Concepedia

Amin Ghiasi

AG

Statistics

Publications

6

Citations

113

H-Index

6

Active since

2019

Affiliations

University of Maryland, College Park(Current)

Amin Ghiasi is an author at University of Maryland, College Park specializing in computer science, computing, and machine learning.

Publications per year

2019–2022

6

Publications

6

Label Smoothing and Logit Squeezing: A Replacement for Adversarial Training?

Ali Shafahi, Amin Ghiasi, Furong Huang et al. · arXiv (Cornell University) · 2019 · 34 citations · Full text

Computing, Computer Science, Computer Security +16

What do Vision Transformers Learn? A Visual Exploration

Amin Ghiasi, Hamid Kazemi, Eitan Borgnia et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text

Computing, Computer Science, Computer Vision +13

DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations

Eitan Borgnia, Jonas Geiping, Valeriia Cherepanova et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

Computing, Computer Science, Cybersecurity +15

Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates

Amin Ghiasi, Ali Shafahi, Tom Goldstein · arXiv (Cornell University) · 2020 · 16 citations · Full text

Computing, Computer Engineering, Computer Science +7

Adversarially robust transfer learning

Ali Shafahi, Parsa Saadatpanah, Chen Zhu et al. · arXiv (Cornell University) · 2019 · 14 citations · Full text

Computing, Computer Science, Feature Engineering +15

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