Privacy

Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information WACV 2026 How Do Data Owners Say No? A Case Study of Data Consent Mechanisms in Web-Scraped Vision-Language AI Training Datasets AAAI 2026 Human Motion Unlearning AAAI 2026 Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models EACL 2026 Improved Differentially Private Algorithms for Rank Aggregation AAAI 2026 InfoDecom: Decomposing Information for Defending Against Privacy Leakage in Split Inference AAAI 2026 Injection, Attack and Erasure: Revocable Backdoor Attacks via Machine Unlearning AAAI 2026 IO-RAE: Information-Obfuscation Reversible Adversarial Example for Audio Privacy Protection AAAI 2026 Large Language Model Unlearning for Source Code AAAI 2026 Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026 LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction EACL 2026 LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026 Machine Pareidolia: Protecting Facial Image with Emotional Editing AAAI 2026 Manipulating the Mind’s Eye: A-SAGE, the Attention-Based Attack on ViT Explainability AAAI 2026 Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026 Marshaled Learning: Bridging Large Neural Networks with Memory-Constrained Trusted Execution Environments in Federated Learning WACV 2026 MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces AAAI 2026 Membership Inference Attack Against Large Language Model-Based Recommendation Systems: A New Distillation-Based Paradigm AAAI 2026 M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models WACV 2026 Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents AAAI 2026 Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening WACV 2026 MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems AAAI 2026 MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems AAAI 2026 MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models AAAI 2026 Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs EACL 2026