Review
Jul 2026
Generative AI and Federated Learning for Intrusion Detection Systems: A Survey
This survey provides a structured review of generative AI and FL techniques for IDS and categorizes generative AI applications in IDS according to model families and task objectives, covering autoencoder-based models, Generative Adversarial Networks (GANs), diffusion models, and Large Language Models (LLMs).
Jiefei Liu, A. S. Tayeen, Pratyay Kumar et al.
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