AIセキュリティポータルbot

Cross-Agent Campaign Attribution: Linking Asynchronous Attacks Across LLM Agents

Authors: SangJin Park, Myungsub Choi, Jineok Kim, Minseung Kang | Published: 2026-07-21
データセット評価
攻撃手法の効果
責任帰属システム設計

Find Before You Fine-Tune: A Diagnostic Study of Small LLMs for Cybersecurity QA

Authors: Shaswata Mitra, Subash Neupane, Trisha Chakraborty, Himanshu Tripathi, Sudip Mittal, Aritran Piplai, Shahram Rahimi | Published: 2026-07-21
RAG
ブロックチェーン
知識分析

SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring

Authors: Chunxiao Li, Yuan Xiong, Lijun Li, Tianyi Du, Wenlong Zhang, Lei Bai, Jing Shao | Published: 2026-07-21
リスク評価
評価のバランス
透かし評価

Broken Gates: Re-evaluating Web Bot Defenses in the Age of LLM Agents

Authors: Behzad Ousat, Nikita Turkmen, Lalchandra Rampersaud, Dillan Bailey, Amin Kharraz | Published: 2026-07-21
LLMの安全機構の解除
インダイレクトプロンプトインジェクション
ユーザー行動分析

CPInj: Uncovering Prompt Injection Risks in Textual Collaborative Prompt Optimization

Authors: Xinting Liao, Behnoosh Zamanlooy, Masoumeh Shafieinejad, David B. Emerson, Ruinan Jin, Deval Pandya, Xiaoxiao Li | Published: 2026-07-21
インダイレクトプロンプトインジェクション
悪意のあるノードの注入
攻撃手法の説明

CutBackdoor: A Circuit Cut Triggered Backdoor Attack on Variational Quantum Algorithms

Authors: Ahatesham Bhuiyan, Hoang Ngo, Cheng Chu, Qian Lou, Lei Jiang, My T. Thai, Mengxin Zheng | Published: 2026-07-20
攻撃戦略分析
攻撃検出
量子機械学習のコスト分析

Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security

Authors: Devina Jain, David Hartmann, Chuan Li | Published: 2026-07-20
システムロバスト性評価
プロンプトインジェクション
攻撃手法の説明

Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?

Authors: Yimeng Chen, Nathanaël Denis, Roberto Di Pietro, Jürgen Schmidhuber | Published: 2026-07-20
OS防御の限界
インダイレクトプロンプトインジェクション
攻撃手法評価

Zero Hallucination, by Construction: Hallucination-Aware Layered Oversight for Trustworthy Enterprise AI

Authors: Bogdan Raduta, Horia Velicu, Alexandru Preda, Serban Chiricescu | Published: 2026-07-20
AIシステムの関係性
モデル性能評価
多信号検証

Residual Observability and Attack Detectability in Encrypted OPC UA Traffic

Authors: Song Son Ha, Florian Foerster, Henry Beuster, Eduard Zeller, Dominik Merli, Gerd Scholl | Published: 2026-07-20
パフォーマンス評価
モデル性能評価
攻撃検出