3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 3 cited
Label-Only Model Inversion Attacks via Boundary Repulsion
Mostafa Kahla, Si Chen, Hoang Anh Just +1
Recent studies show that the state-of-the-art deep neural networks are vulnerable to model inversion attacks, in which access to a model is abused to reconstruct private training d…
cs.LG2020
Knowledge-Enriched Distributional Model Inversion Attacks
Si Chen, Mostafa Kahla, Ruoxi Jia +1
Model inversion (MI) attacks are aimed at reconstructing training data from model parameters. Such attacks have triggered increasing concerns about privacy, especially given a grow…
cs.DS2018
Red-Black Trees with Constant Update Time
Amr Elmasry, Mostafa Kahla, Fady Ahdy +1
We show how a few modifications to the red-black trees allow for worst-case update time (once the position of the inserted or deleted element is known). The resulting struct…