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2794 directly classified papers

Papers per year

Papers

Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025
AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025
HoneypotNet: Backdoor Attacks Against Model Extraction AAAI 2025
TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity ICCV 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025
Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting AAAI 2025
MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark AAAI 2025
Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting AAAI 2025
Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025
Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning ICCV 2025
Best Linear Unbiased Estimate from Privatized Contingency Tables JMLR 2025
Mixing Times and Privacy Analysis for the Projected Langevin Algorithm under a Modulus of Continuity JMLR 2025
Federated Graph Condensation with Information Bottleneck Principles AAAI 2025
Erase Then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph Unlearning AAAI 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
Community-Centric Graph Unlearning AAAI 2025
EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning AAAI 2025
Differentially Private Multivariate Medians JMLR 2025
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs ACL 2025