Brian Testa

According to our database, Brian Testa authored at least 9 papers between 2016 and 2024.

Collaborative distances:

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

2024

Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models.

Weiheng Chai, Brian Testa, Huantao Ren, Asif Salekin, Senem Velipasalar

CoRR, 2024

2023

Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning.

Brian Testa, Yi Xiao, Harshit Sharma, Avery Gump, Asif Salekin

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Sparse Private LASSO Logistic Regression.

Amol Khanna, Fred Lu, Edward Raff, Brian Testa

CoRR, 2023

Probing the Transition to Dataset-Level Privacy in ML Models Using an Output-Specific and Data-Resolved Privacy Profile.

Tyler LeBlond, Joseph Munoz, Fred Lu, Maya Fuchs, Elliott Zaresky-Williams, Edward Raff, Brian Testa

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

Differentially Private Logistic Regression with Sparse Solutions.

Amol Khanna, Fred Lu, Edward Raff, Brian Testa

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

2022

Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning.

Brian Testa, Yi Xiao, Avery Gump, Asif Salekin

CoRR, 2022

A General Framework for Auditing Differentially Private Machine Learning.

Fred Lu, Joseph Munoz, Maya Fuchs, Tyler LeBlond, Elliott Zaresky-Williams, Edward Raff, Francis Ferraro, Brian Testa

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

2019

ChaffyScript: Vulnerability-Agnostic Defense of JavaScript Exploits via Memory Perturbation.

Xunchao Hu, Brian Testa, Heng Yin

Proceedings of the Security and Privacy in Communication Networks, 2019

2016

Scalable Graph-based Bug Search for Firmware Images.

Qian Feng, Rundong Zhou, Chengcheng Xu, Yao Cheng, Brian Testa, Heng Yin

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016