Literature Database

Position Matters: Feature Inversion Attacks in ViT Split Inference with Token Reduction and Shuffling

Authors: Stefano Leggio, Giulio Rossolini, Alessandro Biondi | Published: 2026-09-01
データ再構築攻撃
評価結果
Defense Method

Who Judges the Judges? A Chinese Safety QA Benchmark for Evaluating LLM Responses and Safety Judges

Authors: Rui Yang, Shuang Huang, Junhua Liu, Ziqi Zhao, Qingzhong Yan, Yuhang Sun, Cong Liu, Guoping Hu, Rui Mei, Jing Shao | Published: 2026-09-01
Alignment
Prompt Injection
Evaluation Method

Reveree: Diagnosing LLM Reverse-Engineering Agents

Authors: Hadjer Benkraouda, Hongyu Cai, Berkay Celik, Gang Wang | Published: 2026-09-01
エラー解析
User Behavior Analysis
知識分析

A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing

Authors: Saastha Vasan, Hadjer Benkraouda, Jizhou Chen, Leyan Pan, Doguhan Yeke, Shinan Liu, Noah Spahn, Stefano Ortolani, David Evans, Christopher Kruegel, Giovanni Vigna | Published: 2026-09-01
Cybersecurity
Data Privacy Management
Model DoS

Jailbreaking Text-to-Image Models Through Cracks: Navigating Heterogeneous Safety Filters via Multi-Agent Debate

Authors: Kaiyan Wen, Shijie Zhang, Lu Yu, Guangdong Bai | Published: 2026-09-01
Prompt Injection
攻撃者のアプローチ
Defense Method

Using LLMs to Elicit Security Requirements for Service-Oriented Cyber Ranges

Authors: Michail Takaronis, Athanasia Kollarou, Georgios Kavallieratos, Vasileios Gkioulos, Sokratis Katsikas | Published: 2026-09-01
Cybersecurity
System Requirements
Security Strategy Generation

RISA: Response Inspection and Selective Actions for Refusal Calibration in Large Language Models

Authors: Wenhan Chang, Tianqing Zhu, Ping Xiong, Shiyi Liao, Wanlei Zhou | Published: 2026-09-01
エラー解析
Certified Robustness
Effectiveness Analysis of Defense Methods

Triple-Bottom-Line Sustainability of Language Models for Edge AI: A Comparison Between SLMs and Quantized LLMs

Authors: Jainil Dharmil Shah | Published: 2026-09-01
Prompt Injection
Model Design and Accuracy
評価結果

NeuroGraph: An AI Graph-Driven Neuro-Symbolic Framework for Explainable Threat Reasoning in Advanced Manufacturing

Authors: Padmeswari Nandiya, Ahmad Mohsin, Ahmed Ibrahim, Iqbal H. Sarker, Helge Janicke | Published: 2026-09-01
Poisoning attack on RAG
Query Generation Method
グラフを用いたサイバーセキュリティの脅威分析

SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems

Authors: Rui Yang, Junjie Xu, Zhengyu Liu, Neil Fendley, Yang Hong, Ziyang Li, Yinzhi Cao | Published: 2026-09-01
マルチエージェントシステムのセキュリティ
Attack Pattern Extraction
Effectiveness Analysis of Defense Methods