Brian Testa

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Differentially Private

Text To Speech Synthesis

Machine Learning

Formant Frequencies

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

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 (2024)
Amol Khanna, Fred Lu, Edward Raff, Brian Testa
Differentially Private Logistic Regression with Sparse Solutions. AISec@CCS (2023)
Amol Khanna, Fred Lu, Edward Raff, Brian Testa
Sparse Private LASSO Logistic Regression. CoRR (2023)
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 (2023)
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. AISec@CCS (2023)
Brian Testa, Yi Xiao, Harshit Sharma, Avery Gump, Asif Salekin
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
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 (2022)
Brian Testa, Yi Xiao, Avery Gump, Asif Salekin
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning. CoRR (2022)
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)
Xunchao Hu, Brian Testa, Heng Yin
ChaffyScript: Vulnerability-Agnostic Defense of JavaScript Exploits via Memory Perturbation. SecureComm (1) (2019)
Qian Feng, Rundong Zhou, Chengcheng Xu, Yao Cheng, Brian Testa, Heng Yin
Scalable Graph-based Bug Search for Firmware Images. CCS (2016)