works on
backdoor attack 1edge computing 1event-based vision 1object detection 1spiking neural networks 1

From the 1 of 3 linked papers with an AI index.

collaborators

3 papers

cs.CV2026

Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection

Jaesun Baek, Chanwook Lee, Eun-Kyu Lee

The paper introduces Event Burst Trigger, a backdoor attack that injects event‑based triggers into training data of spiking neural network (SNN) object detectors, causing bursty ev…

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…