Literature Database

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

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 Inference
Model Inversion
Deep Learning Method

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

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

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 Provision
Data Collection Method
Reliability Assessment

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

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 Detection
Reliability Assessment
Static Analysis

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

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 Injection
Certified Robustness
攻撃シナリオ

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