1. AKRAM Aftab
  2. AKRAM Aftab
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AKRAM Aftab

Conférence

El Bacha, Tonia; Akram, Aftab; Harrouche, Ibtissam; Önen, Melek

Privacy-preserving and fairness-aware secure aggregation in federated learning

PSD 2026, Privacy in Statistical Databases Conference, 30 September-2 October 2026, Cádiz, Spain
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Conférence

Akram, Aftab; Pham, Harry N. H.; Önen, Melek; Gritti, Clémentine

SAAFL: Secure aggregation for label-aware federated learning

IFIP SEC 2025, 40th International Conference on ICT Systems Security and Privacy Protection, 21-23 May 2025, Maribor, Slovenia
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Poster / Demo

Akram, Aftab; Gritti, Clementine; Önen, Melek

Privacy-preserving federated learning

Presented at EURECOM
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Conférence

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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Ouvrage

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, Elsevier
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