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Privacy

2794 directly classified papers

Papers per year

Papers

Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs EMNLP 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024
SilentCipher: Deep Audio Watermarking INTERSPEECH 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP 2024
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting EMNLP 2024
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model EMNLP 2024
How Private is Low-Frequency Speech Audio in the Wild? An Analysis of Verbal Intelligibility by Humans and Machines INTERSPEECH 2024
Differentially Private Knowledge Distillation via Synthetic Text Generation ACL 2024
Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024
Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024
Vision-Language Models are Strong Noisy Label Detectors NIPS 2024
Fooling the Textual Fooler via Randomizing Latent Representations ACL 2024
Dissecting Fine-Tuning Unlearning in Large Language Models EMNLP 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024
An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference EMNLP 2024
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models EMNLP 2024
Auditing Privacy Mechanisms via Label Inference Attacks NIPS 2024
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024
On provable privacy vulnerabilities of graph representations NIPS 2024
Prosody-Driven Privacy-Preserving Dementia Detection INTERSPEECH 2024
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding ACL 2024
Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection INTERSPEECH 2024
A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 2024