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Youssef Allouah — most-cited papers & profile · Cybersecurity
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Youssef Allouah
9
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Most-cited papers
Distributional Machine Unlearning via Selective Data Removal
2025
Certified Unlearning for Neural Networks
2025
Towards Trustworthy Federated Learning with Untrusted Participants
2025
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
2023
Balancing Privacy, Robustness, and Efficiency in Machine Learning
2023
The Privacy Power of Correlated Noise in Decentralized Learning
2024
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
2024
The Utility and Complexity of in- and out-of-Distribution Machine Unlearning
2024
Top co-authors
Rachid Guerraoui
· 8
Sanmi Koyejo
· 3
Anastasia Koloskova
· 2
John Stephan
· 2
Abdellah El Mrini
· 1
and John Stephan
· 1
Animesh Jha
· 1
Aymane El Firdoussi
· 1
Joshua Kazdan
· 1
Martin Jaggi
· 1
Nirupam Gupta
· 1
Nirupam Gupta and Rafael Pinot
· 1
Topics
cs.LG
cs.CR
cs.DC
stat.ML
math.OC