Ranwa Al Mallah

38 papers Misc 3Journal 26Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AgentLeak: A Full-Stack Benchmark for Privacy Leakage in Multi-Agent LLM Systems. CoRR Faouzi El Yagoubi, Ranwa Al Mallah, Godwin Badu-Marfo
2026	J	`jnl`	Learning Communication Between Heterogeneous Agents in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence. CoRR Alex Popa, Adrian Taylor, Ranwa Al Mallah
2025	J	`jnl`	A Comparative Evaluation of Teacher-Guided Reinforcement Learning Techniques for Autonomous Cyber Operations. CoRR Konur Tholl, Mariam El Mezouar, Ranwa Al Mallah
2025	Misc	`conf`	Adversarial Threats and Defense Mechanisms in Machine Learning-Based SQL Injection Detection: A Security Analysis. ICNC Ranwa Al Mallah, Alejandro Quintero
2025	J	`jnl`	Large Language Model Integration with Reinforcement Learning to Augment Decision-Making in Autonomous Cyber Operations. CoRR Konur Tholl, François Rivest, Mariam El Mezouar, Ranwa Al Mallah
2025	J	`jnl`	Learning to Communicate in Multi-Agent Reinforcement Learning for Autonomous Cyber Defence. CoRR Faizan Contractor, Li Li, Ranwa Al Mallah
2025	J	`jnl`	Towards Production-Worthy Simulation for Autonomous Cyber Operations. CoRR Konur Tholl, Mariam El Mezouar, Ranwa Al Mallah
2024	J	`jnl`	A Novel Bifurcation Method for Observation Perturbation Attacks on Reinforcement Learning Agents: Load Altering Attacks on a Cyber Physical Power System. CoRR Kiernan Broda-Milian, Ranwa Al Mallah, Hanane Dagdougui
2024	—	`conf`	Blockchain-Driven Networking and Communications in the Metaverse. BCCA Mohammad Alja'Afreh, Omar Hasan, Ranwa Al Mallah, Ali Karime
2024	—	`conf`	Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. VTC Spring Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2024	J	`jnl`	Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. CoRR Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2024	J	`jnl`	Finding the Optimal Security Policies for Autonomous Cyber Operations With Competitive Reinforcement Learning. IEEE Access Garrett Mcdonald, Li Li, Ranwa Al Mallah
2024	Misc	`conf`	The Bifurcation Method: White-Box Observation Perturbation Attacks on Reinforcement Learning Agents on a Cyber Physical System. ICMLC Kiernan Broda-Milian, Hanane Dagdougui, Ranwa Al Mallah
2023	Misc	`conf`	Blockchain-enabled Efficient and Secure Federated Learning in IoT and Edge Computing Networks. ICNC Ranwa Al Mallah, David López, Talal Halabi
2023	—	`conf`	Cybersecurity in the Metaverse: Challenges and Approaches. iMETA Mohammad Alja'Afreh, Ranwa Al Mallah, Ali Karime, Abdulmotaleb El Saddik
2023	J	`jnl`	Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning. CoRR Jacob Wiebe, Ranwa Al Mallah, Li Li
2023	J	`jnl`	Resilience-by-design in Adaptive Multi-agent Traffic Control Systems. ACM Trans. Priv. Secur. Ranwa Al Mallah, Talal Halabi, Bilal Farooq
2023	—	`conf`	Security of SDN in an Adversarial Setting: The DDoS Case. GCAIoT Ranwa Al Mallah, Brian Lachine, Godwin Badu-Marfo
2023	J	`jnl`	Untargeted Poisoning Attack Detection in Federated Learning via Behavior AttestationAl. IEEE Access Ranwa Al Mallah, David López, Godwin Badu-Marfo, Bilal Farooq
2022	—	`conf`	Artificial Intelligence f or Cybersecurity in IoT-enabled Avionics: Challenges and Solutions. WF-IoT Ranwa Al Mallah, Talal Halabi, Mohammad Al Ja'afreh, Ali Karime
2022	J	`jnl`	Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning. CoRR Ranwa Al Mallah, David López
2022	J	`jnl`	Prediction of Traffic Flow via Connected Vehicles. IEEE Trans. Mob. Comput. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
2022	—	`conf`	eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. ISC2 Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2022	J	`jnl`	eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. CoRR Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
2021	—	`conf`	Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. IV Workshops Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. CoRR Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	On the Initial Behavior Monitoring Issues in Federated Learning. IEEE Access Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	On the Initial Behavior Monitoring Issues in Federated Learning. CoRR Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
2021	J	`jnl`	Protecting the Internet of Vehicles Against Advanced Persistent Threats: A Bayesian Stackelberg Game. IEEE Trans. Reliab. Talal Halabi, Omar Abdel Wahab, Ranwa Al Mallah, Mohammad Zulkernine
2021	J	`jnl`	Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation. CoRR Ranwa Al Mallah, David López, Bilal Farooq
2020	J	`jnl`	A Minimax Game for Resilient-by-design Adaptive Traffic Control Systems. CoRR Ranwa Al Mallah, Talal Halabi, Bilal Farooq
2020	J	`jnl`	Actor-based Risk Analysis for Blockchains in Smart Mobility. CoRR Ranwa Al Mallah, Bilal Farooq
2020	—	`conf`	Actor-based risk analysis for blockchains in smart mobility. CryBlock@MOBICOM Ranwa Al Mallah, Bilal Farooq
2020	—	`conf`	Analyzing the Resiliency of Microgrid Control Algorithms Against Malicious Input. CCECE Christopher Neal, Ranwa Al Mallah, José M. Fernandez, Andrea Lodi
2020	J	`jnl`	Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles. IEEE Trans. Intell. Transp. Syst. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
2020	J	`jnl`	Prediction of Traffic Flow via Connected Vehicles. CoRR Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
2019	J	`jnl`	Distributed Classification of Urban Congestion Using VANET. CoRR Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
2017	J	`jnl`	Distributed Classification of Urban Congestion Using VANET. IEEE Trans. Intell. Transp. Syst. Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq