Samuel Marchal

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Venues

CoRR

ICDCS

IEEE Trans. Netw. Serv. Manag.

CNSM

University of Luxembourg (PHD)

Education History

University of Luxembourg

PHD

Publications

Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage
Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges. EuCNC/6G Summit (2024)
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila
Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications. CCNC (2024)
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
A systematic review of artificial intelligence impact assessments. Artif. Intell. Rev. 56 (11) (2023)
Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan
Real-Time Adversarial Perturbations Against Deep Reinforcement Learning Policies: Attacks and Defenses. ESORICS (3) (2022)
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
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium (2022)
Thulitha Senevirathna, Zujany Salazar, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions. CoRR (2022)
Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan
Real-time Attacks Against Deep Reinforcement Learning Policies. CoRR (2021)
Carmen Camara, Pedro Peris-Lopez, José María de Fuentes, Samuel Marchal
Access Control for Implantable Medical Devices. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. CoRR (2021)
Logan Blue, Samuel Marchal, Patrick Traynor, N. Asokan
Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices. IoTDI (2021)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan
DAWN: Dynamic Adversarial Watermarking of Neural Networks. ACM Multimedia (2021)
Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan
WAFFLE: Watermarking in Federated Learning. SRDS (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. SP Workshops (2021)
Buse Gul Atli, Yuxi Xia, Samuel Marchal, N. Asokan
WAFFLE: Watermarking in Federated Learning. CoRR (2020)
Samuel Marchal, Sebastian Szyller
Detecting organized eCommerce fraud using scalable categorical clustering. ACSAC (2019)
Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Samuel Marchal, Sebastian Szyller
Detecting organized eCommerce fraud using scalable categorical clustering. CoRR (2019)
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
DÏoT: A Federated Self-learning Anomaly Detection System for IoT. ICDCS (2019)
César Bernardini, Samuel Marchal, Muhammad Rizwan Asghar, Bruno Crispo
PrivICN: Privacy-preserving content retrieval in information-centric networking. Comput. Networks 149 (2019)
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan
DAWN: Dynamic Adversarial Watermarking of Neural Networks. CoRR (2019)
Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan
Extraction of Complex DNN Models: Real Threat or Boogeyman? CoRR (2019)
Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan
PRADA: Protecting Against DNN Model Stealing Attacks. EuroS&P (2019)
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices. CoRR (2018)
Md Sakib Nizam Khan, Samuel Marchal, Sonja Buchegger, N. Asokan
chownIoT: Enhancing IoT Privacy by Automated Handling of Ownership Change. Privacy and Identity Management (2018)
Mika Juuti, Sebastian Szyller, Alexey Dmitrenko, Samuel Marchal, N. Asokan
PRADA: Protecting against DNN Model Stealing Attacks. CoRR (2018)
Samuel Marchal, N. Asokan
On Designing and Evaluating Phishing Webpage Detection Techniques for the Real World. CSET @ USENIX Security Symposium (2018)
Samuel Marchal, Giovanni Armano, Tommi Grondahl, Kalle Saari, Nidhi Singh, N. Asokan
Off-the-Hook: An Efficient and Usable Client-Side Phishing Prevention Application. IEEE Trans. Computers 66 (10) (2017)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS (2017)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS (2017)
Salvatore Signorello, Samuel Marchal, Jérôme François, Olivier Festor, Radu State
Advanced interest flooding attacks in named-data networking. NCA (2017)
Radek Tomsu, Samuel Marchal, N. Asokan
Profiling Users by Modeling Web Transactions. CoRR (2017)
Radek Tomsu, Samuel Marchal, N. Asokan
Profiling Users by Modeling Web Transactions. ICDCS (2017)
Giovanni Armano, Samuel Marchal, N. Asokan
Real-Time Client-Side Phishing Prevention Add-On. ICDCS (2016)
Christian A. Hammerschmidt, Samuel Marchal, Radu State, Gaetano Pellegrino, Sicco Verwer
Efficient Learning of Communication Profiles from IP Flow Records. LCN (2016)
Christian A. Hammerschmidt, Samuel Marchal, Radu State, Sicco Verwer
Behavioral clustering of non-stationary IP flow record data. CNSM (2016)
Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan
Know Your Phish: Novel Techniques for Detecting Phishing Sites and Their Targets. ICDCS (2016)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT. CoRR (2016)
Samuel Marchal, Anil Mehta, Vijay K. Gurbani, Radu State, Tin Kam Ho, Flavia Sancier-Barbosa
Mitigating Mimicry Attacks Against the Session Initiation Protocol. IEEE Trans. Netw. Serv. Manag. 12 (3) (2015)
Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan
Know Your Phish: Novel Techniques for Detecting Phishing Sites and their Targets. CoRR (2015)
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
PhishScore: Hacking phishers' minds. CNSM (2014)
Samuel Marchal, Xiuyan Jiang, Radu State, Thomas Engel
A Big Data Architecture for Large Scale Security Monitoring. BigData Congress (2014)
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
PhishStorm: Detecting Phishing With Streaming Analytics. IEEE Trans. Netw. Serv. Manag. 11 (4) (2014)
Quentin Jérome, Samuel Marchal, Radu State, Thomas Engel
Advanced Detection Tool for PDF Threats. DPM/SETOP (2013)
Samuel Marchal, Jérôme François, Cynthia Wagner, Radu State, Alexandre Dulaunoy, Thomas Engel, Olivier Festor
DNSSM: A large scale passive DNS security monitoring framework. NOMS (2012)
Samuel Marchal, Thomas Engel
Large Scale DNS Analysis. AIMS (2012)
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
Semantic based DNS forensics. WIFS (2012)
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
Proactive Discovery of Phishing Related Domain Names. RAID (2012)
Samuel Marchal, Jérôme François, Cynthia Wagner, Thomas Engel
Semantic Exploration of DNS. Networking (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Samuel Marchal