Alert button
Picture for Roei Schuster

Roei Schuster

Alert button

The Adversarial Implications of Variable-Time Inference

Sep 05, 2023
Dudi Biton, Aditi Misra, Efrat Levy, Jaidip Kotak, Ron Bitton, Roei Schuster, Nicolas Papernot, Yuval Elovici, Ben Nassi

Figure 1 for The Adversarial Implications of Variable-Time Inference
Figure 2 for The Adversarial Implications of Variable-Time Inference
Figure 3 for The Adversarial Implications of Variable-Time Inference
Figure 4 for The Adversarial Implications of Variable-Time Inference
Viaarxiv icon

Learned Systems Security

Jan 10, 2023
Roei Schuster, Jin Peng Zhou, Thorsten Eisenhofer, Paul Grubbs, Nicolas Papernot

Figure 1 for Learned Systems Security
Figure 2 for Learned Systems Security
Figure 3 for Learned Systems Security
Figure 4 for Learned Systems Security
Viaarxiv icon

Is Federated Learning a Practical PET Yet?

Jan 09, 2023
Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot

Figure 1 for Is Federated Learning a Practical PET Yet?
Figure 2 for Is Federated Learning a Practical PET Yet?
Figure 3 for Is Federated Learning a Practical PET Yet?
Figure 4 for Is Federated Learning a Practical PET Yet?
Viaarxiv icon

Understanding Transformer Memorization Recall Through Idioms

Oct 11, 2022
Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva

Figure 1 for Understanding Transformer Memorization Recall Through Idioms
Figure 2 for Understanding Transformer Memorization Recall Through Idioms
Figure 3 for Understanding Transformer Memorization Recall Through Idioms
Figure 4 for Understanding Transformer Memorization Recall Through Idioms
Viaarxiv icon

In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning

Sep 22, 2022
Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie, Nicolas Papernot

Figure 1 for In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
Figure 2 for In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
Figure 3 for In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
Figure 4 for In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
Viaarxiv icon

When the Curious Abandon Honesty: Federated Learning Is Not Private

Dec 06, 2021
Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot

Figure 1 for When the Curious Abandon Honesty: Federated Learning Is Not Private
Figure 2 for When the Curious Abandon Honesty: Federated Learning Is Not Private
Figure 3 for When the Curious Abandon Honesty: Federated Learning Is Not Private
Figure 4 for When the Curious Abandon Honesty: Federated Learning Is Not Private
Viaarxiv icon

Transformer Feed-Forward Layers Are Key-Value Memories

Dec 29, 2020
Mor Geva, Roei Schuster, Jonathan Berant, Omer Levy

Figure 1 for Transformer Feed-Forward Layers Are Key-Value Memories
Figure 2 for Transformer Feed-Forward Layers Are Key-Value Memories
Figure 3 for Transformer Feed-Forward Layers Are Key-Value Memories
Figure 4 for Transformer Feed-Forward Layers Are Key-Value Memories
Viaarxiv icon

You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion

Jul 07, 2020
Roei Schuster, Congzheng Song, Eran Tromer, Vitaly Shmatikov

Figure 1 for You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
Figure 2 for You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
Figure 3 for You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
Figure 4 for You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
Viaarxiv icon