TextCrafter: Optimization-Calibrated Noise for Defending Against Text Embedding Inversion

Duoxun Tang, Xinhang Jiang, Jiajun Niu

Text embedding inversion attacks reconstruct original sentences from latent representations, posing severe privacy threats in collaborative inference and edge computing. We propose…