira Ghoualmi-Zine; Leandros Maglaras (Wirel. Pers. Commun., 2023)

PPSS: A privacy-preserving secure framework using blockchain-enabled federated deep learning for Industrial IoTs. - Djallel Hamouda; Mohamed Amine Ferrag; Nadjette Benhamida; Hamid Seridi (Pervasive Mob. Comput., 2023)

Internet of drones security: Taxonomies, open issues, and future directions. - Abdelouahid Derhab; Omar Cheikhrouhou; Azza Allouch; Anis Koubaa; Basit Qureshi; Mohamed Amine Ferrag; Leandros Maglaras; Farrukh Aslam Khan (Veh. Commun., 2023)

2DF-IDS: Decentralized and differentially private federated learning-based intrusion detection system for industrial IoT. - Othmane Friha; Mohamed Amine Ferrag; Mohamed Benbouzid 001; Tarek Berghout; Burak Kantarci; Kim-Kwang Raymond Choo (Comput. Secur., 2023)

Dataset for : A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification. - Yiannis Charalambous; Norbert Tihanyi; Ridhi Jain; Youcheng Sun; Mohamed Amine Ferrag; Lucas C. Cordeiro (Zenodo, 2023)

Blockchain and Artificial Intelligence as Enablers of Cyber Security in the Era of IoT and IIoT Applications. - Mohamed Amine Ferrag; Leandros Maglaras; Mohamed Benbouzid 001 (J. Sens. Actuator Networks, 2023)

A machine learning model for improving virtual machine migration in cloud computing. - Ali Belgacem; Saïd Mahmoudi; Mohamed Amine Ferrag (J. Supercomput., 2023)

Digitization of healthcare sector: A study on privacy and security concerns. - Metty Paul; Leandros Maglaras; Mohamed Amine Ferrag; Iman M. Almomani (ICT Express, 2023)

FormAI Dataset: A Large Collection of AI-Generated C Programs and Their Vulnerability Classifications. - Norbert Tihanyi; Tamás Bisztray; Ridhi Jain; Mohamed Amine Ferrag; Lucas C. Cordeiro; Vasileios Mavroeidis (IEEE DataPort, 2023)

Multiverse Recurrent Expansion With Multiple Repeats: A Representation Learning Algorithm for Electricity Theft Detection in Smart Grids. - Tarek Berghout; Mohamed Benbouzid 001; Mohamed Amine Ferrag (IEEE Trans. Smart Grid, 2023)

IoVT-based efficient solution for optimal active smart camera selection in a tracking mission. - Ala-Eddine Benrazek; Brahim Farou; Zineddine Kouahla; Mohamed Amine Ferrag; Hamid Seridi (Internet Things, 2023)

Tree-based indexing technique for efficient and real-time label retrieval in the object tracking system. - Ala-Eddine Benrazek; Zineddine Kouahla; Brahim Farou; Hamid Seridi; Imane Allele; Mohamed Amine Ferrag (J. Supercomput., 2023)

Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. - 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; et al. (IEEE Big Data, 2024)

CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge. - Norbert Tihanyi; Mohamed Amine Ferrag; Ridhi Jain; Tamás Bisztray; Mérouane Debbah (CSR, 2024)

Assessment and Analysis of IoT Protocol Effectiveness in Data Exfiltration Scenario. - Olanrewaju Mueez Adesanya; Naghmeh Moradpoor; Leandros Maglaras; Ik Soo Lim; Mohamed Amine Ferrag (DCOSS-IoT, 2024)

Advancing Cybersecurity with LLMs: A Comprehensive Review of Intrusion Detection Systems and Emerging Application. - Djallel Hamouda; Mohamed Amine Ferrag; Nadjette Benhamida; Hamid Seridi (IAM, 2024)

Rapid Taint Assisted Concolic Execution (TACE). - Ridhi Jain; Norbert Tihanyi; Mthandazo Ndhlovu; Mohamed Amine Ferrag; Lucas C. Cordeiro (SIGSOFT FSE Companion, 2024)

Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices. - Mohamed Amine Ferrag; Mthandazo Ndhlovu; Norbert Tihanyi; Lucas C. Cordeiro; Mérouane Debbah; Thierry Lestable; Narinderjit Singh Thandi (IEEE Access, 2024)

CyberMetric: A Benchmark Dataset for Evaluating Large Language Models Knowledge in Cybersecurity. - Norbert Tihanyi; Mohamed Amine Ferrag; Ridhi Jain; Mérouane Debbah (CoRR, 2024)

Do Neutral Prompts Produce Insecure Code? FormAI-v2 Dataset: Labelling Vulnerabilities in Code Generated by Large Language Models. - Norbert Tihanyi; Tamás Bisztray; Mohamed Amine Ferrag; Ridhi Jain; Lucas C. Cordeiro (CoRR, 2024)

Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities. - Yagmur Yigit; Mohamed Amine Ferrag; Iqbal H. Sarker; Leandros A. Maglaras; Christos Chrysoulas; Naghmeh Moradpoor; Helge Janicke (CoRR, 2024)

Generative AI and Large Language Models for Cyber Security: All Insights You Need. - Mohamed Amine Ferrag; Fatima Alwahedi; Ammar Battah; Bilel Cherif; Abdechakour Mechri; Norbert Tihanyi (CoRR, 2024)

Securing Tomorrow's Smart Cities: Investigating Software Security in Internet of Vehicles and Deep Learning Technologies. - Ridhi Jain; Norbert Tihanyi; Mohamed Amine Ferrag (CoRR, 2024)

Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. - 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 (CoRR, 2024)

Revolutionizing intrusion detection in industrial IoT with distributed learning and deep generative techniques. - Djallel Hamouda; Mohamed Amine Ferrag; Nadjette Benhamida; Hamid Seridi; Mohamed Chahine Ghanem (Internet Things, 2024)

Eye-Net: A Low-Complexity Distributed Denial of Service Attack-Detection System Based on Multilayer Perceptron. - Ramzi Khantouchi; Ibtissem Gasmi; Mohamed Amine Ferrag (J. Sens. Actuator Networks, 2024)

LLM-Based Edge Intelligence: A Comprehensive Survey on Architectures, Applications, Security and Trustworthiness. - Othmane Friha; Mohamed Amine Ferrag; Burak Kantarci; Burak Çakmak; Arda Ozgun; Nassira Ghoualmi-Zine (IEEE Open J. Commun. Soc., 2024)

From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation. - Poonam Lohan; Burak Kantarci; Mohamed Amine Ferrag; Norbert Tihanyi; Yi Shi 001 (IEEE Open J. Commun. Soc., 2024)

Security and Privacy in Solar Insecticidal Lamps Internet of Things: Requirements and Challenges. - Qingsong Zhao; Lei Shu 001; Kailiang Li; Mohamed Amine Ferrag; Ximeng Liu; Yanbin Li 001 (IEEE CAA J. Autom. Sinica, 2024)

Securing the Industrial Internet of Things against ransomware attacks: A comprehensive analysis of the emerging threat landscape and detection mechanisms. - Muna Al-Hawawreh; Mamoun Alazab; Mohamed Amine Ferrag; M. Shamim Hossain (J. Netw. Comput. Appl., 2024)

Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures. - Iqbal H. Sarker; Helge Janicke; Mohamed Amine Ferrag; Alsharif Abuadbba (Internet Things, 2024)

Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems. - Bui Duc Son; Tien Hoa Nguyen 001; Trinh Van Chien; Waqas Khalid; Mohamed Amine Ferrag; Wan Choi 001; Mérouane Debbah (IEEE Internet Things J., 2024)

A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification. - Norbert Tihanyi; Yiannis Charalambous; Ridhi Jain; Mohamed Amine Ferrag; Lucas C. Cordeiro (AST@ICSE, 2025)

CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs Towards CWE Detection. - Richard A. Dubniczky; Krisztofer Zoltán Horvát; Tamás Bisztray; Mohamed Amine Ferrag; Lucas C. Cordeiro; Norbert Tihanyi (TASE, 2025)

SecureQwen: Leveraging LLMs for vulnerability detection in python codebases. - Abdechakour Mechri; Mohamed Amine Ferrag; Mérouane Debbah (Comput. Secur., 2025)

Advancing Cyber Incident Timeline Analysis Through Retrieval-Augmented Generation and Large Language Models. - Fatma Yasmine Loumachi; Mohamed Chahine Ghanem; Mohamed Amine Ferrag (Comput., 2025)

APOLLO: a proximity-oriented, low-layer orchestration algorithm for resources optimization in mist computing. - Messaoud Babaghayou; Noureddine Chaib; Leandros A. Maglaras; Yagmur Yigit; Mohamed Amine Ferrag; Carol Marsh; Naghmeh Moradpoor (Wirel. Networks, 2025)

Vulnerability Detection: From Formal Verification to Large Language Models and Hybrid Approaches: A Comprehensive Overview. - Norbert Tihanyi; Tamás Bisztray; Mohamed Amine Ferrag; Bilel Cherif; Richard A. Dubniczky; Ridhi Jain; Lucas C. Cordeiro (CoRR, 2025)

Reasoning Beyond Limits: Advances and Open Problems for LLMs. - Mohamed Amine Ferrag; Norbert Tihanyi; Mérouane Debbah (CoRR, 2025)

How secure is AI-generated code: a large-scale comparison of large language models. - Norbert Tihanyi; Tamás Bisztray; Mohamed Amine Ferrag; Ridhi Jain; Lucas C. Cordeiro (Empir. Softw. Eng., 2025)

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review. - Mohamed Amine Ferrag; Norbert Tihanyi; Mérouane Debbah (CoRR, 2025)

SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection With LLMs? - 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 (IEEE Trans. Software Eng., 2025)

I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution. - Tamás Bisztray; Bilel Cherif; Richard A. Dubniczky; Nils Gruschka; Bertalan Borsos; Mohamed Amine Ferrag; Attila Kovács; Vasileios Mavroeidis; Norbert Tihanyi (CoRR, 2025)

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows. - Mohamed Amine Ferrag; Norbert Tihanyi; Djallel Hamouda; Leandros Maglaras; Mérouane Debbah (CoRR, 2025)