Samuel Marchal

56 papers A* 2A 11B 7Journal 24Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions.
IEEE Commun. Surv. Tutorials
Thulitha Senevirathna, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
2025 J jnl
Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI.
IEEE Open J. Commun. Soc.
Thulitha Senevirathna, Chamara Sandeepa, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Michell Boerger, Madhusanka Liyanage, Shen Wang
2025 J jnl
SHIELD - Secure Aggregation Against Poisoning in Hierarchical Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila
2024 — conf
Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications.
CCNC
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila
2024 A conf
SPATIAL: Practical AI Trustworthiness with Human Oversight.
ICDCS
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2024 A conf
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications.
ICDCS
Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Mohamad Ragab, Prachi Bagave, Marcus Westberg, Mehrdad Asadi, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores
2024 — conf
Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges.
EuCNC/6G Summit
Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage
2023 J jnl
A systematic review of artificial intelligence impact assessments.
Artif. Intell. Rev.
Bernd Carsten Stahl, Josephina Antoniou, Nitika Bhalla, Laurence D. Brooks, Philip Jansen, Blerta Lindqvist, Alexey Kirichenko, Samuel Marchal, Rowena Rodrigues, Nicole Santiago, Zuzanna Warso, David Wright
2022 J jnl
A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions.
CoRR
Thulitha Senevirathna, Zujany Salazar, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang
2022 A* conf
FLAME: Taming Backdoors in Federated Learning.
USENIX Security Symposium
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 — conf
Real-Time Adversarial Perturbations Against Deep Reinforcement Learning Policies: Attacks and Defenses.
ESORICS (3)
Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan
2021 J jnl
Access Control for Implantable Medical Devices.
IEEE Trans. Emerg. Top. Comput.
Carmen Camara, Pedro Peris-Lopez, José María de Fuentes, Samuel Marchal
2021 A* conf
DAWN: Dynamic Adversarial Watermarking of Neural Networks.
ACM Multimedia
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
CoRR
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
IACR Cryptol. ePrint Arch.
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 — conf
Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices.
IoTDI
Logan Blue, Samuel Marchal, Patrick Traynor, N. Asokan
2021 J jnl
Real-time Attacks Against Deep Reinforcement Learning Policies.
CoRR
Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan
2021 — conf
SAFELearn: Secure Aggregation for private FEderated Learning.
SP (Workshops)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 J jnl
SAFELearn: Secure Aggregation for private FEderated Learning.
IACR Cryptol. ePrint Arch.
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 B conf
WAFFLE: Watermarking in Federated Learning.
SRDS
Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan
2020 J jnl
WAFFLE: Watermarking in Federated Learning.
CoRR
Buse Gul Atli, Yuxi Xia, Samuel Marchal, N. Asokan
2019 J jnl
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication.
IEEE J. Sel. Areas Commun.
Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
2019 J jnl
DAWN: Dynamic Adversarial Watermarking of Neural Networks.
CoRR
Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan
2019 A conf
Detecting organized eCommerce fraud using scalable categorical clustering.
ACSAC
Samuel Marchal, Sebastian Szyller
2019 J jnl
Detecting organized eCommerce fraud using scalable categorical clustering.
CoRR
Samuel Marchal, Sebastian Szyller
2019 A conf
DÏoT: A Federated Self-learning Anomaly Detection System for IoT.
ICDCS
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
2019 J jnl
Extraction of Complex DNN Models: Real Threat or Boogeyman?
CoRR
Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan
2019 A conf
PRADA: Protecting Against DNN Model Stealing Attacks.
EuroS&P
Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan
2019 J jnl
PrivICN: Privacy-preserving content retrieval in information-centric networking.
Comput. Networks
César Bernardini, Samuel Marchal, Muhammad Rizwan Asghar, Bruno Crispo
2018 J jnl
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices.
CoRR
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi
2018 — conf
On Designing and Evaluating Phishing Webpage Detection Techniques for the Real World.
CSET @ USENIX Security Symposium
Samuel Marchal, N. Asokan
2018 J jnl
PRADA: Protecting against DNN Model Stealing Attacks.
CoRR
Mika Juuti, Sebastian Szyller, Alexey Dmitrenko, Samuel Marchal, N. Asokan
2018 — conf
chownIoT: Enhancing IoT Privacy by Automated Handling of Ownership Change.
Privacy and Identity Management
Md Sakib Nizam Khan, Samuel Marchal, Sonja Buchegger, N. Asokan
2017 B conf
Advanced interest flooding attacks in named-data networking.
NCA
Salvatore Signorello, Samuel Marchal, Jérôme François, Olivier Festor, Radu State
2017 A conf
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT.
ICDCS
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2017 A conf
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT.
ICDCS
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2017 J jnl
Off-the-Hook: An Efficient and Usable Client-Side Phishing Prevention Application.
IEEE Trans. Computers
Samuel Marchal, Giovanni Armano, Tommi Grondahl, Kalle Saari, Nidhi Singh, N. Asokan
2017 A conf
Profiling Users by Modeling Web Transactions.
ICDCS
Radek Tomsu, Samuel Marchal, N. Asokan
2017 J jnl
Profiling Users by Modeling Web Transactions.
CoRR
Radek Tomsu, Samuel Marchal, N. Asokan
2016 B conf
Behavioral clustering of non-stationary IP flow record data.
CNSM
Christian A. Hammerschmidt, Samuel Marchal, Radu State, Sicco Verwer
2016 B conf
Efficient Learning of Communication Profiles from IP Flow Records.
LCN
Christian A. Hammerschmidt, Samuel Marchal, Radu State, Gaetano Pellegrino, Sicco Verwer
2016 J jnl
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT.
CoRR
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2016 A conf
Know Your Phish: Novel Techniques for Detecting Phishing Sites and Their Targets.
ICDCS
Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan
2016 A conf
Real-Time Client-Side Phishing Prevention Add-On.
ICDCS
Giovanni Armano, Samuel Marchal, N. Asokan
2015 — —
DNS and Semantic Analysis for Phishing Detection ; Analyse du DNS et Analyse Sémantique pour la Détection de l'Hameçonnage.
Samuel Marchal
2015 J jnl
Know Your Phish: Novel Techniques for Detecting Phishing Sites and their Targets.
CoRR
Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan
2015 J jnl
Mitigating Mimicry Attacks Against the Session Initiation Protocol.
IEEE Trans. Netw. Serv. Manag.
Samuel Marchal, Anil Mehta, Vijay K. Gurbani, Radu State, Tin Kam Ho, Flavia Sancier-Barbosa
2014 — conf
A Big Data Architecture for Large Scale Security Monitoring.
BigData Congress
Samuel Marchal, Xiuyan Jiang, Radu State, Thomas Engel
2014 B conf
PhishScore: Hacking phishers' minds.
CNSM
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
2014 J jnl
PhishStorm: Detecting Phishing With Streaming Analytics.
IEEE Trans. Netw. Serv. Manag.
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
2013 — conf
Advanced Detection Tool for PDF Threats.
DPM/SETOP
Quentin Jérome, Samuel Marchal, Radu State, Thomas Engel
2012 B conf
DNSSM: A large scale passive DNS security monitoring framework.
NOMS
Samuel Marchal, Jérôme François, Cynthia Wagner, Radu State, Alexandre Dulaunoy, Thomas Engel, Olivier Festor
2012 — conf
Large Scale DNS Analysis.
AIMS
Samuel Marchal, Thomas Engel
2012 A conf
Proactive Discovery of Phishing Related Domain Names.
RAID
Samuel Marchal, Jérôme François, Radu State, Thomas Engel
2012 B conf
Semantic Exploration of DNS.
Networking (1)
Samuel Marchal, Jérôme François, Cynthia Wagner, Thomas Engel
2012 — conf
Semantic based DNS forensics.
WIFS
Samuel Marchal, Jérôme François, Radu State, Thomas Engel