Image de couverture de livre

Profit Mirage: Revisiting Information Leakage in LLM-based Financial Agents

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Li, Xiangyu, Zeng, Yawen, Xing, Xiaofen, Xu, Jin, Xu, Xiangmin
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

QuantAgents: Towards Multi-agent Financial System via Simulated Trading
par: Li, Xiangyu, et autres
Publié: (2025)

HedgeAgents: A Balanced-aware Multi-agent Financial Trading System
par: Li, Xiangyu, et autres
Publié: (2025)

FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model
par: Li, Xiangyu, et autres
Publié: (2024)

RTBAgent: A LLM-based Agent System for Real-Time Bidding
par: Cai, Leng, et autres
Publié: (2025)

Dynamic Parameter Memory: Temporary LoRA-Enhanced LLM for Long-Sequence Emotion Recognition in Conversation
par: Mai, Jialong, et autres
Publié: (2025)

MimicParts: Part-aware Style Injection for Speech-Driven 3D Motion Generation
par: Liu, Lianlian, et autres
Publié: (2025)

Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification
par: Yan, Huachao, et autres
Publié: (2024)

MNV-17: A High-Quality Performative Mandarin Dataset for Nonverbal Vocalization Recognition in Speech
par: Mai, Jialong, et autres
Publié: (2025)

SleepCoT: A Lightweight Personalized Sleep Health Model via Chain-of-Thought Distillation
par: Zheng, Huimin, et autres
Publié: (2024)

VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool
par: Wang, Yan, et autres
Publié: (2024)

Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills
par: Xie, Yuquan, et autres
Publié: (2025)

The Unlearning Mirage: A Dynamic Framework for Evaluating LLM Unlearning
par: Shah, Raj Sanjay, et autres
Publié: (2026)

Designing Heterogeneous LLM Agents for Financial Sentiment Analysis
par: Xing, Frank
Publié: (2024)

LeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage
par: Nie, Yuzhou, et autres
Publié: (2024)

From Flat to Round: Redefining Brain Decoding with Surface-Based fMRI and Cortex Structure
par: Yu, Sijin, et autres
Publié: (2025)

RepoMirage: Probing Repository Context Reasoning in Code Agents with Perturbations
par: Li, Hanyu, et autres
Publié: (2026)

How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension
par: Li, Hao, et autres
Publié: (2025)

Machine Mirages: Defining the Undefined
par: Tembine, Hamidou
Publié: (2025)

Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
par: Chen, Zhihao, et autres
Publié: (2026)

CrimeMind: Simulating Urban Crime with Multi-Modal LLM Agents
par: Zeng, Qingbin, et autres
Publié: (2025)

From Flat Logs to Causal Graphs: Hierarchical Failure Attribution for LLM-based Multi-Agent Systems
par: Wang, Yawen, et autres
Publié: (2026)

PRISM: Generation-Time Detection and Mitigation of Secret Leakage in Multi-Agent LLM Pipelines
par: Tapwal, Riya, et autres
Publié: (2026)

From Mirage to Grounding: Towards Reliable Multimodal Circuit-to-Verilog Code Generation
par: Yang, Guang, et autres
Publié: (2026)

RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage
par: Zhong, Peter Yong, et autres
Publié: (2025)

Causality Laundering: Denial-Feedback Leakage in Tool-Calling LLM Agents
par: Chinaei, Mohammad Hossein
Publié: (2026)

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols
par: Sun, Xikai, et autres
Publié: (2025)

IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems
par: Wang, Liwen, et autres
Publié: (2025)

MAGIC-TTS: Fine-Grained Controllable Speech Synthesis with Explicit Local Duration and Pause Control
par: Mai, Jialong, et autres
Publié: (2026)

FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use
par: Lu, Jiaxuan, et autres
Publié: (2026)

MERRY: Semantically Decoupled Evaluation of Multimodal Emotional and Role Consistencies of Role-Playing Agents
par: Wang, Zhenyu, et autres
Publié: (2026)

AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents
par: Zharmagambetov, Arman, et autres
Publié: (2025)

Think2Sing: Orchestrating Structured Motion Subtitles for Singing-Driven 3D Head Animation
par: Huang, Zikai, et autres
Publié: (2025)

Optimal Stop-Loss and Take-Profit Parameterization for Autonomous Trading Agent Swarm
par: Li, Nathan, et autres
Publié: (2026)

Revisiting LLM Reasoning via Information Bottleneck
par: Lei, Shiye, et autres
Publié: (2025)

Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework
par: Luo, Xiaoyu, et autres
Publié: (2026)

Agentic Trading: When LLM Agents Meet Financial Markets
par: Xia, Yihan, et autres
Publié: (2026)

No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
par: Refael, Yehonatan, et autres
Publié: (2025)

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments
par: Xu, Zelai, et autres
Publié: (2025)

Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks
par: Zhao, Jin, et autres
Publié: (2026)

AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent
par: Hui, Sun, et autres
Publié: (2026)