🧠机器之心•Stalecollected in 12m
PIL: Linear Proxies for Unlearnable Samples
💡100x faster unlearnable examples via linear proxies – essential data privacy tool (ICLR 2026)
⚡ 30-Second TL;DR
What Changed
Replaces DNN proxies with linear models for PGD optimization
Why It Matters
Democratizes unlearnable examples for photographers/users, enabling practical data protection against model scraping at low cost.
What To Do Next
Run PIL from https://github.com/jinlinll/pil on your images to test unlearnability vs ResNet.
Who should care:Researchers & Academics
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Original source: 机器之心 ↗