Sotabase

Career

· Researcher, University of Illinois at Urbana-Champaign2020–

Publications (0)

CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition
USENIX Security Symposium · 2018
384
cited
Understanding Membership Inferences on Well-Generalized Learning Models
arXiv.org · 2018
240
cited
LINKTELLER: Recovering Private Edges from Graph Neural Networks via Influence Analysis
IEEE Symposium on Security and Privacy · 2021
117
cited
A Pragmatic Approach to Membership Inferences on Machine Learning Models
European Symposium on Security and Privacy · 2020
104
cited
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
Neural Information Processing Systems · 2019
88
cited
Towards Measuring Membership Privacy
arXiv.org · 2017
88
cited
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation
Conference on Computer and Communications Security · 2021
75
cited
SoK: Privacy-Preserving Data Synthesis
IEEE Symposium on Security and Privacy · 2023
55
cited
Scalable Differentially Private Generative Student Model via PATE
arXiv.org · 2019
28
cited
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
Conference on Computer and Communications Security · 2022
20
cited
SecretGen: Privacy Recovery on Pre-Trained Models via Distribution Discrimination
European Conference on Computer Vision · 2022
13
cited
Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions
arXiv.org · 2022
11
cited
Scalable Differentially Private Data Generation via Private Aggregation of Teacher Ensembles
2019
9
cited
Secure Two-Party Feature Selection
arXiv.org · 2019
8
cited
Uncovering the Connection Between Differential Privacy and Certified Robustness of Federated Learning against Poisoning Attacks
arXiv.org · 2022
8
cited
Distributed and Secure ML with Self-tallying Multi-party Aggregation
arXiv.org · 2018
3
cited
A Hypothesis Testing Approach to Sharing Logs with Confidence
Conference on Data and Application Security and Privacy · 2020
1
cited
A fast polarimeter calibration method using vector projection algorithm
International Conference on Advanced Infocomm Technology · 2013
BEEER: distributed record and replay for medical devices in hospital operating rooms
Symposium and Bootcamp on the Science of Security · 2019
Understanding and mitigating privacy risk in machine learning systems
2020
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