Literature Database

Exploring and Developing a Pre-Model Safeguard with Draft Models

Authors: Hongyu Cai, Arjun Arunasalam, Yiming Liang, Antonio Bianchi, Z. Berkay Celik | Published: 2026-05-19
LLM Security
Prompt Injection
Large Language Model

Quantum Machine Learning for Cyber-Physical Anomaly Detection in Unmanned Aerial Vehicles: A Leakage-Free Evaluation with Proxy-Audited Feature Sets

Authors: Carlos A. Durán Paredes, Javier E. León Calderón, Nicolás Sánchez Perea, German Darío Díaz, Camilo Segura Quintero | Published: 2026-05-19
UAV個体識別
Dataset evaluation
Quantum Machine Learning

MetaBackdoor: Exploiting Positional Encoding as a Backdoor Attack Surface in LLMs

Authors: Rui Wen, Mark Russinovich, Andrew Paverd, Jun Sakuma, Ahmed Salem | Published: 2026-05-14
LLM Security
Data Leakage
Backdoor Detection

PickleFuzzer: A Case Study in Fuzzing for Discrepancies Between Python Pickle Implementations

Authors: Justin Applegate, Andreas Kellas | Published: 2026-05-14
データオブジェクト
Data Protection Method
Watermark Design

Toward Securing AI Agents Like Operating Systems

Authors: Lukas Pirch, Micha Horlboge, Patrick Großmann, Syeda Mahnur Asif, Klim Kireev, Thorsten Holz, Konrad Rieck | Published: 2026-05-14
LLM Security
Indirect Prompt Injection
Data Protection Method

EVA: Editing for Versatile Alignment against Jailbreaks

Authors: Yi Wang, Hongye Qiu, Yue Xu, Sibei Yang, Zhan Qin, Minlie Huang, Wenjie Wang | Published: 2026-05-14
LLM Security
Model DoS
安全性に関連するマルチモーダルなアプローチ

Defenses at Odds: Measuring and Explaining Defense Conflicts in Large Language Models

Authors: Xiangtao Meng, Wenyu Chen, Chuanchao Zang, Xinyu Gao, Jianing Wang, Li Wang, Zheng Li, Shanqing Guo | Published: 2026-05-14
Bias Detection in AI Output
Data Protection Method
Model DoS

Exploiting LLM Agent Supply Chains via Payload-less Skills

Authors: Xinyu Liu, Yukai Zhao, Xing Hu, Xin Xia | Published: 2026-05-14
LLM Security
Indirect Prompt Injection
Attack Method

Watermarking Game-Playing Agents in Perfect-Information Extensive-Form Games

Authors: Juho Kim, Fei Fang, Tuomas Sandholm | Published: 2026-05-14
Digital Watermarking for Generative AI
Behavior Analysis Method
Watermark Design

Identifying AI Web Scrapers Using Canary Tokens

Authors: Steven Seiden, Triss Ren, Caroline Zhang, Taein Kim, Enze Liu, Emily Wenger | Published: 2026-05-13
LLM Security
Data Extraction and Analysis
User Behavior Analysis