Privacy

PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding ACL 2024 Pluggable Watermarking of Deepfake Models for Deepfake Detection IJCAI 2024 Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding AAAI 2024 POP-VQA - Privacy Preserving, On-Device, Personalized Visual Question Answering WACV 2024 PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP 2024 Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024 Preset-Voice Matching for Privacy Regulated Speech-to-Speech Translation Systems ACL 2024 Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method EMNLP 2024 Pre-training Differentially Private Models with Limited Public Data NeurIPS 2024 Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy NeurIPS 2024 PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model AISTATS 2024 Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models NeurIPS 2024 Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients AISTATS 2024 Privacy-Enhancing Person Re-Identification Framework - A Dual-Stage Approach WACV 2024 Privacy Evaluation Benchmarks for NLP Models EMNLP 2024 PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action NeurIPS 2024 Privacy PORCUPINE: Anonymization of Speaker Attributes Using Occurrence Normalization for Space-Filling Vector Quantization Interspeech 2024 Privacy-Preserving Decentralized Actor-Critic for Cooperative Multi-Agent Reinforcement Learning AISTATS 2024 Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024 Privacy-Preserving In-Context Learning for Large Language Models ICLR 2024 Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation ICLR 2024 Privacy-Preserving Optics for Enhancing Protection in Face De-Identification CVPR 2024 Privacy-Preserving UCB Decision Process Verification via zk-SNARKs IJCAI 2024 Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training NeurIPS 2024 Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry NeurIPS 2024