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Defensive Rebalancing in Networks of Automated Market Makers

Authors: Sam Devorsetz and Maurice Herlihy

Published in: LIPIcs, Volume 395, 8th Conference on Advances in Financial Technologies (AFT 2026)


Abstract
This paper introduces and analyzes defensive rebalancing, a novel mechanism for preventing arbitrageurs from extracting surplus from networks of constant-function market makers (CFMMs). A rebalancing transfers assets directly from one CFMM’s pool to another’s, bypassing the CFMMs' standard trading protocols. In any arbitrage-prone configuration, we prove there exists a rebalancing to an arbitrage-free configuration that strictly increases the liquidity of at least one participating CFMM without decreasing the liquidity of any other participating CFMM. Moreover, we prove that a configuration is arbitrage-free if and only if it is Pareto efficient under rebalancing. We prove that for any log-concave trading function, including the ubiquitous constant-product market maker, finding an optimal arbitrage-free rebalancing that maximizes the aggregate liquidity of the participating CFMMs while preserving each participant’s liquidity can be formulated as a convex optimization problem with a unique, computationally tractable solution. We extend this framework to mixed rebalancing, where a subset of participating CFMMs use a combination of direct transfers and standard trades to transition to an arbitrage-free configuration while capturing arbitrage opportunities from non-participating CFMMs and external price-setting oracles such as centralized exchanges. Our results provide a rigorous foundation for future CFMM protocols that coordinate defensive rebalancing to internalize arbitrage surplus within networks of CFMMs.

Cite as

Sam Devorsetz and Maurice Herlihy. Defensive Rebalancing in Networks of Automated Market Makers. In 8th Conference on Advances in Financial Technologies (AFT 2026). Leibniz International Proceedings in Informatics (LIPIcs), Volume 395, pp. 12:1-12:17, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2026)


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@InProceedings{devorsetz_et_al:LIPIcs.AFT.2026.12,
  author =	{Devorsetz, Sam and Herlihy, Maurice},
  title =	{{Defensive Rebalancing in Networks of Automated Market Makers}},
  booktitle =	{8th Conference on Advances in Financial Technologies (AFT 2026)},
  pages =	{12:1--12:17},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-451-2},
  ISSN =	{1868-8969},
  year =	{2026},
  volume =	{395},
  editor =	{Kiayias, Aggelos and Kyropoulou, Maria},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.AFT.2026.12},
  URN =		{urn:nbn:de:0030-drops-278665},
  doi =		{10.4230/LIPIcs.AFT.2026.12},
  annote =	{Keywords: Automated Market Makers, Arbitrage, Convex Optimization}
}

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