Backdoor Attacks against Learning-Based Algorithms
portes grátis
Backdoor Attacks against Learning-Based Algorithms
Zhu, Haojin; Wu, Wen; Li, Shaofeng; Shen, Xuemin (Sherman)
Springer International Publishing AG
07/2024
153
Dura
9783031573880
Pré-lançamento - envio 15 a 20 dias após a sua edição
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Introduction.- Literature Review of Backdoor Attacks.- Invisible Backdoor Attacks in Image Classification Based Network Services.- Hidden Backdoor Attacks in NLP Based Network Services.- Backdoor Attacks and Defense in FL.- Summary and Future Directions.
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Deep neural networks;Image classification;Natural language processing;Federated learning;Adversarial attacks;Backdoor attacks;Image steganography;Image similarity;Homograph attacks;Text generation;Language models;e-Health;Coalitional game;Shapley value
Introduction.- Literature Review of Backdoor Attacks.- Invisible Backdoor Attacks in Image Classification Based Network Services.- Hidden Backdoor Attacks in NLP Based Network Services.- Backdoor Attacks and Defense in FL.- Summary and Future Directions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
