Overcoming Data Scarcity and Confidentiality in Hardware Assurance via Synthetic Generation arxiv.org
Can GANs fill hardware-assurance data gaps without leaking IP? This paper says yes, with StyleGAN masks and Pix2PixHD SEMs.
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01 02 Privacy-Preserving Data Drift Detection and Recovery for Large-Scale LLM Applications via Proxy Representations arxiv.orgProxyDrift detects LLM data drift and rebuilds eval sets from proxy reps, so you can watch production without hoarding user text.