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Brian Testa
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2020 – today
- 2024
- [i5]Weiheng Chai, Brian Testa, Huantao Ren, Asif Salekin, Senem Velipasalar:
Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models. CoRR abs/2402.09316 (2024) - 2023
- [j1]Brian Testa
, Yi Xiao
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(3): 126:1-126:30 (2023) - [c5]Amol Khanna
Differentially Private Logistic Regression with Sparse Solutions. AISec@CCS 2023: 1-9 - [c4]Tyler LeBlond
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile. AISec@CCS 2023: 23-33 - [i4]Amol Khanna, Fred Lu, Edward Raff, Brian Testa:
Sparse Private LASSO Logistic Regression. CoRR abs/2304.12429 (2023) - [i3]Tyler LeBlond, Joseph Munoz, Fred Lu, Maya Fuchs, Elliott Zaresky-Williams, Edward Raff, Brian Testa:
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile. CoRR abs/2306.15790 (2023) - 2022
- [c3]Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa:
A General Framework for Auditing Differentially Private Machine Learning. NeurIPS 2022 - [i2]Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa:
A General Framework for Auditing Differentially Private Machine Learning. CoRR abs/2210.08643 (2022) - [i1]Brian Testa, Yi Xiao, Avery Gump, Asif Salekin:
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning. CoRR abs/2211.09273 (2022)
2010 – 2019
- 2019
- [c2]Xunchao Hu, Brian Testa, Heng Yin
ChaffyScript: Vulnerability-Agnostic Defense of JavaScript Exploits via Memory Perturbation. SecureComm (1) 2019: 191-213 - 2016
- [c1]Qian Feng, Rundong Zhou, Chengcheng Xu, Yao Cheng, Brian Testa, Heng Yin
Scalable Graph-based Bug Search for Firmware Images. CCS 2016: 480-491
Coauthor Index
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