TransFront: Bi-path Feature Fusion for Detecting Front-running Attack ...
The rise of decentralized finance (DeFi) has brought about an unprecedented wave of financial innovation on blockchain platforms like Ethereum. However, this growth has also exposed …
Front-Running Attack Benchmark Construction and Vulnerability Detection …
Dec 23, 2022 · The evaluation of seven state-of-the-art vulnerability detection techniques on the benchmark reveals their inadequacy in detecting front-running vulnerabilities, with a low recall of at …
Understanding Front Running Attack on Blockchain
Explore the mechanics and impacts of Front Running attacks in blockchain, their effects on DeFi and DEXs, and the newest strategies to ensure a secure ecosystem.
AI-powered Fraud Detection in Decentralized Finance: A Project Life ...
We find that fraud detection in different stages employs distinct types of methods and observe the commendable performance of tree-based and graph-related models in tackling fraud detection tasks. …
What is Front-Running In Blockchain – Explained
Jul 16, 2025 · Front-running in DeFi is when bots execute trades before a pending transaction in the mempool, manipulating the market to profit from the price change, leaving the original trader with a …
In order to proactively address these security issues, this article investigates the incorporation of artificial intelligence (AI)-based risk detection algorithms into DeFi platforms. Furthermore, we emphasize the …
GitHub - zju-abclab/LookAhead: An ML-based framework for DeFi …
LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts This repository contains the source code for LookAhead, an effective and efficient ML-based framework for DeFi attack detection …
Using AI to Detect Front-Running in Decentralized Exchanges
Real-World Application: Intel's AI-Powered DEX Security Intel integrated a Transformer-based system, reducing front-running incidents by 40% through real-time detection and automated alerts.
AI MEV Protection: Stop Bots from Stealing Your Lunch Money (And …
Jul 22, 2025 · Learn how AI MEV protection uses machine learning to defend against frontrunning attacks. Build smart defenses that outsmart MEV bots stealing your DeFi profits.
MEV Protection: Solving Front-Running in DeFi Contracts
Dec 26, 2024 · "Learn how MEV protection strategies combat front-running in DeFi smart contracts, ensuring fairness, transparency, and enhanced security for blockchain users."