Samuel Marchal
Research Fellow
Research Fellow
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Osaamisalueet
Web security, Network security, Machine learning, Intrusion detection
Palkinnot
IEEE ICDCS 2017 Best Poster/Demo Award
IEEE ICDCS 2017 Best Poster/Demo Award
Award or honor granted for a specific work
Department of Computer Science
Jun 2017
Tutkimusryhmät
- Professorship Aura Tuomas, Research Fellow
Julkaisut
A systematic review of artificial intelligence impact assessments
Bernd Carsten Stahl, Josephina Antoniou, Nitika Bhalla, Laurence Brooks, Philip Jansen, Blerta Lindqvist, Alexey Kirichenko, Samuel Marchal, Rowena Rodrigues, Nicole Santiago, Zuzanna Warso, David Wright
2023
Artificial Intelligence Review
Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses
Buse Atli Tekgul, Shelly Wang, Samuel Marchal, N. Asokan
2022
Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings
FLAME: Taming Backdoors in Federated Learning
Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad Reza Sadeghi, Thomas Schneider
2022
Proceedings of the 31st USENIX Security Symposium, Security 2022
Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices
Logan Blue, Samuel Marchal, Patrick Traynor, N. Asokan
2021
IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation
Access Control for Implantable Medical Devices
Carmen Camara, Pedro Peris-Lopez, Jose Maria De Fuentes, Samuel Marchal
2021
IEEE Transactions on Emerging Topics in Computing
SAFELearn: Secure Aggregation for private FEderated Learning
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Mollering, Thien Duc Nguyen, Phillip Rieger, Ahmad Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021
Proceedings - 2021 IEEE Symposium on Security and Privacy Workshops, SPW 2021
DAWN
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan
2021
Proceedings of the 29th ACM International Conference on Multimedia, MM 2021
WAFFLE: Watermarking in Federated Learning
Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan
2021
Proceedings of 40th International Symposium on Reliable Distributed Systems, SRDS 2021
Extraction of Complex DNN Models: Real Threat or Boogeyman?
Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan
2020
Engineering Dependable and Secure Machine Learning Systems
PrivICN
Cesar Bernardini, Samuel Marchal, Muhammad Rizwan Asghar, Bruno Crispo
2019
Computer Networks