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626 directly classified papers

Papers per year

Papers

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025
Addressing Tokenization Inconsistency in Steganography and Watermarking Based on Large Language Models EMNLP 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization NAACL 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025
Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025
Improved Unbiased Watermark for Large Language Models ACL 2025
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ACL 2025
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
Robust Utility-Preserving Text Anonymization Based on Large Language Models ACL 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025
Who Controls the Authorization? Invertible Networks for Copyright Protection in Text-to-Image Synthesis ICCV 2025
TrustMark: Robust Watermarking and Watermark Removal for Arbitrary Resolution Images ICCV 2025
Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images! ICCV 2025
IDFace: Face Template Protection for Efficient and Secure Identification ICCV 2025
Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models ICCV 2025
ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV 2025