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Amir Houmansadr — most-cited papers & profile · Federated Learning
← authors
·
overview
Amir Houmansadr
28
papers ·
259
citations ·
35
h-index
Amherst College · University of Massachusetts Amherst
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer
2019 · 91 citations
Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning
2021 · 9 citations
E2FL: Equal and Equitable Federated Learning
2022 · 5 citations
FRL: Federated Rank Learning
2021 · 3 citations
A Survey on Federated Unlearning: Challenges and Opportunities
2024 · 2 citations
Decoding FL Defenses: Systemization, Pitfalls, and Remedies
2025
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation
2023
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning
2018
Security Analysis of SplitFed Learning
2022
Top co-authors
Reza Shokri
· 2
Dzung Pham
· 1
Hongyan Chang
· 1
Hyejun Jeong
· 1
Milad Nasr
· 1
Peter Kairouz
· 1
Shiqing Ma
· 1
Shreyas Kulkarni
· 1
Topics
Federated Learning
Privacy
Adversarial Attacks
Security
Data Heterogeneity