Roei Schuster

According to our database, Roei Schuster authored at least 23 papers between 2016 and 2023.

Collaborative distances:

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

2023

Is Federated Learning a Practical PET Yet?

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

CoRR, 2023

Squint Hard Enough: Attacking Perceptual Hashing with Adversarial Machine Learning.

Jonathan Prokos, Neil Fendley, Matthew Green, Roei Schuster, Eran Tromer, Tushar M. Jois, Yinzhi Cao

Proceedings of the 32nd USENIX Security Symposium, 2023

Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation.

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

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

When the Curious Abandon Honesty: Federated Learning Is Not Private.

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

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

Understanding Transformer Memorization Recall Through Idioms.

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

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

The Adversarial Implications of Variable-Time Inference.

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

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2022

Toward Proactive Support for Older Adults: Predicting the Right Moment for Providing Mobile Safety Help.

Tamir Mendel, Roei Schuster, Eran Tromer, Eran Toch

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Learned Systems Security.

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

CoRR, 2022

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

Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie, Nicolas Papernot

CoRR, 2022

Lend Me Your Ear: Passive Remote Physical Side Channels on PCs.

Daniel Genkin, Noam Nissan, Roei Schuster, Eran Tromer

Proceedings of the 31st USENIX Security Symposium, 2022

In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning.

Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie, Nicolas Papernot

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Data-Oriented Systems Security

Roei Schuster

PhD thesis, 2021

Squint Hard Enough: Evaluating Perceptual Hashing with Machine Learning.

Jonathan Prokos, Tushar M. Jois, Neil Fendley, Roei Schuster, Matthew Green, Eran Tromer, Yinzhi Cao

IACR Cryptol. ePrint Arch., 2021

You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion.

Roei Schuster, Congzheng Song, Eran Tromer, Vitaly Shmatikov

Proceedings of the 30th USENIX Security Symposium, 2021

Transformer Feed-Forward Layers Are Key-Value Memories.

Mor Geva, Roei Schuster, Jonathan Berant, Omer Levy

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

The Limitations of Stylometry for Detecting Machine-Generated Fake News.

Tal Schuster, Roei Schuster, Darsh J. Shah, Regina Barzilay

Comput. Linguistics, 2020

Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning.

Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov

Proceedings of the 2020 IEEE Symposium on Security and Privacy, 2020

De-Anonymizing Text by Fingerprinting Language Generation.

Zhen Sun, Roei Schuster, Vitaly Shmatikov

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Are We Safe Yet? The Limitations of Distributional Features for Fake News Detection.

Tal Schuster, Roei Schuster, Darsh J. Shah, Regina Barzilay

CoRR, 2019

Synesthesia: Detecting Screen Content via Remote Acoustic Side Channels.

Daniel Genkin, Mihir Pattani, Roei Schuster, Eran Tromer

Proceedings of the 2019 IEEE Symposium on Security and Privacy, 2019

2018

Situational Access Control in the Internet of Things.

Roei Schuster, Vitaly Shmatikov, Eran Tromer

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

Beauty and the Burst: Remote Identification of Encrypted Video Streams.

Roei Schuster, Vitaly Shmatikov, Eran Tromer

Proceedings of the 26th USENIX Security Symposium, 2017

2016

DroidDisintegrator: Intra-Application Information Flow Control in Android Apps.

Eran Tromer, Roei Schuster

Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016