Phillip Rieger

32 papers A* 12A 1B 1Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	LightShed: Defeating Perturbation-based Image Copyright Protections. USENIX Security Symposium Hanna Foerster, Sasha Behrouzi, Phillip Rieger, Murtuza Jadliwala, Ahmad-Reza Sadeghi
2025	A*	`conf`	SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning. NDSS Phillip Rieger, Alessandro Pegoraro, Kavita Kumari, Tigist Abera, Jonathan Knauer, Ahmad-Reza Sadeghi
2025	J	`jnl`	SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning. CoRR Phillip Rieger, Alessandro Pegoraro, Kavita Kumari, Tigist Abera, Jonathan Knauer, Ahmad-Reza Sadeghi
2025	—	`—`	Training AI in Hostile Environments: Adversarially Robust Machine Learning / Phillip Erik Rieger ; Ahmad-Reza Sadeghi, Farinaz Koushanfar. Phillip Rieger
2025	A*	`conf`	VoiceRadar: Voice Deepfake Detection using Micro-Frequency and Compositional Analysis. NDSS Kavita Kumari, Maryam Abbasihafshejani, Alessandro Pegoraro, Phillip Rieger, Kamyar Arshi, Murtuza Jadliwala, Ahmad-Reza Sadeghi
2025	J	`jnl`	ZORRO: Zero-Knowledge Robustness and Privacy for Split Learning (Full Version). CoRR Nojan Sheybani, Alessandro Pegoraro, Jonathan Knauer, Phillip Rieger, Elissa Mollakuqe, Farinaz Koushanfar, Ahmad-Reza Sadeghi
2024	A*	`conf`	CrowdGuard: Federated Backdoor Detection in Federated Learning. NDSS Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2024	—	`conf`	Don't Buy the Pig in a Poke: Benchmarking DNNs Inference Performance before Development. HICSS Constantin Völter, Timo Koppe, Phillip Rieger
2024	A*	`conf`	FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning. NDSS Hossein Fereidooni, Alessandro Pegoraro, Phillip Rieger, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2024	—	`conf`	LayerDBA: Circumventing Similarity-Based Defenses in Federated Learning. SP (Workshops) Javor Nikolov, Alessandro Pegoraro, Phillip Rieger, Ahmad-Reza Sadeghi
2024	J	`jnl`	Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version). CoRR Jonathan Knauer, Phillip Rieger, Hossein Fereidooni, Ahmad-Reza Sadeghi
2024	A*	`conf`	Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning. CCS Jonathan Knauer, Phillip Rieger, Hossein Fereidooni, Ahmad-Reza Sadeghi
2023	A*	`conf`	ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. USENIX Security Symposium Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
2023	J	`jnl`	ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. CoRR Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
2023	A*	`conf`	AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. NDSS Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2023	J	`jnl`	AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. CoRR Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2023	A*	`conf`	BayBFed: Bayesian Backdoor Defense for Federated Learning. SP Kavita Kumari, Phillip Rieger, Hossein Fereidooni, Murtuza Jadliwala, Ahmad-Reza Sadeghi
2023	J	`jnl`	BayBFed: Bayesian Backdoor Defense for Federated Learning. CoRR Kavita Kumari, Phillip Rieger, Hossein Fereidooni, Murtuza Jadliwala, Ahmad-Reza Sadeghi
2023	B	`conf`	FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning. FPL Huimin Li, Phillip Rieger, Shaza Zeitouni, Stjepan Picek, Ahmad-Reza Sadeghi
2023	J	`jnl`	FLAIRS: FPGA-Accelerated Inference-Resistant & Secure Federated Learning. CoRR Huimin Li, Phillip Rieger, Shaza Zeitouni, Stjepan Picek, Ahmad-Reza Sadeghi
2023	A	`conf`	FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks. ACSAC Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad-Reza Sadeghi
2023	J	`jnl`	FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks. CoRR Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad-Reza Sadeghi
2023	J	`jnl`	FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning. CoRR Hossein Fereidooni, Alessandro Pegoraro, Phillip Rieger, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2022	J	`jnl`	Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis. CoRR Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2022	A*	`conf`	DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection. NDSS Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
2022	J	`jnl`	DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection. CoRR Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
2022	A*	`conf`	FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider
2022	A*	`conf`	FedCRI: Federated Mobile Cyber-Risk Intelligence. NDSS Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener
2021	J	`jnl`	FLGUARD: Secure and Private Federated Learning. CoRR Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021	J	`jnl`	FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021	—	`conf`	SAFELearn: Secure Aggregation for private FEderated Learning. SP (Workshops) Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021	J	`jnl`	SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni