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  4. Cited By
FLEDGE: Ledger-based Federated Learning Resilient to Inference and
  Backdoor Attacks

FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks

Asia-Pacific Computer Systems Architecture Conference (ACSA), 2023
3 October 2023
Jorge Castillo
Phillip Rieger
Hossein Fereidooni
Qian Chen
Ahmad Sadeghi
    FedMLAAML
ArXiv (abs)PDFHTMLGithub

Papers citing "FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks"

5 / 5 papers shown
FL-CLEANER: byzantine and backdoor defense by CLustering Errors of Activation maps in Non-iid fedErated leaRning
FL-CLEANER: byzantine and backdoor defense by CLustering Errors of Activation maps in Non-iid fedErated leaRning
Mehdi Ben Ghali
Reda Bellafqira
Reda Bellafqira
AAMLFedML
422
0
0
21 Jan 2025
SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version)
SafeSplit: A Novel Defense Against Client-Side Backdoor Attacks in Split Learning (Full Version)Network and Distributed System Security Symposium (NDSS), 2025
Phillip Rieger
Alessandro Pegoraro
Kavita Kumari
Tigist Abera
Jonathan Knauer
A. Sadeghi
AAML
487
5
0
11 Jan 2025
Adversarially Guided Stateful Defense Against Backdoor Attacks in
  Federated Deep Learning
Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep LearningAsia-Pacific Computer Systems Architecture Conference (ACSA), 2024
Hassan Ali
Surya Nepal
S. Kanhere
S. Jha
AAMLFedML
252
5
0
15 Oct 2024
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning
  Attacks in Federated Learning
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning
Hossein Fereidooni
Alessandro Pegoraro
Phillip Rieger
Alexandra Dmitrienko
Ahmad-Reza Sadeghi
AAML
280
51
0
07 Dec 2023
Blockchained Federated Learning for Internet of Things: A Comprehensive
  Survey
Blockchained Federated Learning for Internet of Things: A Comprehensive SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Yanna Jiang
Baihe Ma
Xu Wang
Ping Yu
Guangsheng Yu
Zhe Wang
Weiquan Ni
R. Liu
AI4CE
276
69
0
08 May 2023
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