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2404.06721
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Poisoning Prevention in Federated Learning and Differential Privacy via Stateful Proofs of Execution
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024
28 January 2025
Norrathep Rattanavipanon
Ivan de Oliviera Nunes
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Papers citing
"Poisoning Prevention in Federated Learning and Differential Privacy via Stateful Proofs of Execution"
36 / 36 papers shown
CoSIFL: Collaborative Secure and Incentivized Federated Learning with Differential Privacy
Zhanhong Xie
Meifan Zhang
Lihua Yin
FedML
142
0
0
27 Sep 2025
Securing Federated Learning with Control-Flow Attestation: A Novel Framework for Enhanced Integrity and Resilience against Adversarial Attacks
Zahir Alsulaimawi
294
4
0
15 Mar 2024
Mitigating Adversarial Attacks in Federated Learning with Trusted Execution Environments
IEEE International Conference on Distributed Computing Systems (ICDCS), 2023
Simon Queyrut
V. Schiavoni
Pascal Felber
AAML
FedML
250
16
0
13 Sep 2023
RARES: Runtime Attack Resilient Embedded System Design Using Verified Proof-of-Execution
Avani Dave
181
13
0
05 May 2023
ACFA: Secure Runtime Auditing & Guaranteed Device Healing via Active Control Flow Attestation
USENIX Security Symposium (USENIX Security), 2023
Adam Caulfield
Norrathep Rattanavipanon
Ivan De Oliveira Nunes
238
20
0
28 Mar 2023
ISC-FLAT: On the Conflict Between Control Flow Attestation and Real-Time Operations
IEEE Real Time Technology and Applications Symposium (RTAS), 2023
Antonio Joia Neto
Ivan De Oliveira Nunes
211
23
0
07 Mar 2023
CrowdGuard: Federated Backdoor Detection in Federated Learning
Network and Distributed System Security Symposium (NDSS), 2022
Phillip Rieger
T. Krauß
Markus Miettinen
Alexandra Dmitrienko
Ahmad-Reza Sadeghi Technical University Darmstadt
AAML
FedML
362
43
0
14 Oct 2022
Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone
International Middleware Conference (Middleware), 2022
Aghiles Ait Messaoud
Sonia Ben Mokhtar
Vlad Nitu
V. Schiavoni
FedML
391
20
0
11 Aug 2022
ASAP: Reconciling Asynchronous Real-Time Operations and Proofs of Execution in Simple Embedded Systems
Design Automation Conference (DAC), 2022
Adam Caulfield
Norrathep Rattanavipanon
Ivan De Oliveira Nunes
164
15
0
06 Jun 2022
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation
USENIX Security Symposium (USENIX Security), 2022
Xiaoguang Li
Ninghui Li
Wenhai Sun
Neil Zhenqiang Gong
Hui Li
AAML
489
34
0
24 May 2022
Privacy-from-Birth: Protecting Sensed Data from Malicious Sensors with VERSA
IEEE Symposium on Security and Privacy (IEEE S&P), 2022
Ivan De Oliveira Nunes
Seoyeon Hwang
Sashidhar Jakkamsetti
Gene Tsudik
166
11
0
05 May 2022
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
USENIX Security Symposium (USENIX Security), 2021
Yongji Wu
Xiaoyu Cao
Jinyuan Jia
Neil Zhenqiang Gong
AAML
305
51
0
22 Nov 2021
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective
Jingwei Sun
Ang Li
Louis DiValentin
Amin Hassanzadeh
Yiran Chen
Xue Yang
FedML
OOD
AAML
286
110
0
26 Oct 2021
ReCFA: Resilient Control-Flow Attestation
Asia-Pacific Computer Systems Architecture Conference (ACSA), 2021
Yumei Zhang
Xinzhi Liu
Cong Sun
Dongrui Zeng
Gang Tan
Xiao Kan
Siqi Ma
181
31
0
22 Oct 2021
VICEROY: GDPR-/CCPA-compliant Enforcement of Verifiable Accountless Consumer Requests
Network and Distributed System Security Symposium (NDSS), 2021
Scott Jordan
Yoshimichi Nakatsuka
Ercan Ozturk
Andrew Paverd
Gene Tsudik
194
9
0
14 May 2021
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services (MobiSys), 2021
Fan Mo
Hamed Haddadi
Kleomenis Katevas
Eduard Marin
Diego Perino
N. Kourtellis
FedML
410
298
0
29 Apr 2021
DIALED: Data Integrity Attestation for Low-end Embedded Devices
Design Automation Conference (DAC), 2021
Ivan De Oliveira Nunes
Sashidhar Jakkamsetti
Gene Tsudik
186
36
0
24 Mar 2021
Data Poisoning Attacks Against Federated Learning Systems
European Symposium on Research in Computer Security (ESORICS), 2020
Vale Tolpegin
Stacey Truex
Mehmet Emre Gursoy
Ling Liu
FedML
410
870
0
16 Jul 2020
Backdoor Attacks Against Deep Learning Systems in the Physical World
Emily Wenger
Josephine Passananti
A. Bhagoji
Yuanshun Yao
Haitao Zheng
Ben Y. Zhao
AAML
556
250
0
25 Jun 2020
On Adaptive Attacks to Adversarial Example Defenses
Neural Information Processing Systems (NeurIPS), 2020
Florian Tramèr
Nicholas Carlini
Wieland Brendel
Aleksander Madry
AAML
690
927
0
19 Feb 2020
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
USENIX Security Symposium (USENIX Security), 2019
Minghong Fang
Xiaoyu Cao
Jinyuan Jia
Neil Zhenqiang Gong
AAML
OOD
FedML
769
1,503
0
26 Nov 2019
Data Poisoning Attacks to Local Differential Privacy Protocols
USENIX Security Symposium (USENIX Security), 2019
Xiaoyu Cao
Jinyuan Jia
Neil Zhenqiang Gong
AAML
418
97
0
05 Nov 2019
A Verified Architecture for Proofs of Execution on Remote Devices under Full Software Compromise
USENIX Security Symposium (USENIX Security), 2019
Ivan De Oliveira Nunes
Karim M. El Defrawy
Norrathep Rattanavipanon
Gene Tsudik
207
64
0
07 Aug 2019
Federated Optimization in Heterogeneous Networks
Tian Li
Anit Kumar Sahu
Manzil Zaheer
Maziar Sanjabi
Ameet Talwalkar
Virginia Smith
FedML
1.1K
7,393
0
14 Dec 2018
ScaRR: Scalable Runtime Remote Attestation for Complex Systems
International Symposium on Recent Advances in Intrusion Detection (RAID), 2018
Flavio Toffalini
E. Losiouk
Andrea Biondo
Jianying Zhou
Mauro Conti
233
31
0
20 Jul 2018
Federated Learning with Non-IID Data
Yue Zhao
Meng Li
Liangzhen Lai
Naveen Suda
Damon Civin
Vikas Chandra
FedML
798
3,149
0
02 Jun 2018
Soteria: Automated IoT Safety and Security Analysis
Z. Berkay Celik
Patrick McDaniel
Gang Tan
127
256
0
22 May 2018
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
Matthew Jagielski
Alina Oprea
Battista Biggio
Chang-rui Liu
Cristina Nita-Rotaru
Yue Liu
AAML
405
860
0
01 Apr 2018
The Hidden Vulnerability of Distributed Learning in Byzantium
El-Mahdi El-Mhamdi
R. Guerraoui
Sébastien Rouault
AAML
FedML
457
973
0
22 Feb 2018
OAT: Attesting Operation Integrity of Embedded Devices
Zhichuang Sun
Bo Feng
Long Lu
S. Jha
200
88
0
09 Feb 2018
Collecting Telemetry Data Privately
Bolin Ding
Janardhan Kulkarni
Sergey Yekhanin
378
776
0
05 Dec 2017
LO-FAT: Low-Overhead Control Flow ATtestation in Hardware
Design Automation Conference (DAC), 2017
Ghada Dessouky
S. Zeitouni
Thomas Nyman
Andrew Paverd
Lucas Davi
Patrick Koeberl
Nadarajah Asokan
A. Sadeghi
117
131
0
12 Jun 2017
HYDRA: HYbrid Design for Remote Attestation (Using a Formally Verified Microkernel)
Karim M. El Defrawy
Norrathep Rattanavipanon
Gene Tsudik
148
86
0
08 Mar 2017
Federated Learning: Strategies for Improving Communication Efficiency
Jakub Konecný
H. B. McMahan
Felix X. Yu
Peter Richtárik
A. Suresh
Dave Bacon
FedML
747
5,294
0
18 Oct 2016
C-FLAT: Control-FLow ATtestation for Embedded Systems Software
Tigist Abera
Nadarajah Asokan
Lucas Davi
Jan-Erik Ekberg
Thomas Nyman
Andrew Paverd
A. Sadeghi
Gene Tsudik
346
305
0
25 May 2016
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response
Conference on Computer and Communications Security (CCS), 2014
Ulfar Erlingsson
Vasyl Pihur
Aleksandra Korolova
527
2,209
0
25 Jul 2014
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