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An open-source Modular Online Psychophysics Platform (MOPP)

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An open-source Modular Online Psychophysics Platform (MOPP)

·11 min read·Yuval Samoilov-Kats, Matan Noach, Noam Beer et al.

MOPP is presented as an open-source, modular web platform for running online psychophysics experiments without requiring researchers to stitch together separate tools for task creation, hosting, au…

researchonline-experimentspsychophysicsresearch-platformbot-detection

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EarthOL: A Proof-of-Human-Contribution Consensus Protocol -- Addressing Fundamental Challenges in Decentralized Value Assessment with Enhanced Verification and Security Mechanisms

research note

EarthOL: A Proof-of-Human-Contribution Consensus Protocol -- Addressing Fundamental Challenges in Decentralized Value Assessment with Enhanced Verification and Security Mechanisms

·8 min read·Jiaxiong He

EarthOL proposes a domain-restricted alternative to proof-of-work: instead of burning energy on arbitrary computation, the protocol tries to reward verifiable human contributions in bounded domains…

researchconsensus-protocolproof-of-humanfraud-detectionsybil-resistance

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Optimizing Mouse Dynamics for User Authentication by Machine Learning: Addressing Data Sufficiency, Accuracy-Practicality Trade-off, and Model Performance Challenges

research note

Optimizing Mouse Dynamics for User Authentication by Machine Learning: Addressing Data Sufficiency, Accuracy-Practicality Trade-off, and Model Performance Challenges

·8 min read·Yi Wang, Chengyv Wu, Yang Liao et al.

This paper addresses key challenges in mouse dynamics-based user authentication, namely determining the sufficient data volume, balancing accuracy and practicality with segment length, and enhancin…

researchmouse-dynamicsbehavioral-biometric-authenticationuser-authenticationdeep-learning

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