Research output per year
Research output per year
Personal profile
Skills and expertise
- Cybersecurity
- System security
- Machine learning
- Trustworthy AI
- Adversarial ML
- Network security
Fingerprint
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.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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. 941-973 33 p.Research output: Contribution to journal › Article › Scientific › peer-review
9 Citations (Scopus) -
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
1 Citation (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
-
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications
Ottun, A. R., Marasinghe, R., Elemosho, T., Liyanage, M., Ragab, M., Bagave, P., Westberg, M., Asadi, M., Boerger, M., Sandeepa, C., Senevirathna, T., Siniarski, B., Liyanage, M., La, V. H., Nguyen, M. D., De Oca, E. M., Oomen, T., Gonçalves, J. F. F., Tanasković, I. & Klopanovic, S. & 11 others, , 2024, 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS). IEEE Institute of Electrical and Electronic Engineers, p. 947-959Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
1 Citation (Scopus)