Machine Learning Security: Threat Model, Attacks, and Challenges

Outlet Title

Computer

Authors

Carson Koball, Dakota State UniversityFollow
Yong Wang, Dakota State UniversityFollow
Bhaskar P. Rimal Dr., Dakota State UniversityFollow
Varghese Vaidyan, Dakota State UniversityFollow

Document Type

Article

Publication Date

2024

Abstract

This article investigates machine learning (ML) security, focusing on threats and attacks against ML. We have created a threat model for ML to illustrate the threat actors involved. We present a new approach to classify threats and attacks targeting ML.

Recommended Citation

Koball, Carson; Wang, Yong; Rimal, Bhaskar P. Dr.; and Vaidyan, Varghese, "Machine Learning Security: Threat Model, Attacks, and Challenges" (2024). Research & Publications. 134.
https://scholar.dsu.edu/ccspapers/134