privacy leakage

Auditing Language Model Unlearning via Information Decomposition EACL 2026 A Unified Perspective on Adversarial Membership Manipulation in Vision Models CVPR 2026 CoLA: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training ACL 2026 Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy AAAI 2026 CoSPED: Consistent Soft Prompt Targeted Data Extraction and Defense AAAI 2026 Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models AAAI 2026 Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models EACL 2026 Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models AAAI 2026 Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning ACL 2026 InfoDecom: Decomposing Information for Defending Against Privacy Leakage in Split Inference AAAI 2026 Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack AAAI 2026 RPGen: Robust and Differentially Private Synthetic Image Generation AAAI 2026 SecureGate: Learning When to Reveal PII Safely via Token-Gated Dual-Adapters for Federated LLMs ACL 2026 STaR: Sensitive Trajectory Regulation for Unlearning in Large Reasoning Models AAAI 2026 The Model’s Language Matters: A Comparative Privacy Analysis of LLMs EACL 2026 Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models AAAI 2026 What Your Features Reveal: Data-Efficient Black-Box Feature Inversion Attack for Split DNNs CVPR 2026 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs NAACL 2025 An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks IJCAI 2025 Attribute Inference Attacks for Federated Regression Tasks AAAI 2025 Auditing Prompt Caching in Language Model APIs ICML 2025 Classifier-Free Guidance Inside the Attraction Basin May Cause Memorization CVPR 2025 EgoPrivacy: What Your First-Person Camera Says About You? ICML 2025