Security & Privacy

Building a corpus for the anonymization of Romanian jurisprudence EACL 2024 C3PA: An Open Dataset of Expert-Annotated and Regulation-Aware Privacy Policies to Enable Scalable Regulatory Compliance Audits EMNLP 2024 Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024 Center-Based Relaxed Learning Against Membership Inference Attacks UAI 2024 Certified private data release for sparse Lipschitz functions AISTATS 2024 CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion CVPR 2024 Characterizing Stereotypical Bias from Privacy-preserving Pre-Training ACL 2024 Chronic Poisoning: Backdoor Attack against Split Learning AAAI 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NeurIPS 2024 Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline CVPR 2024 Computing epidemic metrics with edge differential privacy AISTATS 2024 Concealing Sensitive Samples against Gradient Leakage in Federated Learning AAAI 2024 Conditional Backdoor Attack via JPEG Compression AAAI 2024 Confidence Is All You Need for MI Attacks (Student Abstract) AAAI 2024 Confidential-DPproof: Confidential Proof of Differentially Private Training ICLR 2024 Continual Counting with Gradual Privacy Expiration NeurIPS 2024 Credit Attribution and Stable Compression 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 Free Backdoor Attacks NeurIPS 2024 Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NeurIPS 2024 Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024 Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024 Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024