Dong Jiang

Natural Adversarial Patch Generation Method Based on Latent Diffusion Model

2023 · arXiv (Cornell University)

Recently, some research show that deep neural networks are vulnerable to the adversarial attacks, the well-trainned samples or patches could be used to trick the neural network detector or human visual perception. However, these adversarial …

A Parallel Tempering Processing Architecture with Multi-Spin Update for Fully-Connected Ising Models

2024

Combinatorial optimization problems (COPs) are notoriously difficult to solve for classic Von-Neumann computers, which are ubiquitous in various domains. As a state-of-the-art hardware acceleration scheme for COPs, Ising machines are one of the promising research …