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cs.LG2024
Set-Valued Sensitivity Analysis of Deep Neural Networks
Xin Wang, Feilong Wang, Xuegang Ban
This paper proposes a sensitivity analysis framework based on set valued mapping for deep neural networks (DNN) to understand and compute how the solutions (model weights) of DNN r…
cs.CR2024
Data Poisoning Attacks in Intelligent Transportation Systems: A Survey
Feilong Wang, Xin Wang, Xuegang Ban
Emerging technologies drive the ongoing transformation of Intelligent Transportation Systems (ITS). This transformation has given rise to cybersecurity concerns, among which data p…