Kealan Dunnett
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2026
Backdoor Mitigation in Object Detection via Adversarial Fine-Tuning
The paper proposes a detection-aware adversarial fine-tuning framework to mitigate backdoor attacks in object detection models, achieving better defense while preserving clean detection performance compared to classification-based methods.
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cs.CVcs.CRRecentMay 7, 2026
Backdoor Mitigation in Object Detection via Adversarial Fine-Tuning
Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu +1 more
The paper proposes a detection-aware adversarial fine-tuning framework to mitigate backdoor attacks in object detection models, achieving better defense while preserving clean detection performance co…
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