From the 1 of 3 linked papers with an AI index.
3 papers
q-fin.GN2026
ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection
Girish G N, Ashutosh Sahoo, Ajay Bhat +4
The paper proposes ZAPs, a framework for assigning rewards in DeFi that combines economic contribution scoring with a multi‑layer defense against bots and sybil attacks using anoma…
q-fin.GN2025
Deep Reputation Scoring in DeFi: zScore-Based Wallet Ranking from Liquidity and Trading Signals
Dhanashekar Kandaswamy, Ashutosh Sahoo, Akshay SP +3
As decentralized finance (DeFi) evolves, distinguishing between user behaviors - liquidity provision versus active trading - has become vital for risk modeling and on-chain reputat…
cs.CY2025
zScore: A Universal Decentralised Reputation System for the Blockchain Economy
Himanshu Udupi, Ashutosh Sahoo, Akshay S. P. +3
Modern society functions on trust. The onchain economy, however, is built on the founding principles of trustless peer-to-peer interactions in an adversarial environment without a…