arxivcs.CVcs.CR2026-07-10
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 event-based SNN object detection models to availability backdoor attacks remains insufficiently studied.…