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ORCIDJoshua C. Zhao
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2020 – today
- 2024
[c5]Joshua C. Zhao, Ahaan Dabholkar, Atul Sharma, Saurabh Bagchi:
Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning. CVPR 2024: 12247-12256- [c4]Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
Loki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation. SP 2024: 1287-1305 - [i5]Joshua C. Zhao, Ahaan Dabholkar, Atul Sharma, Saurabh Bagchi:
Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning. CoRR abs/2403.18144 (2024) - [i4]Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger R. Roth:
Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey. CoRR abs/2405.03636 (2024) - 2023
- [c3]Atul Sharma
, Wei Chen, Joshua C. Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji:
FLAIR: Defense against Model Poisoning Attack in Federated Learning. AsiaCCS 2023: 553-566 - [c2]Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning. CVPR 2023: 3974-3983 - [c1]Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji:
How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake. DSN-S 2023: 122-126 - [i3]Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification. CoRR abs/2303.12233 (2023) - [i2]Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning. CoRR abs/2303.14868 (2023) - 2021
- [j1]Yingyi Luo, Joshua C. Zhao, Arnav Aggarwal, Seda Ogrenci-Memik, Kazutomo Yoshii:
Thermal Management for FPGA Nodes in HPC Systems. ACM Trans. Design Autom. Electr. Syst. 26(2): 14:1-14:17 (2021) - [i1]Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi:
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks. CoRR abs/2110.10108 (2021)
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