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cs.LG2025
ArcGen: Generalizing Neural Backdoor Detection Across Diverse Architectures
Zhonghao Yang, Cheng Luo, Daojing He +2
Backdoor attacks pose a significant threat to the security and reliability of deep learning models. To mitigate such attacks, one promising approach is to learn to extract features…
cs.LG2024
Causal Interventional Prediction System for Robust and Explainable Effect Forecasting
Zhixuan Chu, Hui Ding, Guang Zeng +2
Although the widespread use of AI systems in today's world is growing, many current AI systems are found vulnerable due to hidden bias and missing information, especially in the mo…