Privacy

PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques NeurIPS 2024 Probabilistically Robust Watermarking of Neural Networks IJCAI 2024 Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024 Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage IJCAI 2024 PSILENCE: A Pseudonymization Tool for International Law EACL 2024 ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024 Reconstruct Your Previous Conversations! Comprehensively Investigating Privacy Leakage Risks in Conversations with GPT Models EMNLP 2024 Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NeurIPS 2024 Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024 Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment AAAI 2024 Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024 Rethinking LLM Memorization through the Lens of Adversarial Compression NeurIPS 2024 Revisiting the Robustness of Watermarking to Paraphrasing Attacks EMNLP 2024 Risk Management in Image Generative Models through Model Fingerprinting AAAI 2024 ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization NeurIPS 2024 Robust Communicative Multi-Agent Reinforcement Learning with Active Defense AAAI 2024 SAME: Sample Reconstruction against Model Extraction Attacks AAAI 2024 Scalable Federated Unlearning via Isolated and Coded Sharding IJCAI 2024 Secure Distributed Sparse Gaussian Process Models Using Multi-Key Homomorphic Encryption AAAI 2024 Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks EMNLP 2024 Self-Recognition in Language Models EMNLP 2024 Spoof Diarization: "What Spoofed When" in Partially Spoofed Audio Interspeech 2024 SynthProv: Interpretable Framework for Profiling Identity Leakage WACV 2024 Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion EMNLP 2024 Text Embedding Inversion Security for Multilingual Language Models ACL 2024