• Corpus ID: 246035329

Mitigating Misinformation Spread on Blockchain Enabled Social Media Networks

@article{Luo2022MitigatingMS,
  title={Mitigating Misinformation Spread on Blockchain Enabled Social Media Networks},
  author={Rui Luo and Vikram Krishnamurthy},
  journal={ArXiv},
  year={2022},
  volume={abs/2201.07076}
}
The paper develops a blockchain protocol for a social media network (BE-SMN) to mitigate the spread of misinformation. BE-SMN is derived based on the information transmission-time distribution by modeling the misinformation transmission as double-spend attacks on blockchain. The misinformation distribution is then incorporated into the SIR (Susceptible, Infectious, or Recovered) model, which substitutes the single rate parameter in the traditional SIR model. Then, on a multi-community network… 

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References

SHOWING 1-10 OF 31 REFERENCES

Towards Trusted Social Networks with Blockchain Technology

A new paradigm for social networks embedded with the blockchain technology, which employs decentralized contracts to motivate trust networks as well as secure information exchange contract, is developed and a blockchain-based sequential algorithm is designed which utilizes virtual information credits for each peer-to-peer information exchange.

Fighting Fake News Propagation with Blockchains

A new blockchain system is postulate that overcomes the existing challenges and limits the spread of fake news across the network and can be extended beyond social networks to other online platforms.

Fake News Detection in Social Media using Blockchain

A way to detect fake news in social media is discussed using the advantages of Blockchain's peer-to-peer network concepts.

Stochastic modelling of blockchain consensus

A minimalistic stochastic model is proposed to understand the dynamics of blockchain-based consensus and a phase transition during the emergence of consensus is discovered, providing important insights into the consensus mechanism and sub-optimal states in decentralised systems.

Blockchain Network Propagation Mechanism Based on P4P Architecture

Simulation experiments show that the proposed propagation mechanism outperforms the original propagation mechanism of the blockchain network in terms of system overhead, rate of data success transmission, routing hops, and propagation delay.

Blockchain-based trusted computing in social network

  • Dongqi FuLiri Fang
  • Computer Science
    2016 2nd IEEE International Conference on Computer and Communications (ICCC)
  • 2016
This paper employs a better encryption algorithm from NTT Service Evolution Laboratory to enforce the “Decentralizing Privacy” and employs Proof-of-Credibility Score to improve the pervious system and analyzed attack situations.

Using Blockchain to Rein in the New Post-Truth World and Check the Spread of Fake News

A high-level overview of a blockchain-based framework for fake news prevention is proposed and the various design issues and consideration of such a Blockchain- based framework for tackling fake news are highlighted.

Blockchain Access Control Ecosystem for Big Data Security

This paper has developed a blockchain access control ecosystem that gives asset owners the sovereign right to effectively manage access control of large data sets and protect against data breaches.

BLOCKCHAIN DOUBLE-SPEND ATTACK DURATION

An exact expression for the distribution of time for counts from one Poisson process to exceed counts from another by some desired amount is derived and it is shown how it can be used to obtain efficient simulation estimators.