McDonald, G., Li, L., & Al Mallah, R. (2024). Finding the optimal security policies for autonomous cyber operations with competitive reinforcement learning. IEEE Access, 12, 120292-120305.
Directory of Experts
Al Mallah, Ranwa
Directory of Experts
Al Mallah, Ranwa
Directory of Experts
Publications by type
Journal article (7)
Conference paper (12)
Book
Book chapter
Patent
Report
Thesis
Dataset
Teaching resource
Image
Audio recording
Video recording
Other
Ranwa Al-Mallah (19)
- Journal articles (7)
- 2024
Journal article
- 2023
Journal article Badu-Marfo, G., Farooq, B., Mensah, D. O., & Al Mallah, R. (2023). An ensemble federated learning framework for privacy-by-design mobility behaviour inference in smart cities. Sustainable Cities and Society, 97, 104703 (17 pages).Journal article Al Mallah, R., Halabi, T., & Farooq, B. (2023). Resilience-by-design in adaptive multi-agent traffic control systems. ACM Transactions on Privacy and Security, 26(3), 27 pages.Journal article Al Mallah, R., López, D., Badu-Marfo, G., & Farooq, B. (2023). Untargeted poisoning attack detection in federated learning via behavior attestationAI. IEEE Access, 11, 125064-125079.
- 2021
Journal article Al Mallah, R., López, D., & Farooq, B. (2021). Cyber-security risk assessment framework for blockchains in smart mobility. IEEE Open Journal of Intelligent Transportation Systems, 2, 294-311.Journal article Al Mallah, R., Badu-Marfo, G., & Farooq, B. (2021). On the initial behavior monitoring issues in federated learning. IEEE Access, 9, 161046-161054.
- 2009
Journal article Al Mallah, R., & Quintero, A. (2009). A light-weight service discovery protocol for Ad Hoc networks. Journal of Computer Science, 5(4), 330-337.
- 2024
- Conference papers (12)
- 2024
Conference paper Badu-Marfo, G., Al Mallah, R., & Farooq, B. (2024, June). Defense via behavior attestation against attacks in connected and automated vehicles based federated learning systems [Paper]. 99th IEEE Vehicular Technology Conference (VTC 2024-Spring), Singapore, Singapore (7 pages).Conference paper Légère, A., Li, L., Rivest, F., & Al Mallah, R. (2024, July). Training environments for reinforcement learning cybersecurity agents [Paper]. International Conference on Computing, Internet of Things and Microwave Systems (ICCIMS 2024), Gatineau, QC, Canada (5 pages).
- 2023
Conference paper López, D., Farooq, B., & Al Mallah, R. (2023, July). Adapting detection in blockchain-enabled federated learning for IoT networks [Paper]. 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023), Tenerife, Canary Islands, Spain (6 pages).Conference paper Al Mallah, R., López, D., & Halabi, T. (2023, February). Blockchain-enabled efficient and secure federated learning in IoT and edge computing networks [Paper]. International Conference on Computing, Networking and Communications (ICNC 2023), Honolulu, HI, USA.Conference paper Alja’Afreh, M., Al Mallah, R., Karime, A., & El Saddik, A. (2023, September). Cybersecurity in the metaverse: Challenges and approaches [Paper]. International Conference on Intelligent Metaverse Technologies & Applications (iMETA 2023), Tartu, Estonia (8 pages).Conference paper Wiebe, J., Al Mallah, R., & Li, L. (2023, August). Learning cyber defence tactics from scratch with multi-agent reinforcement learning [Paper]. 2nd International Workshop on Adaptive Cyber Defense (ACD 2023), Melbourne, Florida, USA (10 pages).
- 2022
Conference paper Al Mallah, R., Halabi, T., Alja’Afreh, M., & Karime, A. (2022, October). Artificial intelligence for cybersecurity in IoT-enabled avionics: Challenges and solutions [Paper]. 8th IEEE World Forum on Internet of Things (WFIoT 2022), Yokohama, Japan (8 pages).Conference paper Al Mallah, R., & López, D. (2022, November). Blockchain-based monitoring for poison attack detection in decentralized federated learning [Paper]. International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2022), Maldives, Maldives (6 pages).
- 2021
Conference paper Al Mallah, R., Badu-Marfo, G., & Farooq, B. (2021, July). Cybersecurity threats in connected and automated vehicles based federated learning systems [Paper]. IEEE Intelligent Vehicles Symposium Workshops (IV Workshops 2021), Nagoya, Japan.
- 2020
Conference paper Al Mallah, R., & Farooq, B. (2020, September). Actor-based risk analysis for blockchains in smart mobility [Paper]. 3rd Workshop on Cryptocurrencies and Blockchains for Distributed Systems (CryBlock 2020), London, United Kingdom.Conference paper Meshinchi, A., Al Mallah, R., & Quintero, A. (2020, October). QoS-aware adaptive resource allocation framework in the integrated SDN transport and IoT [Presentation]. In 14th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2020), Nice, France.Conference paper Meshinchi, A., Al Mallah, R., & Quintero, A. (2020, October). Status-aware and SLA-aware QoS routing model for SDN transport network [Presentation]. In 14th International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies (UBICOMM 2020), Nice, France.
- 2024
