3 papers
cs.CV2026
Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection
Jaesun Baek, Chanwook Lee, Eun-Kyu Lee
Event-based vision and spiking neural networks (SNNs) are increasingly adopted for edge intelligence under strict latency and energy constraints. However, the vulnerability of even…
cs.CV2026
Digital-to-Physical Transfer of Adversarial Patches for Aerial Vehicle Detection
Jung Heum Woo, Eun-Kyu Lee
Deep neural network (DNN)-based object detectors are widely used for analyzing aerial and satellite imagery in applications such as environmental monitoring and urban analytics. De…
cs.AI2024
AT-SNN: Adaptive Tokens for Vision Transformer on Spiking Neural Network
Donghwa Kang, Youngmoon Lee, Eun-Kyu Lee +3
In the training and inference of spiking neural networks (SNNs), direct training and lightweight computation methods have been orthogonally developed, aimed at reducing power consu…