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Privacy

626 directly classified papers

Papers per year

Papers

When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NIPS 2024
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques NIPS 2024
Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions NIPS 2024
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024
The Limits of Differential Privacy in Online Learning NIPS 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization NIPS 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024
VoiceDefense: Protecting Automatic Speaker Verification Models Against Black-box Adversarial Attacks INTERSPEECH 2024
Chronic Poisoning: Backdoor Attack against Split Learning AAAI 2024
Neural Codec-based Adversarial Sample Detection for Speaker Verification INTERSPEECH 2024
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning NIPS 2024
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives AAAI 2024
Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024
Integer Is Enough: When Vertical Federated Learning Meets Rounding AAAI 2024
Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024
Secure Distributed Sparse Gaussian Process Models Using Multi-Key Homomorphic Encryption AAAI 2024
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NIPS 2024
Data Poisoning based Backdoor Attacks to Contrastive Learning CVPR 2024
PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning AAAI 2024
Credit Attribution and Stable Compression NIPS 2024
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024
Backdoor Attacks via Machine Unlearning AAAI 2024
Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NIPS 2024
Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024