Carson Koball

According to our database, Carson Koball authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Assessing Evasion Attacks on Tree-Based Machine Learning Models: Supervised vs. Unsupervised Approaches.

Carson Koball, Yong Wang, Varghese Mathew Vaidyan, John D. Hastings

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Evasion Attacks on Tree-Based Machine Learning Models.

Carson Koball, Yong Wang

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Extracting Information from Hypersphere-Based Machine Learning Models.

Carson Koball, Yong Wang

Proceedings of the 22nd IEEE Consumer Communications & Networking Conference, 2025

2024

Machine Learning Security: Threat Model, Attacks, and Challenges.

Carson Koball, Yong Wang, Bhaskar Prasad Rimal, Varghese Mathew Vaidyan

Computer, October, 2024

A Comprehensive Study of Supervised Machine Learning Assisted Approaches for IoT Device Identification.

Yong Wang, Bhaskar Prasad Rimal, Carson Koball, Michael Fahnlander, Julia Scheaffer, Joshua Hammrich, Paolo Gentry, Dylan Westlund, Tyler Salmen, Connor Ford

Proceedings of the International Conference on Computing, Networking and Communications, 2024

2023

IoT Device Identification Using Unsupervised Machine Learning.

Carson Koball, Bhaskar Prasad Rimal, Yong Wang, Tyler Salmen, Connor Ford

Inf., 2023

2022

IoT Device Identification Using Supervised Machine Learning.

Yong Wang, Bhaskar Prasad Rimal, Mark Elder, Sofía I. Crespo Maldonado, Helen Chen, Carson Koball, Kaushik Ragothaman

Proceedings of the IEEE International Conference on Consumer Electronics, 2022