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Shiyuan Meng

2 accepted papers

2026

DDSA: Dual-Domain Strategic Attack for Spatial-Temporal Efficiency in Adversarial Robustness Testing

ICASSP 2026poster

Image transmission and processing systems in resource-critical applications face significant challenges from adversarial perturbations that compromise mission-specific object classification. Current robustness testing methods require excessive computational resources through exhaustive frame-by-fram…

Cited by 0SourcePDFScholar
2024

MoEAD: A Parameter-efficient Model for Multi-class Anomaly Detection

ECCV 2024poster

"Utilizing a unified model to detect multi-class anomalies is a promising solution to real-world anomaly detection. Despite their appeal, such models typically suffer from large model parameters and thus pose a challenge to their deployment on memory-constrained embedding devices. To address this ch…