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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jiajun Liu

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Conference Open access 2026

Robust Membership Inference for Large Language Models under Adversarial Generative Corruption

A robust membership inference framework for reliably identifying training data that adopts a mixture-of-experts formulation to jointly model interactions across complementary features derived from multiple MIA methods and AIGT detectors, which can remain robust against ad-versarially generated samples.

Yuanhong Huang, Huili Wang, Xueying Bai et al. · 1 citation

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