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A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning. (arXiv:2401.01895v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Metaverse is trending to create a digital circumstance that can transfer the
real world to an online platform supported by large quantities of real-time
interactions. Pre-trained Artificial Intelligence (AI) models are demonstrating
their increasing capability in aiding the metaverse to achieve an excellent
response with negligible delay, and nowadays, many large models are
collaboratively trained by various participants in a manner named collaborative
deep learning (CDL). However, several security weaknesses can threaten the
safety of the CDL training process, which …
adversary artificial artificial intelligence deactivation deep learning detection digital intelligence large metaverse platform real response the metaverse transfer world