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Security

12 directly classified papers

Papers per year

Papers

RepeatLeakage: Leak Prompts from Repeating as Large Language Model Is a Good Repeater AAAI 2025

EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation EMNLP 2025

Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025

Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025

Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024

When Your AI Becomes a Target: AI Security Incidents and Best Practices AAAI 2024

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning EMNLP 2024

PKAD: Pretrained Knowledge is All You Need to Detect and Mitigate Textual Backdoor Attacks EMNLP 2024

Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems ICML 2023

A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks NIPS 2022

Defending against Model Stealing via Verifying Embedded External Features AAAI 2022

Thwarting Vote Buying Through Decoy Ballots IJCAI 2017