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Embeddings Were Never a One-Way Street
Computer Science • Cybersecurity

Embeddings Were Never a One-Way Street

The industry sold vector embeddings as a privacy-safe stand-in for raw text. A reconstruction algorithm called Vec2Text just proved that the 'anonymized' fingerprint can be lifted, matched, and read back word for word.

S.J. Nam, Ph.D Jun 18, 2026 7 min read