Samuel Marchal

According to our database, Samuel Marchal authored at least 45 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications.

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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

SPATIAL: Practical AI Trustworthiness with Human Oversight.

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

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges.

Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

A systematic review of artificial intelligence impact assessments.

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

Artif. Intell. Rev., November, 2023

2022

A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions.

Thulitha Senevirathna, Zujany Salazar, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang

CoRR, 2022

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

Proceedings of the 31st USENIX Security Symposium, 2022

Real-Time Adversarial Perturbations Against Deep Reinforcement Learning Policies: Attacks and Defenses.

Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

Access Control for Implantable Medical Devices.

Carmen Camara, Pedro Peris-Lopez, José María de Fuentes, Samuel Marchal

IEEE Trans. Emerg. Top. Comput., 2021

FLGUARD: Secure and Private Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni

IACR Cryptol. ePrint Arch., 2021

SAFELearn: Secure Aggregation for private FEderated Learning.

Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni

IACR Cryptol. ePrint Arch., 2021

Real-time Attacks Against Deep Reinforcement Learning Policies.

Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan

CoRR, 2021

WAFFLE: Watermarking in Federated Learning.

Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan

Proceedings of the 40th International Symposium on Reliable Distributed Systems, 2021

DAWN: Dynamic Adversarial Watermarking of Neural Networks.

Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices.

Logan Blue, Samuel Marchal, Patrick Traynor, N. Asokan

Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021

2019

AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication.

Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan

IEEE J. Sel. Areas Commun., 2019

Extraction of Complex DNN Models: Real Threat or Boogeyman?

Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan

CoRR, 2019

PrivICN: Privacy-preserving content retrieval in information-centric networking.

César Bernardini, Samuel Marchal, Muhammad Rizwan Asghar, Bruno Crispo

Comput. Networks, 2019

DÏoT: A Federated Self-learning Anomaly Detection System for IoT.

Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

PRADA: Protecting Against DNN Model Stealing Attacks.

Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan

Proceedings of the IEEE European Symposium on Security and Privacy, 2019

Detecting organized eCommerce fraud using scalable categorical clustering.

Samuel Marchal, Sebastian Szyller

Proceedings of the 35th Annual Computer Security Applications Conference, 2019

2018

PRADA: Protecting against DNN Model Stealing Attacks.

Mika Juuti, Sebastian Szyller, Alexey Dmitrenko, Samuel Marchal, N. Asokan

CoRR, 2018

DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices.

Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi

CoRR, 2018

On Designing and Evaluating Phishing Webpage Detection Techniques for the Real World.

Samuel Marchal, N. Asokan

Proceedings of the 11th USENIX Workshop on Cyber Security Experimentation and Test, 2018

chownIoT: Enhancing IoT Privacy by Automated Handling of Ownership Change.

Md Sakib Nizam Khan, Samuel Marchal, Sonja Buchegger, N. Asokan

Proceedings of the Privacy and Identity Management. Fairness, Accountability, and Transparency in the Age of Big Data, 2018

2017

Off-the-Hook: An Efficient and Usable Client-Side Phishing Prevention Application.

Samuel Marchal, Giovanni Armano, Tommi Grondahl, Kalle Saari, Nidhi Singh, N. Asokan

IEEE Trans. Computers, 2017

Advanced interest flooding attacks in named-data networking.

Salvatore Signorello, Samuel Marchal, Jérôme François, Olivier Festor, Radu State

Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017

Profiling Users by Modeling Web Transactions.

Radek Tomsu, Samuel Marchal, N. Asokan

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT.

Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT.

Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Efficient Learning of Communication Profiles from IP Flow Records.

Christian A. Hammerschmidt, Samuel Marchal, Radu State, Gaetano Pellegrino, Sicco Verwer

Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

Know Your Phish: Novel Techniques for Detecting Phishing Sites and Their Targets.

Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Real-Time Client-Side Phishing Prevention Add-On.

Giovanni Armano, Samuel Marchal, N. Asokan

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Behavioral clustering of non-stationary IP flow record data.

Christian A. Hammerschmidt, Samuel Marchal, Radu State, Sicco Verwer

Proceedings of the 12th International Conference on Network and Service Management, 2016

2015

DNS and Semantic Analysis for Phishing Detection ; Analyse du DNS et Analyse Sémantique pour la Détection de l'Hameçonnage.

Samuel Marchal

PhD thesis, 2015

Mitigating Mimicry Attacks Against the Session Initiation Protocol.

Samuel Marchal, Anil Mehta, Vijay K. Gurbani, Radu State, Tin Kam Ho, Flavia Sancier-Barbosa

IEEE Trans. Netw. Serv. Manag., 2015

2014

PhishStorm: Detecting Phishing With Streaming Analytics.

Samuel Marchal, Jérôme François, Radu State, Thomas Engel

IEEE Trans. Netw. Serv. Manag., 2014

PhishScore: Hacking phishers' minds.

Samuel Marchal, Jérôme François, Radu State, Thomas Engel

Proceedings of the 10th International Conference on Network and Service Management, 2014

A Big Data Architecture for Large Scale Security Monitoring.

Samuel Marchal, Xiuyan Jiang, Radu State, Thomas Engel

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Advanced Detection Tool for PDF Threats.

Quentin Jérome, Samuel Marchal, Radu State, Thomas Engel

Proceedings of the Data Privacy Management and Autonomous Spontaneous Security, 2013

2012

Semantic based DNS forensics.

Samuel Marchal, Jérôme François, Radu State, Thomas Engel

Proceedings of the 2012 IEEE International Workshop on Information Forensics and Security, 2012

Proactive Discovery of Phishing Related Domain Names.

Samuel Marchal, Jérôme François, Radu State, Thomas Engel

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2012

DNSSM: A large scale passive DNS security monitoring framework.

Samuel Marchal, Jérôme François, Cynthia Wagner, Radu State, Alexandre Dulaunoy, Thomas Engel, Olivier Festor

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Semantic Exploration of DNS.

Samuel Marchal, Jérôme François, Cynthia Wagner, Thomas Engel

Proceedings of the NETWORKING 2012, 2012

Large Scale DNS Analysis.

Samuel Marchal, Thomas Engel

Proceedings of the Dependable Networks and Services, 2012