Cross-Agent Campaign Attribution: Linking Asynchronous Attacks Across LLM Agents Authors: SangJin Park, Myungsub Choi, Jineok Kim, Minseung Kang | Published: 2026-07-21 Dataset evaluation攻撃手法の効果責任帰属システム設計 2026.07.21 2026.07.23 Literature Database
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 RAGBlockchain知識分析 2026.07.21 2026.07.23 Literature Database
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 Risk Assessment評価のバランスWatermark Evaluation 2026.07.21 2026.07.23 Literature Database
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 Disabling Safety Mechanisms of LLMIndirect Prompt InjectionUser Behavior Analysis 2026.07.21 2026.07.23 Literature Database
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 Indirect Prompt InjectionMalicious Node Injection攻撃手法の説明 2026.07.21 2026.07.23 Literature Database
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Attack Detection量子機械学習のコスト分析 2026.07.20 2026.07.22 Literature Database
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Prompt Injection攻撃手法の説明 2026.07.20 2026.07.22 Literature Database
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Indirect Prompt Injection攻撃手法評価 2026.07.20 2026.07.22 Literature Database
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 Relationship of AI SystemsModel Performance Evaluation多信号検証 2026.07.20 2026.07.22 Literature Database
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 Performance EvaluationModel Performance EvaluationAttack Detection 2026.07.20 2026.07.22 Literature Database