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Ahmad-Reza Sadeghi — most-cited papers & profile · Cybersecurity
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overview
Ahmad-Reza Sadeghi
20
papers ·
398
citations
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Semantic Scholar ↗
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Most-cited papers
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection
2022 · 169 citations
Offline Model Guard: Secure and Private ML on Mobile Devices
2020 · 38 citations
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks
2023 · 4 citations
FLAME: Taming Backdoors in Federated Learning (Extended Version 1)
2021 · 3 citations
FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning
2023 · 2 citations
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning
2023 · 1 citations
ZORRO: Zero-Knowledge Robustness and Privacy for Split Learning (Full Version)
2025
NeuroStrike: Neuron-Level Attacks on Aligned LLMs
2025
SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version)
2025
DÏoT: A Federated Self-learning Anomaly Detection System for IoT
2018
Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version)
2024
Top co-authors
Phillip Rieger
· 5
Hossein Fereidooni
· 3
Phillip Rieger
· 3
Alessandro Pegoraro
· 2
Farinaz Koushanfar
· 2
Hossein Fereidooni
· 2
Jonathan Knauer
· 2
Markus Miettinen
· 2
Shaza Zeitouni
· 2
Thien Duc Nguyen
· 2
Alessandro Pegoraro
· 1
Alexandra Dmitrienko
· 1
Topics
Adversarial ML
Network Security
Vulnerability Detection
Privacy
Threat Intelligence
Anomaly Detection
Malware Detection
LLM Security
Cryptography