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.

Lightweight LLMs for Network Attack Detection in IoT Networks

Authors: Piyumi Bhagya Sudasinghe, Kushan Sudheera Kalupahana Liyanage, Harsha S. Gardiyawasam Pussewalage | Published: 2026-01-21
IoT Security Risks
LLM活用
Poisoning attack on RAG
2026.01.21 2026.01.23
Literature Database

NeuroFilter: Privacy Guardrails for Conversational LLM Agents

Authors: Saswat Das, Ferdinando Fioretto | Published: 2026-01-21
Privacy Protection
Prompt Injection
マルチターン攻撃分析
2026.01.21 2026.01.23
Literature Database

An LLM Agent-based Framework for Whaling Countermeasures

Authors: Daisuke Miyamoto, Takuji Iimura, Narushige Michishita | Published: 2026-01-21
Indirect Prompt Injection
Email Security
リスクシナリオ生成
2026.01.21 2026.01.23
Literature Database

Constructing Multi-label Hierarchical Classification Models for MITRE ATT&CK Text Tagging

Authors: Andrew Crossman, Jonah Dodd, Viralam Ramamurthy Chaithanya Kumar, Riyaz Mohammed, Andrew R. Plummer, Chandra Sekharudu, Deepak Warrier, Mohammad Yekrangian | Published: 2026-01-21
Threat Actor Support
Watermarking Technology
Hierarchical Classification Methods
2026.01.21 2026.01.23
Literature Database

An Empirical Study on Remote Code Execution in Machine Learning Model Hosting Ecosystems

Authors: Mohammed Latif Siddiq, Tanzim Hossain Romel, Natalie Sekerak, Beatrice Casey, Joanna C. S. Santos | Published: 2026-01-20
Security Assurance
Data-Driven Vulnerability Assessment
Model Extraction Attack
2026.01.20 2026.01.22
Literature Database

PAC-Private Responses with Adversarial Composition

Authors: Xiaochen Zhu, Mayuri Sridhar, Srinivas Devadas | Published: 2026-01-20
Trigger Detection
Privacy Protection
Differential Privacy
2026.01.20 2026.01.22
Literature Database

VirtualCrime: Evaluating Criminal Potential of Large Language Models via Sandbox Simulation

Authors: Yilin Tang, Yu Wang, Lanlan Qiu, Wenchang Gao, Yunfei Ma, Baicheng Chen, Tianxing He | Published: 2026-01-20
Indirect Prompt Injection
Risk Assessment
犯罪シミュレーション
2026.01.20 2026.01.22
Literature Database

HardSecBench: Benchmarking the Security Awareness of LLMs for Hardware Code Generation

Authors: Qirui Chen, Jingxian Shuai, Shuangwu Chen, Shenghao Ye, Zijian Wen, Xufei Su, Jie Jin, Jiangming Li, Jun Chen, Xiaobin Tan, Jian Yang | Published: 2026-01-20
コード生成手法
Security Assurance
Prompt leaking
2026.01.20 2026.01.22
Literature Database

PINA: Prompt Injection Attack against Navigation Agents

Authors: Jiani Liu, Yixin He, Lanlan Fan, Qidi Zhong, Yushi Cheng, Meng Zhang, Yanjiao Chen, Wenyuan Xu | Published: 2026-01-20
Indirect Prompt Injection
Performance Evaluation
Adversarial attack
2026.01.20 2026.01.22
Literature Database

Automatic Adjustment of HPA Parameters and Attack Prevention in Kubernetes Using Random Forests

Authors: Hanlin Zhou, Huah Yong Chan, Jingfei Ni, Mengchun Wu, Qing Deng | Published: 2026-01-20
Performance Evaluation
攻撃トラフィック管理
機械学習応用
2026.01.20 2026.01.22
Literature Database
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