AI-powered supply chain systems, a critical component of IoT, leverage automated image verification for deliveries but face vulnerabilities such as image manipulation, which can introduce false data and security risks. With advancements in generative AI, attackers can now manipulate logistics images more convincingly,...
Ze-Hui Jin, Yang-Yan Zeng, Xi-Kun Zheng et al.· IEEE Internet of Things Jour...· 0 citations
WiFi has emerged as a promising sensing medium for ubiquitous perception networks due to its widespread deployment, low cost, and device-free sensing capability. While significant progress has been made, most existing systems operate in a standalone manner, with sensing capability tightly coupled to single or fixed mul...
Meng Wang, Jin-Yang Huang, Yuan-Hao Feng et al.· Proceedings of the ACM on In...· 0 citations
DFCS is proposed, a training-free, trigger-agnostic method that clusters fixed pretrained features into one region per poisoning slot and selects the centroid-nearest sample from each region and supports distributional feature coverage as an effective selection principle for low-budget dirty-label backdoor attacks.
Yi Yang, Xiaoke Chen, Jin-Yang Huang et al.· 0 citations
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