TCVM-Net
(2026)
The problem
Check whether traffic-vision predictions stay consistent when someone tries to fool them.
What I built
A temporal verifier wraps YOLOv8 and ByteTrack and checks confidence stability, motion continuity, and short-gap recovery across frames.
How it was tested
Benchmarked against patch, sticker, occlusion, and FGSM/PGD attacks on accuracy, attack success rate, and latency, with a reproducible training and evaluation pipeline. CVIP 2026 submission.
