Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Université du Luxembourg
Award Date: 3 Jul 2015
External positions
Senior Data Scientist, F-Secure Corp.
Sept 2019 → …
Keywords
- Web security
- Network security
- Machine learning
- Intrusion detection
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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
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A systematic review of artificial intelligence impact assessments
Stahl, B. C., Antoniou, J., Bhalla, N., Brooks, L., Jansen, P., Lindqvist, B., Kirichenko, A., Marchal, S., Rodrigues, R., Santiago, N., Warso, Z. & Wright, D., 2023, (E-pub ahead of print) In: Artificial Intelligence Review. 33 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus) -
FLAME: Taming Backdoors in Federated Learning
Nguyen, T. D., Rieger, P., Chen, H., Yalame, H., Möllering, H., Fereidooni, H., Marchal, S., Miettinen, M., Mirhoseini, A., Zeitouni, S., Koushanfar, F., Sadeghi, A. R. & Schneider, T., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX - THE ADVANCED COMPUTING SYSTEMS ASSOCIATION, p. 1415-1432 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile26 Citations (Scopus)31 Downloads (Pure) -
Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses
Atli Tekgul, B., Wang, S., Marchal, S. & Asokan, N., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, DiPietro, R., Jensen, CD. & Meng, W. (eds.). Springer, Vol. 13556. p. 384-404 21 p. (Lecture Notes in Computer Science; vol. 13556).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Access Control for Implantable Medical Devices
Camara, C., Peris-Lopez, P., De Fuentes, J. M. & Marchal, S., 2021, In: IEEE Transactions on Emerging Topics in Computing. 9, 3, p. 1126-1138 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile8 Citations (Scopus)146 Downloads (Pure) -
DAWN: Dynamic Adversarial Watermarking of Neural Networks
Szyller, S., Atli, B. G., Marchal, S. & Asokan, N., 17 Oct 2021, Proceedings of the 29th ACM International Conference on Multimedia, MM 2021. ACM, p. 4417-4425 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access26 Citations (Scopus)
Projects
- 2 Finished
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Securing Lifestyle of Internet-of-Things
Asokan, N., Marchal, S., Tambe, A. & Nyman, T.
12/04/2017 → 31/12/2019
Project: Academy of Finland: Other research funding
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Contextual Security: Balancing Security and Usability via Context Inference
Juuti, M., Marchal, S., Asokan, N., Huhta, O. & Bhattacharya, S.
01/09/2014 → 31/08/2017
Project: Academy of Finland: Other research funding
Datasets
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IoT devices captures
Marchal, S. (Creator), Aalto University, 3 Apr 2017
DOI: 10.24342/285a9b06-de31-4d8b-88e9-5bdba46cc161
Dataset
File -
PhishStorm - phishing / legitimate URL dataset
Marchal, S. (Creator), Aalto University, 2014
DOI: 10.24342/f49465b2-c68a-4182-9171-075f0ed797d5
Dataset
File
Prizes
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IEEE ICDCS 2017 Best Poster/Demo Award
Asokan, N. (Recipient) & Marchal, Samuel (Recipient), Jun 2017
Prize: Award or honor granted for a specific work
Activities
- 2 Visiting an external academic institution
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Foreign Organisation
Samuel Marchal (Visiting researcher)
6 Apr 2016Activity: Visiting an external institution types › Visiting an external academic institution
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Foreign Organisation
Samuel Marchal (Visiting researcher)
8 Jun 2016 → 13 Jun 2016Activity: Visiting an external institution types › Visiting an external academic institution
Press/Media
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Ownership and Confidentiality in Machine Learning
N. Asokan, Samuel Marchal & Buse Atli Tekgul
02/08/2023
1 item of Media coverage
Press/Media: Media appearance
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AI security innovations needed to keep pace with cyber attacks
14/12/2022
1 item of Media coverage
Press/Media: Media appearance