Personal profile
Skills and expertise
- Cybersecurity
- System security
- Machine learning
- Trustworthy AI
- Adversarial ML
- Network security
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Dive into the research topics where Samuel Marchal is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions
Senevirathna, T., La, V. H., Marchal, S., Siniarski, B., Liyanage, M. & Wang, S., 2025, In: IEEE Communications Surveys and Tutorials. 27, 2, p. 941-973Research output: Contribution to journal › Article › Scientific › peer-review
45 Link opens in a new tab Citations (Scopus) -
Enhancing Accountability, Resilience, and Privacy of Intelligent Networks with XAI
Senevirathna, T., Sandeepa, C., Siniarski, B., Nguyen, M. D., Marchal, S., Boerger, M., Liyanage, M. & Wang, S., 2025, In: IEEE Open Journal of the Communications Society. 6, p. 8389-8409 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
SHIELD-Secure Aggregation against Poisoning in Hierarchical Federated Learning
Siriwardhana, Y., Porambage, P., Liyanage, M., Marchal, S. & Ylianttila, M., 2025, In: IEEE Transactions on Dependable and Secure Computing. 22, 2, p. 1845-1863 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications
Siriwardhana, Y., Porambage, P., Liyanage, M., Marchal, S. & Ylianttila, M., 2024, 2024 IEEE 21st Consumer Communications and Networking Conference, CCNC 2024. IEEE Institute of Electrical and Electronic Engineers, p. 956-962 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Link opens in a new tab Citations (Scopus) -
SPATIAL: Practical AI Trustworthiness with Human Oversight
Ottun, A. R., Marasinghe, R., Elemosho, T., Liyanage, M., Ahmed, A. H., Boerger, M., Sandeepa, C., Senevirathna, T., La, V. H., Nguyen, M. D., Soriente, C., Marchal, S., Wang, S., Noguero, D. S., Tcholtchev, N., Ding, A. Y. & Flores, H., 2024, Proceedings - 2024 IEEE 44th International Conference on Distributed Computing Systems, ICDCS 2024. IEEE Institute of Electrical and Electronic Engineers, p. 1427-1430 4 p. (Proceedings - International Conference on Distributed Computing Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review