Evaluate and Guard the Wisdom of Crowds: Zero Knowledge Proofs for Crowdsourcing Truth Inference

X Liu, X Yang, X Zhang, X Yang - arXiv preprint arXiv:2308.00985, 2023 - arxiv.org
Due to the risks of correctness and security in outsourced cloud computing, we consider a
new paradigm called crowdsourcing: distribute tasks, receive answers and aggregate the …

Secure and reliable decentralized truth discovery using blockchain

Y Tian, J Yuan, H Song - 2019 IEEE Conference on …, 2019 - ieeexplore.ieee.org
Truth discovery with crowdsourcing has become increasingly popular in recent years by
leveraging the wisdom of crowd to solve complex tasks. So far, many existing crowd …

Collusion-proof result inference in crowdsourcing

PP Chen, HL Sun, YL Fang, JP Huai - Journal of Computer Science and …, 2018 - Springer
In traditional crowdsourcing, workers are expected to provide independent answers to tasks
so as to ensure the diversity of answers. However, recent studies show that the crowd is not …

Reliable and Streaming Truth Discovery in Blockchain-based Crowdsourcing

PS Mukkamala, H Wu, B Düdder - 2023 20th Annual IEEE …, 2023 - ieeexplore.ieee.org
Truth discovery is an effective and compelling approach to addressing data conflicts among
different workers and offers more trustworthy truths to task requesters in crowdsourcing. Prior …

GoCrowd: Obliviously Aggregating Crowd Wisdom With Quality Awareness in Crowdsourcing

X Liu, Y Zheng, X Yuan, X Yi - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Organizations these days capitalize on crowdsourcing to learn collective wisdom from a
population of individuals. Vast amounts of data have been gathered, making the …

Aggregating crowdsourced quantitative claims: Additive and multiplicative models

RW Ouyang, LM Kaplan, A Toniolo… - … on Knowledge and …, 2016 - ieeexplore.ieee.org
Truth discovery is an important technique for enabling reliable crowdsourcing applications. It
aims to automatically discover the truths from possibly conflicting crowdsourced claims. Most …

Achieving private and fair truth discovery in crowdsourcing systems

Z Wang, X Cheng, S Su, L Wang - Security and Communication …, 2022 - Wiley Online Library
Nowadays, crowdsourcing has witnessed increasing popularity as it can be adopted to solve
many challenging question‐answering tasks. One of the most significant problems in …

AVeCQ: Anonymous Verifiable Crowdsourcing with Worker Qualities

V Koutsos, S Damle, D Papadopoulos… - … on Dependable and …, 2024 - ieeexplore.ieee.org
In crowdsourcing systems, requesters publish tasks, and interested workers provide
answers to get rewards. Worker anonymity motivates participation since it protects their …

Incentivizing the workers for truth discovery in crowdsourcing with copiers

L Jiang, X Niu, J Xu, D Yang… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
Crowdsourcing has become an efficient paradigm for performing large scale tasks. Truth
discovery and incentive mechanism are fundamentally important for the crowdsourcing …

Privacy-preserving and verifiable online crowdsourcing with worker updates

X Zhang, X Chen, H Yan, Y Xiang - Information Sciences, 2021 - Elsevier
As a novel problem-solving paradigm, crowdsourcing has been emerged aiming at
performing truthful data aggregation and addressing problems that are hard for one …