1. Research
  2. Digital Security Department
  3. Publications
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Publications

Conference

Oliveri, Andrea; Nemes, Nikola; Andjelic, Branislav; Balzarotti, Davide

A study on the evolution of kernel data types used in memory forensics and their dependency on compilation options

DFRWS EU 2025, Digital Forensics Research Conference Europe, 1-4 April 20025, Brno, Czech Republic / Also to be published in "Forensic Science International: Digital Investigation"

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BIBTEX

Conference

Hans, Sameer; Dugelay, Jean-Luc; Isa, Mohd Rizal Mohd; Khairuddin, Mohammad Adib

Action recognition in law enforcement: A novel dataset from body worn cameras

ICPRAM 2025, 14th International Conference on Pattern Recognition Applications and Methods, 23-25 February 2025, Porto, Portugal
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Conference

Akram, Aftab; Gritti, Clémentine; Halip, Mohd Hazali Mohamed; Kamarudin, Nur Diyana; Mansor, Marini; Rahayu, Syarifah Bahiyah; Önen, Melek

Robust blockchain-based federated learning

ICISSP 2025, 11th International Conference on Information Systems Security and Privacy, 20-22 February 2025, Porto, Portugal
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Thesis

Zari, Oualid

Machine learning and privacy protection: Attacks and defenses

Thesis
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Journal

Jung, Jee-weon; Wu, Yihan; Wang, Xin; Kim, Ji-Hoon; Maiti, Soumi; Matsunaga, Yuta; Shim, Hye-jin; Tian, Jinchuan; Evans, Nicholas et al.;

SpoofCeleb: Speech deepfake detection and SASV in the wild

IEEE Open Journal of Signal Processing, 13 January 2025
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ARXIV
DOI
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Journal

Ruggia, Antonio; Possemato, Andrea; Dambra, Savino; Merlo, Alessio; Aonzo, Simone; Balzarotti, Davide

The dark side of native code on Android

ACM Transactions on Privacy and Security, 2025
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ARXIV
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Conference

Libourel, Alexandre; Dugelay, Jean-Luc

You’re not acting like yourself: Deepfake detection based on facial behavior

IPAS 2025, 6th IEEE International Conference on Image Processing Applications and Systems, 9-11 January 2025, Lyon, France
Best Session Paper Award
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Journal

Ayoub, Pierre; Hernandez, Aurélien; Cayre, Romain; Francillon, Aurélien; Maurice, Clémentine

PhaseSCA: Exploiting phase-modulated emanations in side channels

IACR Transactions on Cryptographic Hardware and Embedded Systems, Vol. 2025, N°1
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DOI
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Book

Akram, Aftab; Zimmer, Pascal; Gritti, Clémentine; Karame, Ghassan; Önen, Melek

Fundamentals of privacy-preserving and secure machine learning

Book chapter of "Trustworthy AI in Medical Imaging", December 2024, ISBN: 9780443237614
97804 43237614, Elsevier
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BIBTEX

Conference

Olivier, Paul L. R.; Muench, Marius; Francillon, Aurélien

0x41414141: Avatar2 artifacts, advances and analysis

ACSAC 2024, 40th Annual Computer Security Applications Conference, 9-13 December 2024, Waikiki, Hawaii, USA
Finalist at the "Artifacts Competition and Impact Award"
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BIBTEX

Talk

Önen, Melek

Customized attacks and defense strategies for robust and privacy-preserving federated learning

ARTMAN 2024, Keynote talk, Workshop co-located with ACSAC 2024, December 9, 2024, Waikiki, Hawaii, USA
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Conference

Taiello, Riccardo; Tosun, Emre; Ibarrondo, Alberto; Chabanne, Herve; Önen, Melek

Another walk for Monchi

FPS 2024, 17th International Symposium on Foundations and Practice of Security, 9-11 December 2024, Montréal, Canada
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Conference

Zari, Oualid; Xu, Chuan; Parra-Arnau, Javier; Ünsal, Ayse; Önen, Melek

Link inference attacks in vertical federated graph learning

ACSAC 2024, 40th Annual Computer Security Applications Conference, 9-13 December 2024, Waikiki, Hawaii, USA
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Conference

Ayoub, Pierre; Cayre, Romain; Francillon, Aurélien; Maurice, Clémentine

BlueScream: Screaming channels on Bluetooth low energy

ACSAC 2024, 40th Annual Computer Security Applications Conference, 9-13 December 2024, Waikiki, Hawaii, USA
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Conference

Zhang, Dongjia; Fioraldi, Andrea; Balzarotti, Davide

On understanding and forecasting fuzzers performance with static analysis

CCS 2024, 31st ACM Conference on Computer and Communications Security, 14-18 October 2024, Salt Lake City, USA
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DOI
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Thesis

Casagrande, Marco

Protocol-level attacks and defenses to advance IoT security

Thesis
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Conference

Casagrande, Marco; Antonioli, Daniele

CTRAPS: CTAP client impersonation and API confusion on FIDO2

Submitted to ArXiV, 3 December 2024
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ARXIV
BIBTEX

Thesis

Ayoub, Pierre

Compromising electromagnetic emanations: Side-channel leakages in embedded devices

Thesis
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Journal

Todisco, Massimiliano

Lecture Notes: Deepfakes and adversarial threats to automatic speaker verification, countermeasures and human listeners

IEEE Biometrics Newsletter, Vol.52, December 2024
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Conference

Adra, Mira; Mirabet-Heranz, Nélida; Dugelay, Jean-Luc

Beyond RGB: Tri-modal microexpression recognition with RGB, thermal, and event data

FBE 2024, 2nd Workshop on Facial and Body Expressions, in conjunction with ICPR 2024, 27th International Conference on Pattern Recognition, 1-5 December 2024, Kolkata, India
Best Paper Award
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