ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation

Yiyi Chen, Qiongkai Xu, Johannes Bjerva

With the growing popularity of Large Language Models (LLMs) and vector databases, private textual data is increasingly processed and stored as numerical embeddings. However, recent…