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626 directly classified papers

Papers per year

Papers

WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks ACL 2025
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment ICCV 2025
Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models COLING 2025
Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025
Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety NAACL 2025
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models NAACL 2025
Jailbreaking with Universal Multi-Prompts NAACL 2025
Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025
An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer NAACL 2025
From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models NAACL 2025
Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In NAACL 2025
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025
Unmasking Database Vulnerabilities: Zero-Knowledge Schema Inference Attacks in Text-to-SQL Systems NAACL 2025
Augmented Adversarial Trigger Learning NAACL 2025
Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025
HateImgPrompts: Mitigating Generation of Images Spreading Hate Speech NAACL 2025
TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models NAACL 2025
Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies NAACL 2025
Beyond De-Identification: A Structured Approach for Defining and Detecting Indirect Identifiers in Medical Texts NAACL 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025