A Multi-Agent Platform for Automated Enterprise Analytics and Insight Generation Authors: Manoj N M, Vijayakrishna S, Manjunath Srinivas, Rohit Pahan | Published: 2026-08-19 Data Collection MethodマルチエージェントシステムReliability Assessment 2026.08.19 2026.08.21 Literature Database
Denoising-Aware Inversion: Revealing Privacy Risks in Noise-Protected Text Embeddings Authors: Yubo Wang, Shujie Cui, James Bailey, Hongzhi Yin, Wenyu Liang, Min Tang, Shiyue Qin, Weiqing Wang | Published: 2026-08-19 Membership InferenceModel InversionDeep Learning Method 2026.08.19 2026.08.21 Literature Database
The Model’s Tell: Measuring Context-Leakage Attack Signals with Behavior Gauges Authors: Maosen Zhang, Jianshuo Dong, Boting Lu, Wenyue Li, Xiaoping Zhang, Tianwei Zhang, Jie Zhang, Han Qiu | Published: 2026-08-18 Poisoning attack on RAGデータリークやモデルの問題に関する分析手法Prompt leaking 2026.08.18 2026.08.20 Literature Database
Auditing Self-Evolution in Financial Agents: Capability Gains, Security Drift, and Execution-Interface Mismatch Authors: Jialong Li, Jialing Zhu | Published: 2026-08-18 Relationship of AI Systemsセキュリティ課題タスク成功率分析 2026.08.18 2026.08.20 Literature Database
GraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities Authors: Haoran Bu, Zejian Chen, Litian Zhang, Xi Zhang | Published: 2026-08-18 Advice ProvisionData Collection MethodReliability Assessment 2026.08.18 2026.08.20 Literature Database
MobileWorldSafety: Benchmarking GUI Agent Safety Against Environmental Injection Attacks in Android Apps Authors: Sujin Chen, Lijun Li, Tianyi Du, Jing Shao | Published: 2026-08-18 Indirect Prompt Injectionタスク成功率分析安全性評価 2026.08.18 2026.08.20 Literature Database
TRUSS: Towards Task-Reliable and User-Safe Automated Agent Skill Generation Authors: Zhibo Zhang, Zhen Ouyang, Ling Shi, Kailong Wang | Published: 2026-08-18 Backdoor DetectionReliability AssessmentStatic Analysis 2026.08.18 2026.08.20 Literature Database
LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents Authors: Yiming Du, Yuxin Jiang, Tao Yuan, Jianbo Dai, Shaowei Wang, Jierun Chen, Chaofan Tao, Xianzhi Yu, Lifeng Shang, Kam-Fai Wong, Xiaohui Li, Haoli Bai | Published: 2026-08-18 Data Collection Method教育目的の情報提供Machine Learning Framework 2026.08.18 2026.08.20 Literature Database
Fair ASR: Re-Evaluating Black-Box Jailbreaks under Shared Target-Call Budgets Authors: Zhida He, Xiaoyu Wen, Han Qi, Ziyuan Zhou, Peng Yu, Jiajia Li, Chaochao Lu, Qiaosheng Zhang | Published: 2026-08-18 Prompt InjectionCertified Robustness攻撃シナリオ 2026.08.18 2026.08.20 Literature Database
FlowShield: cryptocurrency anti-money laundering with transaction semantics parsing and fund flow tracking Authors: Qishuang Fu, Andreas Deppeler, Joseph K. Liu, Yixin Liu, Shirui Pan, Qin Wang, Weiqing Wang, Tsz Hon Yuen | Published: 2026-08-18 Dataset Analysis取引セマンティクス理解Funding 2026.08.18 2026.08.20 Literature Database