FedOT introduces chunked watermarks plus latent vector transformation to enable ownership verification, client tracing, and resistance to VAE replacement attacks in federated LDMs.
arXiv preprint arXiv:2405.07925 (2024)
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A structured literature survey categorizing generative AI (autoencoders, GANs, diffusion models, LLMs) and federated learning uses in IDS, covering tasks like synthetic data generation and anomaly detection plus open challenges.
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FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs
FedOT introduces chunked watermarks plus latent vector transformation to enable ownership verification, client tracing, and resistance to VAE replacement attacks in federated LDMs.