Literature Database

文献データベースでは、AIセキュリティに関する文献情報を分類・集約しています。詳しくは文献データベースについてをご覧ください。統計情報のページでは、収集された文献に関する統計情報を公開しています。
The Literature Database categorizes and aggregates literature related to AI security. For more details, please see About Literature Database. We provide statistical information regarding the Literature Database on the Statistics page.

TOSSS: a CVE-based Software Security Benchmark for Large Language Models

Authors: Marc Damie, Murat Bilgehan Ertan, Domenico Essoussi, Angela Makhanu, Gaëtan Peter, Roos Wensveen | Published: 2026-03-11
LLM Performance Evaluation
Prompt Injection
Evaluation Method
2026.03.11 2026.03.13
Literature Database

Incremental Federated Learning for Intrusion Detection in IoT Networks under Evolving Threat Landscape

Authors: Muaan Ur Rehman, Hayretdin Bahs, Rajesh Kalakoti | Published: 2026-03-11
evaluation metrics
Federated Learning
Federated Learning System
2026.03.11 2026.03.13
Literature Database

CacheSolidarity: Preventing Prefix Caching Side Channels in Multi-tenant LLM Serving Systems

Authors: Panagiotis Georgios Pennas, Konstantinos Papaioannou, Marco Guarnieri, Thaleia Dimitra Doudali | Published: 2026-03-11
LLM Performance Evaluation
Prompt Injection
Prompt leaking
2026.03.11 2026.03.13
Literature Database

Detecting and Eliminating Neural Network Backdoors Through Active Paths with Application to Intrusion Detection

Authors: Eirik Høyheim, Magnus Wiik Eckhoff, Gudmund Grov, Robert Flood, David Aspinall | Published: 2026-03-11
データ毒性
Backdoor Attack
Evaluation Method
2026.03.11 2026.03.13
Literature Database

Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks

Authors: Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda, Raphael Khoury, Kelton A. P. Costa, Tiago H. Falk, Anderson R. Avila | Published: 2026-03-11
Certified Robustness
Machine Learning Algorithm
Evaluation Method
2026.03.11 2026.03.13
Literature Database

Don’t Let the Claw Grip Your Hand: A Security Analysis and Defense Framework for OpenClaw

Authors: Zhengyang Shan, Jiayun Xin, Yue Zhang, Minghui Xu | Published: 2026-03-11
Indirect Prompt Injection
Prompt Injection
安全性分析
2026.03.11 2026.03.13
Literature Database

Compartmentalization-Aware Automated Program Repair

Authors: Jia Hu, Youcheng Sun, Pierre Olivier | Published: 2026-03-10
Prompt Injection
Dynamic Vulnerability Management
Vulnerability Management
2026.03.10 2026.03.12
Literature Database

CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?

Authors: Xiangsen Chen, Xuan Feng, Shuo Chen, Matthieu Maitre, Sudipto Rakshit, Diana Duvieilh, Ashley Picone, Nan Tang | Published: 2026-03-10
Disabling Safety Mechanisms of LLM
LLM Performance Evaluation
Indirect Prompt Injection
2026.03.10 2026.03.12
Literature Database

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

Authors: Yinpeng Wu, Yitong Chen, Lixiang Wang, Jinyu Gu, Zhichao Hua, Yubin Xia | Published: 2026-03-10
LLM Performance Evaluation
セキュアメモリ設計
Large Language Model
2026.03.10 2026.03.12
Literature Database

SCAFFOLD-CEGIS: Preventing Latent Security Degradation in LLM-Driven Iterative Code Refinement

Authors: Yi Chen, Yun Bian, Haiquan Wang, Shihao Li, Zhe Cui | Published: 2026-03-09
LLM Performance Evaluation
Program Analysis
脆弱性評価
2026.03.09 2026.03.11
Literature Database
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