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Privacy

520 papers

Papers per year

22
161
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Papers

Large Language Models Can Be Contextual Privacy Protection Learners EMNLP 2024
Extracting Prompts by Inverting LLM Outputs EMNLP 2024
Granular Privacy Control for Geolocation with Vision Language Models EMNLP 2024
Revisiting the Robustness of Watermarking to Paraphrasing Attacks EMNLP 2024
Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs EMNLP 2024
Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024
Privacy Evaluation Benchmarks for NLP Models EMNLP 2024
Authorship Obfuscation in Multilingual Machine-Generated Text Detection EMNLP 2024
Private prediction for large-scale synthetic text generation EMNLP 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation EMNLP 2024
Code Membership Inference for Detecting Unauthorized Data Use in Code Pre-trained Language Models EMNLP 2024
CERT-ED: Certifiably Robust Text Classification for Edit Distance EMNLP 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model EMNLP 2024
Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024
Is It Safe to Tell Your Story? Towards Achieving Privacy for Sensitive Narratives EMNLP 2024
Enhancing Scalability of Metric Differential Privacy via Secret Dataset Partitioning and Benders Decomposition IJCAI 2024
Unlearning during Learning: An Efficient Federated Machine Unlearning Method IJCAI 2024
Protecting Split Learning by Potential Energy Loss IJCAI 2024
Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs NAACL 2024
THInImg: Cross-Modal Steganography for Presenting Talking Heads in Images WACV 2024
Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection WACV 2024
Privacy-Enhancing Person Re-Identification Framework - A Dual-Stage Approach WACV 2024