← Security & Privacy
Security & Privacy ›

Privacy

626 directly classified papers

Papers per year

Papers

Scalable Federated Unlearning via Isolated and Coded Sharding IJCAI 2024
De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP EMNLP 2024
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024
Black-Box Forgetting NIPS 2024
On provable privacy vulnerabilities of graph representations NIPS 2024
Probabilistically Robust Watermarking of Neural Networks IJCAI 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models NIPS 2024
Auditing Privacy Mechanisms via Label Inference Attacks NIPS 2024
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models NIPS 2024
I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data AAAI 2024
Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NIPS 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NIPS 2024
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy NIPS 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NIPS 2024
Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024
OSLO: One-Shot Label-Only Membership Inference Attacks NIPS 2024
ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NIPS 2024
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining NIPS 2024
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NIPS 2024
AudioMarkBench: Benchmarking Robustness of Audio Watermarking NIPS 2024
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning NIPS 2024
Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication AAAI 2024
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024