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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,878 papers · 148 categories

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6 results for “Deterrence”
Imperfect Commitment in Maximal Extractable Value Auctionscs.GT

The paper examines how builders in Ethereum auctions can defect and replicate winning MEV opportunities, affecting searchers' bidding strategies.

problem Commitment problem in Ethereum auctions where builders can defect and replicate winning MEV opportunities.
method Modeling and analysis of searchers' bidding strategies and the resulting equilibrium, using libMEV dataset.
result The equilibrium is piecewise, with the cost of imperfect commitment depending on replicability and competition. There is sharp heterogeneity across MEV types.
Ethereum auctionsMaximal Extractable Value (MEV)commitment problemsearchers' biddingbuilder defection
2026-05-21abs ↗pdf ↗
AdvMind: Inferring Adversary Intent of Black-Box Attackscs.LG

AdvMind detects adversary intent in black-box attacks with high accuracy.

problem Detecting adversary intent in black-box adversarial attacks is challenging.
method AdvMind accounts for adversary adaptiveness and synthesizes queries to expose intent.
result AdvMind detects adversary intent with over 75% accuracy after observing less than 3 query batches.
adversarial attacksblack-boxintent inferencedetection accuracyneural networks
2020-06-16abs ↗pdf ↗