Author

Dhanashekar Kandaswamy

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Jul 2026

ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection

ZAPs, a reward attribution framework that combines economic contribution scoring with adversarial robustness, is presented, and it is shown that the maximum reward obtainable from any protocol is bounded by that protocol's global volume share.

N. GirishG, Ashutosh Sahoo, Ajay Bhat et al. · arXiv.org · 1 citation