Joshua C. Zhao

According to our database, Joshua C. Zhao authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey.

Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger R. Roth

CoRR, 2024

Loki: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation.

Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning.

Joshua C. Zhao, Ahaan Dabholkar, Atul Sharma, Saurabh Bagchi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification.

Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

CoRR, 2023

How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake.

Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning.

Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FLAIR: Defense against Model Poisoning Attack in Federated Learning.

Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2021

Thermal Management for FPGA Nodes in HPC Systems.

Yingyi Luo, Joshua C. Zhao, Arnav Aggarwal, Seda Ogrenci-Memik, Kazutomo Yoshii

ACM Trans. Design Autom. Electr. Syst., 2021

TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks.

Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi

CoRR, 2021