Privacy

Countering Personalized Text-to-Image Generation with Influence Watermarks CVPR 2024 CPR: Retrieval Augmented Generation for Copyright Protection CVPR 2024 Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature NeurIPS 2024 DAGER: Exact Gradient Inversion for Large Language Models NeurIPS 2024 Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts EACL 2024 Data-mining and Extraction: the gold rush of AI on Indigenous Languages EACL 2024 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NeurIPS 2024 Debiasing Synthetic Data Generated by Deep Generative Models NeurIPS 2024 Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024 Detecting Personal Identifiable Information in Swedish Learner Essays EACL 2024 Differentially Private Deep Learning with Importance-based Adaptive Gradient Processing ACML 2024 Differentially Private Equivalence Testing for Continuous Distributions and Applications NeurIPS 2024 Differentially Private Graph Diffusion with Applications in Personalized PageRanks NeurIPS 2024 Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach ICLR 2024 Disentangled Style Domain for Implicit z-Watermark Towards Copyright Protection NeurIPS 2024 Disguise without Disruption: Utility-Preserving Face De-identification AAAI 2024 Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing CVPR 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 DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024 Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NeurIPS 2024 Enhancing Scalability of Metric Differential Privacy via Secret Dataset Partitioning and Benders Decomposition IJCAI 2024 Exploring Memorization in Fine-tuned Language Models ACL 2024 Extracting Prompts by Inverting LLM Outputs EMNLP 2024 Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction CVPR 2024