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Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production
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Malware in PyTorch Lightning: I Simulated the Same Supply Chain Attack Vector on My ML Dependencies in Production

DEV Community·Juan Torchia·6 months ago
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#devops#produccion#pypi#install#hashes

The Python ML ecosystem has a structural problem that Node and Rust solved years ago: the transitive dependency chain of a single ML library can exceed 200 entries, most without verifiable cryptographic signatures.…

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How The Heck Does Shazam Work? (An Interactive Exploration)
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How The Heck Does Shazam Work? (An Interactive Exploration)

Hacker News·6 months ago
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#perthirtysix#song#songs#phone#hashes

Explore how Shazam and song identification work through interactive visualizations — spectrograms, constellation maps, hash fingerprints, and time-offset matching.

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