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The emergence of decentralized finance has transformed asset trading on the blockchain, making traditional financial instruments more accessible while also introducing a series of exploitative economic practices known as Maximal Extractable…

Cryptography and Security · Computer Science 2025-09-08 Christof Ferreira Torres , Albin Mamuti , Ben Weintraub , Cristina Nita-Rotaru , Shweta Shinde

Layer 2 rollups are rapidly absorbing DeFi activity, securing over $40 billion and accounting for nearly half of Ethereum's DEX volume by Q1 2025, yet their MEV dynamics remain understudied. We address this gap by defining and quantifying…

Computational Engineering, Finance, and Science · Computer Science 2025-08-07 Ozan Solmaz , Lioba Heimbach , Yann Vonlanthen , Roger Wattenhofer

In blockchain networks, the strategic ordering of transactions within blocks has emerged as a significant source of profit extraction, known as Maximal Extractable Value (MEV). The transition from spam-based Priority Gas Auctions to…

Blockchains offer strong security guarantees, but they cannot protect the ordering of transactions. Powerful players, such as miners, sequencers, and sophisticated bots, can reap significant profits by selectively including, excluding, or…

Cryptography and Security · Computer Science 2023-10-24 Sen Yang , Fan Zhang , Ken Huang , Xi Chen , Youwei Yang , Feng Zhu

This paper addresses the lack of research on quantifying Maximal Extractable Value (MEV) on Ethereum Layer 2 networks (L2s). Our findings reveal a substantial amount of MEV to be extracted on L2s, particularly on Polygon, with a lower bound…

General Finance · Quantitative Finance 2023-09-06 Arthur Bagourd , Luca Georges Francois

We study optimal auction design for Maximum Extractable Value (MEV) auction markets on Ethereum. Using a dataset of 2.2 million transactions across three major orderflow providers, we establish three empirical regularities: extracted values…

Trading and Market Microstructure · Quantitative Finance 2026-03-18 Aleksei Adadurov , Sergey Barseghyan , Anton Chtepine , Antero Eloranta , Andrei Sebyakin , Arsenii Valitov

We propose a novel neural network architecture that enables non-parametric calibration and generation of multivariate extreme value distributions (MEVs). MEVs arise from Extreme Value Theory (EVT) as the necessary class of models when…

Machine Learning · Statistics 2022-03-03 Ali Hasan , Khalil Elkhalil , Yuting Ng , Joao M. Pereira , Sina Farsiu , Jose H. Blanchet , Vahid Tarokh

With the emergence of Miner Extractable Value (MEV), block construction markets on blockchains have evolved into a competitive arena. Following Ethereum's transition from Proof of Work (PoW) to Proof of Stake (PoS), the Proposer Builder…

Networking and Internet Architecture · Computer Science 2023-06-06 Anton Wahrstätter , Liyi Zhou , Kaihua Qin , Davor Svetinovic , Arthur Gervais

The Ethereum block-building process has changed significantly since the emergence of Proposer-Builder Separation. Validators access blocks through a marketplace, where block builders bid for the right to construct the block and earn MEV…

Computer Science and Game Theory · Computer Science 2024-03-19 Fei Wu , Thomas Thiery , Stefanos Leonardos , Carmine Ventre

We study a new "laminated" queueing model for orders on batched trading venues such as decentralised exchanges. The model aims to capture and generalise transaction queueing infrastructure that has arisen to organise MEV activity on public…

Trading and Market Microstructure · Quantitative Finance 2024-01-17 Andrew W. Macpherson

This Systematization of Knowledge (SoK) provides a comprehensive historical analysis of Maximal Extractable Value (MEV) in blockchain systems, tracing its conceptual evolution through three distinct eras. We organize the fragmented…

Cryptography and Security · Computer Science 2026-03-10 Davide Mancino , Hasret Ozan Sevim

Blockchains have popularized the Automated Market Makers (AMMs), where users trade crypto-assets directly with a smart contract, governed by a pricing function embedded in the contract's code. Today, users of AMMs are often forced to accept…

Computer Science and Game Theory · Computer Science 2026-05-28 Yuhao Li , Elaine Shi , Mengqian Zhang

We study builder-driven MEV arbitrage on BNB Smart Chain (BSC). BSC's Proposer-Builder Separation (PBS) adopts a leaner design: only whitelisted builders can participate, blocks are produced at shorter intervals, and private order flow…

Cryptography and Security · Computer Science 2026-05-01 Qin Wang , Ruiqiang Li , Guangsheng Yu , Vincent Gramoli , Shiping Chen

On high-throughput, low-fee blockchains, a qualitatively new form of maximal extractable value (MEV) has emerged: searchers submit large volumes of speculative transactions, whose profitability is resolved only at execution time. We refer…

Computer Science and Game Theory · Computer Science 2026-04-02 Wenhao Wang , Aditya Saraf , Lioba Heimbach , Kushal Babel , Fan Zhang

Cyclic arbitrage chances exist abundantly among decentralized exchanges (DEXs), like Uniswap V2. For an arbitrage cycle (loop), researchers or practitioners usually choose a specific token, such as Ether as input, and optimize their input…

Computational Finance · Quantitative Finance 2024-06-25 Yu Zhang , Zichen Li , Tao Yan , Qianyu Liu , Nicolo Vallarano , Claudio Tessone

Automated market makers (AMMs) are a new prototype of decentralised exchanges which are revolutionising market interactions. The majority of AMMs are constant product markets (CPMs) where exchange rates are set by a trading function. This…

Trading and Market Microstructure · Quantitative Finance 2025-06-19 Álvaro Cartea , Fayçal Drissi , Marcello Monga

We derive the stochastic price process for tokens whose sole price discovery mechanism is a constant-product automated market maker (AMM). When the net flow into the pool follows a diffusion, the token price follows a constant elasticity of…

Pricing of Securities · Quantitative Finance 2026-04-01 Philip Z. Maymin

We analyze maximal extractable value in multiple concurrent proposer blockchains, where multiple blocks become data available before their final execution order is determined. This concurrency breaks the single builder assumption of…

Computer Science and Game Theory · Computer Science 2025-11-18 Steven Landers , Benjamin Marsh

Block space on the blockchain is scarce and must be allocated efficiently through block building. However, Ethereum's current block-building ecosystem, MEV-Boost, has become highly centralized due to integration, which distorts competition,…

Cryptography and Security · Computer Science 2026-02-05 Mengqian Zhang , Sen Yang , Kartik Nayak , Fan Zhang

Ethereum block builders run sealed auctions among searchers, but nothing in the protocol forces a builder to honor the auction outcome after observing submitted bundles. This paper studies the commitment problem. We model a builder who…

Computer Science and Game Theory · Computer Science 2026-05-26 Aleksei Adadurov , Sergey Barseghyan , Anton Chtepine , Antero Eloranta , Andrei Sebyakin , Arsenii Valitov