Search Results for author: Yinshan Li

Found 3 papers, 1 papers with code

TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World

1 code implementation6 Sep 2022 Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

We observe that the backdoor effect of both misclassification and the cloaking are robustly achieved in the wild when the backdoor is activated with inconspicuously natural physical triggers.

Event Detection Image Classification +4

NTD: Non-Transferability Enabled Backdoor Detection

no code implementations22 Nov 2021 Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott

A backdoor deep learning (DL) model behaves normally upon clean inputs but misbehaves upon trigger inputs as the backdoor attacker desires, posing severe consequences to DL model deployments.

Face Recognition Traffic Sign Recognition

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