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2023 | OriginalPaper | Buchkapitel

Distributed Consensus Mechanism with Novelty Classification Using Proof of Immune Algorithm

verfasst von : S. Adarsh, V. S. Anoop, S. Asharaf

Erschienen in: International Conference on Innovative Computing and Communications

Verlag: Springer Nature Singapore

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Abstract

Peer-to-peer lending is an emerging financial domain enabling people to receive instant credit facilities without much complicated procedures and intermediaries. Many financial institutions are focusing on setting up peer-to-peer lending platforms to enable hassle-free credit facilities with transparency between lenders and borrowers. The trust and transparency for hassle-free settlement and addressing novelties is a major concern in this domain which is hindering the mainstream adoption of such lending platforms. The objective of this paper is to propose a trusted and transparent distributed ledger approach using blockchain technology for setting up peer-to-peer lending platforms. The proposed approach creates cryptographically secured transactions stored over a publicly verifiable immutable ledger, which ensures credibility and auditability to investors and borrowers on every aspect of security. Proof of Immune Algorithm was proposed by leveraging the potential dendritic cell algorithm mimicking human immune system to provide consensus among peers involved in the lending process to enable trust.

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Literatur
1.
Zurück zum Zitat Bachmann A et al (2021) Online peer-to-peer lending-a literature review. J Internet Bank Commer 16(2):1 Bachmann A et al (2021) Online peer-to-peer lending-a literature review. J Internet Bank Commer 16(2):1
2.
Zurück zum Zitat Duarte J, Siegel S, Young L (2012) Trust and credit: the role of appearance in peer-to-peer lending. Rev Financ Stud 25(8):2455–2484 Duarte J, Siegel S, Young L (2012) Trust and credit: the role of appearance in peer-to-peer lending. Rev Financ Stud 25(8):2455–2484
3.
Zurück zum Zitat Nakamoto S (2008) Bitcoin: a peer-to-peer electronic cash system Nakamoto S (2008) Bitcoin: a peer-to-peer electronic cash system
4.
Zurück zum Zitat Swan M (2015) Blockchain: blueprint for a new economy. O’Reilly Media, Inc Swan M (2015) Blockchain: blueprint for a new economy. O’Reilly Media, Inc
5.
Zurück zum Zitat Asharaf S, Adarsh S (eds) Decentralized computing using blockchain technologies and smart contracts: emerging research and opportunities: emerging research and opportunities. IGI Global Asharaf S, Adarsh S (eds) Decentralized computing using blockchain technologies and smart contracts: emerging research and opportunities: emerging research and opportunities. IGI Global
6.
Zurück zum Zitat Baliga A (2017) Understanding blockchain consensus models. Persistent Baliga A (2017) Understanding blockchain consensus models. Persistent
7.
Zurück zum Zitat Julie G (2007) The dendritic cell algorithm. University of Nottingham, UK, Diss Julie G (2007) The dendritic cell algorithm. University of Nottingham, UK, Diss
8.
Zurück zum Zitat Greensmith J, Aickelin U (2008) The deterministic dendritic cell algorithm. In: International conference on artificial immune systems. Springer, Berlin Greensmith J, Aickelin U (2008) The deterministic dendritic cell algorithm. In: International conference on artificial immune systems. Springer, Berlin
9.
Zurück zum Zitat Matzinger P (2012) The evolution of the danger theory. Expert Rev Clin Immunol 8(4):311–317 Matzinger P (2012) The evolution of the danger theory. Expert Rev Clin Immunol 8(4):311–317
11.
Zurück zum Zitat Markou M, Singh S (2003) Novelty detection: a review-part 1: statistical approaches. Signal Process 83(12):2481–2497 Markou M, Singh S (2003) Novelty detection: a review-part 1: statistical approaches. Signal Process 83(12):2481–2497
12.
Zurück zum Zitat Markou M, Singh S (2003) Novelty detection: a review-part 2: neural network based approaches. Signal Process 83(12):2499–2521 Markou M, Singh S (2003) Novelty detection: a review-part 2: neural network based approaches. Signal Process 83(12):2499–2521
Metadaten
Titel
Distributed Consensus Mechanism with Novelty Classification Using Proof of Immune Algorithm
verfasst von
S. Adarsh
V. S. Anoop
S. Asharaf
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-2535-1_13

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