Ranwa Al Mallah

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Attack Detection

Akaike Information Criterion

Learning Systems

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Reliab.

Publications

Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
Defense via Behavior Attestation against Attacks in Connected and Automated Vehicles based Federated Learning Systems. CoRR (2024)
Ranwa Al Mallah, Brian Lachine, Godwin Badu-Marfo
Security of SDN in an Adversarial Setting: The DDoS Case. GCAIoT (2023)
Ranwa Al Mallah, David López, Talal Halabi
Blockchain-enabled Efficient and Secure Federated Learning in IoT and Edge Computing Networks. ICNC (2023)
Jacob Wiebe, Ranwa Al Mallah, Li Li
Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning. CoRR (2023)
Ranwa Al Mallah, David López, Godwin Badu-Marfo, Bilal Farooq
Untargeted Poisoning Attack Detection in Federated Learning via Behavior AttestationAl. IEEE Access 11 (2023)
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
Resilience-by-design in Adaptive Multi-agent Traffic Control Systems. ACM Trans. Priv. Secur. 26 (3) (2023)
Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. ISC2 (2022)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Prediction of Traffic Flow via Connected Vehicles. IEEE Trans. Mob. Comput. 21 (1) (2022)
Daniel Opoku Mensah, Godwin Badu-Marfo, Ranwa Al Mallah, Bilal Farooq
eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference. CoRR (2022)
Ranwa Al Mallah, David López
Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning. CoRR (2022)
Ranwa Al Mallah, Talal Halabi, Mohammad Al Ja'afreh, Ali Karime
Artificial Intelligence f or Cybersecurity in IoT-enabled Avionics: Challenges and Solutions. WF-IoT (2022)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. CoRR (2021)
Ranwa Al Mallah, David López, Bilal Farooq
Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation. CoRR (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
On the Initial Behavior Monitoring Issues in Federated Learning. IEEE Access 9 (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems. IV Workshops (2021)
Ranwa Al Mallah, Godwin Badu-Marfo, Bilal Farooq
On the Initial Behavior Monitoring Issues in Federated Learning. CoRR (2021)
Talal Halabi, Omar Abdel Wahab, Ranwa Al Mallah, Mohammad Zulkernine
Protecting the Internet of Vehicles Against Advanced Persistent Threats: A Bayesian Stackelberg Game. IEEE Trans. Reliab. 70 (3) (2021)
Ranwa Al Mallah, Bilal Farooq
Actor-based risk analysis for blockchains in smart mobility. CryBlock@MOBICOM (2020)
Ranwa Al Mallah, Bilal Farooq
Actor-based Risk Analysis for Blockchains in Smart Mobility. CoRR (2020)
Christopher Neal, Ranwa Al Mallah, José M. Fernandez, Andrea Lodi
Analyzing the Resiliency of Microgrid Control Algorithms Against Malicious Input. CCECE (2020)
Ranwa Al Mallah, Talal Halabi, Bilal Farooq
A Minimax Game for Resilient-by-design Adaptive Traffic Control Systems. CoRR (2020)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Cooperative Evaluation of the Cause of Urban Traffic Congestion via Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 21 (1) (2020)
Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
Prediction of Traffic Flow via Connected Vehicles. CoRR (2020)
Ranwa Al Mallah, Bilal Farooq, Alejandro Quintero
Distributed Classification of Urban Congestion Using VANET. CoRR (2019)
Ranwa Al Mallah, Alejandro Quintero, Bilal Farooq
Distributed Classification of Urban Congestion Using VANET. IEEE Trans. Intell. Transp. Syst. 18 (9) (2017)