{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:33:58Z","timestamp":1763192038015,"version":"3.45.0"},"reference-count":41,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T00:00:00Z","timestamp":1760400000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T00:00:00Z","timestamp":1760400000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10,14]]},"DOI":"10.1109\/bcca66705.2025.11229697","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:17Z","timestamp":1763145977000},"page":"518-525","source":"Crossref","is-referenced-by-count":0,"title":["Predictions in MEV-Boost Auctions with Machine Learning"],"prefix":"10.1109","author":[{"given":"Bence","family":"Lad\u00f3czki","sequence":"first","affiliation":[{"name":"Budapest University of Technology and Economics, TMIT,HUN-REN-BME Information Systems Research Group"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Proposer\/block builder separation-friendly fee market designs","year":"2021","author":"Buterin","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3618257.3624824"},{"key":"ref3","article-title":"Extracting godl [sic] from the salt mines: Ethereum miners extracting value","author":"Piet","year":"2022","journal-title":"ArXiv"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833734"},{"article-title":"Pandora\u2019s box: Cross-chain arbitrages in the realm of blockchain interoperability","year":"2025","author":"\u00d6z","key":"ref5"},{"year":"2024","key":"ref6","article-title":"Is it worth using mev-boost?"},{"key":"ref7","first-page":"22:1","article-title":"Who Wins Ethereum Block Building Auctions and Why?","volume-title":"6th Conference on Advances in Financial Technologies (AFT 2024), ser. Leibniz International Proceedings in Informatics (LIPIcs)","volume":"316","author":"\u00d6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3689931.3694911"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/sp61157.2025.00157"},{"key":"ref10","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.4723674","article-title":"Proposer-builder separation, payment for order flows, and centralization in blockchain","author":"Capponi","year":"2024"},{"article-title":"Two-slot proposer\/builder separation","year":"2021","author":"Buterin","key":"ref11"},{"article-title":"Prof: Protected order flow in a profit-seeking world","year":"2024","author":"Babel","key":"ref12"},{"article-title":"Single-slot pbs using attesters as distributed availability oracle","year":"2022","author":"Buterin","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/SP40001.2021.00027"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3696410.3714754"},{"key":"ref16","article-title":"The cost of artificial latency in the pbs context","author":"Natale","year":"2023","journal-title":"ArXiv"},{"key":"ref17","article-title":"Time to bribe: Measuring block construction market","volume":"2023","author":"Wahrstatter","journal-title":"Cryptology ePrint Archive"},{"key":"ref18","article-title":"Structural advantages for integrated builders in mev-boost","author":"Pai","year":"2023","journal-title":"ArXiv"},{"article-title":"Wip: Are builders using multi-block mev (mmev) opportunities?","year":"2023","author":"Jensen","key":"ref19"},{"key":"ref20","article-title":"Multi-block mev","author":"Jensen","year":"2023","journal-title":"ArXiv"},{"article-title":"Demystifying private transactions and their impact in pow and pos ethereum","year":"2025","author":"Lyu","key":"ref21"},{"key":"ref22","article-title":"Blockchain censorship","author":"Wahrstatter","year":"2023","journal-title":"ArXiv"},{"author":"Unger","key":"ref23","article-title":"From searchers to proposers: User behaviour in ethereum\u2019s proposerbuilder separation"},{"key":"ref24","article-title":"Flash boys 2.0: Frontrunning, transaction reordering, and consensus instability in decentralized exchanges","author":"Daian","year":"2019","journal-title":"ArXiv"},{"article-title":"Analytical and empirical evaluation of the feasibility of mev extraction techniques on the algorand blockchain","year":"2023","author":"Singh","key":"ref25"},{"key":"ref26","article-title":"Miners as intermediaries: extractable value and market manipulation in crypto and DeFi","volume":"58","author":"Auer","year":"2022","journal-title":"Bank for International Settlements, BIS Bulletins"},{"key":"ref27","article-title":"Sok: Mev countermeasures: Theory and practice","author":"Yang","year":"2022","journal-title":"ArXiv"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3558535.3559784"},{"article-title":"A study of mev extraction techniques on a first-come-first-served blockchain","volume-title":"ArXiv","author":"Oz","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3576915.3616590"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-64322-8_1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3517745.3561448"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICBC59979.2024.10634354"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3605768.3623563"},{"key":"ref35","article-title":"Leveraging machine learning for bidding strategies in miner extractable value (mev) auctions","author":"Raun","year":"2023","journal-title":"Cryptology ePrint Archive"},{"volume-title":"Machine Learning: A Probabilistic Perspective.","year":"2012","author":"Murphy","key":"ref36"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04174-7_17"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/bf02288367"},{"article-title":"Bid cancellations considered harmful","year":"2023","author":"Neuder","key":"ref39"},{"key":"ref40","first-page":"2591","article-title":"Rolling in the shadows: Analyzing the extraction of mev across layer-2 rollups","volume-title":"Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, ser. CCS \u201824.","author":"Ferreira Torres"},{"article-title":"Cross-rollup mev: Non-atomic arbitrage across 12 blockchains","year":"2024","author":"Gogol","key":"ref41"}],"event":{"name":"2025 7th International Conference on Blockchain Computing and Applications (BCCA)","start":{"date-parts":[[2025,10,14]]},"location":"Durbovnic, Croatia","end":{"date-parts":[[2025,10,17]]}},"container-title":["2025 7th International Conference on Blockchain Computing and Applications (BCCA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11229428\/11227167\/11229697.pdf?arnumber=11229697","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:31:47Z","timestamp":1763191907000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11229697\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,14]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/bcca66705.2025.11229697","relation":{},"subject":[],"published":{"date-parts":[[2025,10,14]]}}}