:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Zhong, Juantao, Wu, Daoyuan, Liu, Ye, Xie, Maoyi, Liu, Yang, Li, Yi, Liu, Ning
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security Artificial Intelligence
Online Access:	https://arxiv.org/abs/2502.11521
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LLM-Powered Detection of Price Manipulation in DeFi
by: Liu, Lu, et al.
Published: (2025)

DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks
by: Wang, Dabao, et al.
Published: (2024)

LLMs Can Defend Themselves Against Jailbreaking in a Practical Manner: A Vision Paper
by: Wu, Daoyuan, et al.
Published: (2024)

Paper Agents, Paper Gains: An Empirical Analysis of DeFi Investment Agents
by: Yu, Jay, et al.
Published: (2026)

Rethinking and Exploring String-Based Malware Family Classification in the Era of LLMs and RAG
by: Chen, Yufan, et al.
Published: (2025)

LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning
by: Sun, Yuqiang, et al.
Published: (2024)

Ormer: A Manipulation-resistant and Gas-efficient Blockchain Pricing Oracle for DeFi
by: Bai, Dongbin, et al.
Published: (2024)

DeFi TrustBoost: Blockchain and AI for Trustworthy Decentralized Financial Decisions
by: Sachan, Swati, et al.
Published: (2025)

I Experienced More than 10 DeFi Scams: On DeFi Users' Perception of Security Breaches and Countermeasures
by: Liu, Mingyi, et al.
Published: (2024)

AiRacleX: Automated Detection of Price Oracle Manipulations via LLM-Driven Knowledge Mining and Prompt Generation
by: Gao, Bo, et al.
Published: (2025)

GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis
by: Sun, Yuqiang, et al.
Published: (2023)

SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner
by: Wang, Xunguang, et al.
Published: (2024)

Decentralized Intelligence in GameFi: Embodied AI Agents and the Convergence of DeFi and Virtual Ecosystems
by: Jia, Fernando, et al.
Published: (2024)

Penetrating the Hostile: Detecting DeFi Protocol Exploits through Cross-Contract Analysis
by: Li, Xiaoqi, et al.
Published: (2025)

On-Chain Decentralized Learning and Cost-Effective Inference for DeFi Attack Mitigation
by: Alhaidari, Abdulrahman, et al.
Published: (2025)

Protecting DeFi Platforms against Non-Price Flash Loan Attacks
by: Alhaidari, Abdulrahman, et al.
Published: (2025)

Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs
by: Li, Zongjie, et al.
Published: (2025)

DeFiTail: DeFi Protocol Inspection through Cross-Contract Execution Analysis
by: Li, Wenkai, et al.
Published: (2024)

DeFi composability as MEV non-interference
by: Bartoletti, Massimo, et al.
Published: (2023)

MCPSecBench: A Systematic Security Benchmark and Playground for Testing Model Context Protocols
by: Yang, Yixuan, et al.
Published: (2025)

CTIArena: Benchmarking LLM Knowledge and Reasoning Across Heterogeneous Cyber Threat Intelligence
by: Cheng, Yutong, et al.
Published: (2025)

Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
by: Ji, Zimo, et al.
Published: (2025)

Combating Data Laundering in LLM Training
by: Li, Muxing, et al.
Published: (2026)

TrajAD: Trajectory Anomaly Detection for Trustworthy LLM Agents
by: Liu, Yibing, et al.
Published: (2026)

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection
by: Nie, Yuzhou, et al.
Published: (2025)

BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts
by: Wang, Qingyue, et al.
Published: (2025)

SoK: Evaluating Jailbreak Guardrails for Large Language Models
by: Wang, Xunguang, et al.
Published: (2025)

SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment
by: Lin, Xixun, et al.
Published: (2026)

Strengthening DeFi Security: A Static Analysis Approach to Flash Loan Vulnerabilities
by: Wu, Ka Wai
Published: (2024)

DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
by: Li, Hao, et al.
Published: (2025)

Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
by: Chen, Zhihao, et al.
Published: (2026)

STShield: Single-Token Sentinel for Real-Time Jailbreak Detection in Large Language Models
by: Wang, Xunguang, et al.
Published: (2025)

EvoPoC: Automated Exploit Synthesis for DeFi Smart Contracts via Hierarchical Knowledge Graphs
by: Liang, Ruichao, et al.
Published: (2026)

GenDetect: Generalizing Reactive Detection for Resilience Against Imitative DeFi Attack Cascade
by: Cai, Bowen, et al.
Published: (2026)

From Transactions to Exploits: Automated PoC Synthesis for Real-World DeFi Attacks
by: Su, Xing, et al.
Published: (2026)

IP Leakage Attacks Targeting LLM-Based Multi-Agent Systems
by: Wang, Liwen, et al.
Published: (2025)

SoK: Decentralized Finance (DeFi) -- Fundamentals, Taxonomy and Risks
by: Gogol, Krzysztof, et al.
Published: (2024)

PEB Separation and State Migration: Unmasking the New Frontiers of DeFi AML Evasion
by: Cao, Yixin, et al.
Published: (2026)

CompressionAttack: Exploiting Prompt Compression as a New Attack Surface in LLM-Powered Agents
by: Liu, Zesen, et al.
Published: (2025)

GuardReasoner: Towards Reasoning-based LLM Safeguards
by: Liu, Yue, et al.
Published: (2025)