文献データベース

A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems

Authors: Seyed Bagher Hashemi Natanzi, Bo Tang | Published: 2026-06-30
ITセキュリティの課題
RAGへのポイズニング攻撃
プロンプトインジェクション

Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings

Authors: Jonas Schäfer, Cezary Pilaszewicz, Gerhard Wunder | Published: 2026-06-30
LLMの安全機構の解除
生成AI向け電子透かし
透かし技術

Comparative Analysis of Machine Learning based Intrusion Detection in Realistic IoT Networks

Authors: Rana Alharbi, Chuadhry Mujeeb Ahmed | Published: 2026-06-30
データセット生成
機械学習手法
評価指標

CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors

Authors: Basant Agarwal, Dincy R. Arikkat, Swati Yadav, Serena Nicolazzo, Antonino Nocera, Vinod P | Published: 2026-06-30
データセット生成
知識抽出
脆弱性攻撃手法

EnclaveX: End-to-End Confidential AI with CPU/GPU TEEs

Authors: Robert Schambach, Quoc Do Le, Sergei Arnautov, Christof Fetzer | Published: 2026-06-30
Trusted Capable Model Environments
セキュリティポリシー
透かし

CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs

Authors: Zhengxing Li, David J. Miller, Guangmingmei Yang, George Kesidis | Published: 2026-06-30
トレーニング手法
バックドアモデルの検知
出力の有害度の算出

An Empirical Study of Security Calibration in Large Language Models for Code

Authors: Mohammed Latif Siddiq, Md. Nafiu Rahman, Joanna C. S. Santos | Published: 2026-06-30
プロンプトインジェクション
大規模言語モデル
脆弱性検出

Triospect: A Three-Dimensional Framework for Robust Statistical AI-Generated Text Detection Against Diverse Attacks

Authors: Guangsheng Bao, Lihua Rong, Yanbin Zhao, Xiao Yu, Qiji Zhou, Yue Zhang | Published: 2026-06-30
プロンプトインジェクション
生成モデル
評価手法

A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management

Authors: Ramin Pishehvar | Published: 2026-06-30
トレーニング手法
ポートフォリオ管理手法
ユーザ行動分析

MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems

Authors: Kunyang Li, Kyle Domico, Jonathan Gregory, Patrick McDaniel | Published: 2026-06-29
多エージェントシステムの評価
敵対的攻撃評価
通信システム