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inversion attack

8 papers

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Co-occurring keywords · papers mentioning both

privacy attack (4) text embedding (2) generative model (2) privacy preservation (2) embedding obfuscation (1) text recovery (1) embedding matrix (1) partial localization (1) egomotion tracking (1) context distribution (1)

Papers

Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization AAAI 2026 ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference EMNLP 2024 Breaching FedMD: Image Recovery via Paired-Logits Inversion Attack CVPR 2023 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings EMNLP 2022 Privacy Preserving Partial Localization CVPR 2022 Toward Privacy-preserving Text Embedding Similarity with Homomorphic Encryption EMNLP 2022