Brian Testa

11 papers A* 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models.
CoRR
Weiheng Chai, Brian Testa, Huantao Ren, Asif Salekin, Senem Velipasalar
2023 — conf
Differentially Private Logistic Regression with Sparse Solutions.
AISec@CCS
Amol Khanna, Fred Lu, Edward Raff, Brian Testa
2023 J jnl
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Brian Testa, Yi Xiao, Harshit Sharma, Avery Gump, Asif Salekin
2023 — conf
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile.
AISec@CCS
Tyler LeBlond, Joseph Munoz, Fred Lu, Maya Fuchs, Elliott Zaresky-Williams, Edward Raff, Brian Testa
2023 J jnl
Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile.
CoRR
Tyler LeBlond, Joseph Munoz, Fred Lu, Maya Fuchs, Elliott Zaresky-Williams, Edward Raff, Brian Testa
2023 J jnl
Sparse Private LASSO Logistic Regression.
CoRR
Amol Khanna, Fred Lu, Edward Raff, Brian Testa
2022 A* conf
A General Framework for Auditing Differentially Private Machine Learning.
NeurIPS
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
2022 J jnl
A General Framework for Auditing Differentially Private Machine Learning.
CoRR
Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa
2022 J jnl
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning.
CoRR
Brian Testa, Yi Xiao, Avery Gump, Asif Salekin
2019 — conf
ChaffyScript: Vulnerability-Agnostic Defense of JavaScript Exploits via Memory Perturbation.
SecureComm (1)
Xunchao Hu, Brian Testa, Heng Yin
2016 A* conf
Scalable Graph-based Bug Search for Firmware Images.
CCS
Qian Feng, Rundong Zhou, Chengcheng Xu, Yao Cheng, Brian Testa, Heng Yin