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Xiaoting Lyu

2 accepted papers

2026

FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence

AAAI 2026technical

Deep neural networks are increasingly vulnerable to physically deployable backdoor attacks, which manipulate real-world objects to induce targeted model failures. However, current physical backdoor attacks predominantly rely on perpetually visible triggers appended to target objects. These methods i

Cited by 0SourcePDFScholar
2023

Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning

AAAI 2023technical

Are Federated Learning (FL) systems free from backdoor poisoning with the arsenal of various defense strategies deployed? This is an intriguing problem with significant practical implications regarding the utility of FL services. Despite the recent flourish of poisoning-resilient FL methods, our stu…