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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Guo-Yan Zhang

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Book Open access Aug 2026

Rethinking the Stealthiness of Cryptographically Undetectable Backdoors in Practical RFF Learning

This work proves that the operational validity of the CLWE backdoor critically hinges on assumptions that are incompatible with the realistic RFF learning deployment and analyzes the adversarial robustness of RFF learning models and provides a concrete certified robustness analysis, enabling a deeper security assessmen...

Tianshuo Cong, Pei Li, Hao-Jie Wu et al. · 0 citations
Book Open access Aug 2026

Rethinking the Stealthiness of Cryptographically Undetectable Backdoors in Practical RFF Learning

Random Fourier Features (RFF) learning is a classical technique in scalable data mining. However, at FOCS 2022, Goldwasser et al. proposed a theoretical framework for planting cryptographically undetectable backdoors in RFF learning based on the hardness of the Continuous Learning With Errors (CLWE) problem. Their cons...

Tianshuo Cong, Pei Li, Haojie Wu et al. · 0 citations

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