3 papers
cs.RO2026
Efficient Domain-Adaptive Policy Learning via Kernel Representation with Application to Quadrotor Control under Non-Stationary Disturbances
Hongyu Zhou, Mingtian Tan, Vasileios Tzoumas
We present an algorithm for efficient domain-adaptive policy learning via kernel representations. Learning domain-adaptive policies is challenging since it requires an environment…
cs.CR2023
A Somewhat Robust Image Watermark against Diffusion-based Editing Models
Mingtian Tan, Tianhao Wang, Somesh Jha
Recently, diffusion models (DMs) have become the state-of-the-art method for image synthesis. Editing models based on DMs, known for their high fidelity and precision, have inadver…
cs.CR2023
Exploiting Machine Unlearning for Backdoor Attacks in Deep Learning System
Peixin Zhang, Jun Sun, Mingtian Tan +1
In recent years, the security issues of artificial intelligence have become increasingly prominent due to the rapid development of deep learning research and applications. Backdoor…