Understanding gradient inversion attacks from the prior knowledge perspective

ICLR 2024 BlogPosts Submission29 Authors

Published: 16 Feb 2024, Last Modified: 28 Mar 2024BT@ICLR2024EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Gradient inversion attacks, Federated learning
Blogpost Url: https://iclr-blogposts.github.io/2024/blog/understanding-gradient-inversion-attacks-from-the-prior-knowledge-perspective/
Abstract: In this blogpost, we mention multiple works in gradient inversion attacks, point out the chanllenges we need to solve in GIAs, and provide a perspective from the prior knowledge to understand the logic behind recent papers.
Ref Papers: https://arxiv.org/pdf/2010.07733.pdf
Id Of The Authors Of The Papers: ~Junyi_Zhu1
Conflict Of Interest: N/A
Submission Number: 29