ML Security

Biosignal Authentication Considered Harmful Today

Aug 16, 2024

Zero-One Attack: Degrading Closed-Loop Neural Network Control Systems using State-Time Perturbations

May 23, 2024

Falsification using Reachability of Surrogate Koopman Models

May 20, 2024

A Study of the Effects of Transfer Learning on Adversarial Robustness

May 10, 2024

Provable Observation Noise Robustness for Neural Network Control Systems

Dec 10, 2023

On the Feasibility of Compressing Certifiably Robust Neural Networks

Dec 9, 2022

Accelerating Certified Robustness Training via Knowledge Transfer

Dec 9, 2022

Transferring Adversarial Robustness Through Robust Representation Matching

Aug 10, 2022

Ares: A System-Oriented Wargame Framework for Adversarial ML

May 26, 2022