A Comprehensive Study of Artificial Intelligence and Cybersecurity on Bitcoin, Crypto Currency and Banking System

被引:0
|
作者
Choithani T. [1 ]
Chowdhury A. [1 ]
Patel S. [1 ]
Patel P. [2 ]
Patel D. [3 ]
Shah M. [4 ]
机构
[1] Department of Computer Science and Engineering, Indus University, Gujarat, Ahmedabad
[2] Department of Electrical Engineering, Nirma University, Gujarat, Ahmedabad
[3] Department of Electronics and Communication Engineering, Nirma University, Gujarat, Ahmedabad
[4] Department of Chemical Engineering, School of Technology, Pandit Deendayal Energy University, Gujarat, Gandhinagar
关键词
Artificial Intelligence; Banking; Cybersecurity;
D O I
10.1007/s40745-022-00433-5
中图分类号
学科分类号
摘要
In recent years cryptocurrencies are emerging as a prime digital currency as an important asset and financial system is also emerging as an important aspect. To reduce the risk of investment and to predict price, trend, portfolio construction, and fraud detection some Artificial Intelligence techniques are required. The Paper discusses recent research in the field of AI techniques for cryptocurrency and Bitcoin which is the most popular cryptocurrency. AI and ML techniques such as SVM, ANN, LSTM, GRU, and much other related research work with cryptocurrency and Bitcoin have been reviewed and most relevant studies are discussed in the paper. Also highlighted some possible research opportunities and areas for better efficiency of the results. Recently in the past few years, artificial intelligence (AI) and cybersecurity have advanced expeditiously. Its implementation has been extensively useful in finance as well as has a crucial impact on markets, institutions, and legislation. It is making the world a better place. AI is responsible for the simulation of machines that are replicas of human beings and are intelligent enough. AI in finance is changing the way we communicate with money. It helps the financial industry streamline and optimize processes from credit judgments to quantitative analysis marketing and economic risk management. The main goal of this research has been investigating certain impacts of artificial intelligence in this contemporary world. It's centered on the appeal of artificial intelligence, confrontation, chances, and its influence on professions and careers. The research paper uses AI to enable banks to generate financial resources and to provide valuable customer services. The application of the growing Indian banking sector is part of everyday life made up of several banks like RBI, SBI, HDFC, etc. and these banks have digitally implemented using chat-bots that have brought benefits to the customers. © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
引用
收藏
页码:103 / 135
页数:32
相关论文
共 50 条
  • [31] Artificial intelligence in cerebral stroke images classification and segmentation: A comprehensive study
    Gourav Kumar Sharma
    Santosh Kumar
    Virender Ranga
    Mahendra Kumar Murmu
    Multimedia Tools and Applications, 2024, 83 : 43539 - 43575
  • [32] Artificial Intelligence in Kidney Disease: A Comprehensive Study and Directions for Future Research
    Wu, Chieh-Chen
    Islam, Md. Mohaimenul
    Poly, Tahmina Nasrin
    Weng, Yung-Ching
    DIAGNOSTICS, 2024, 14 (04)
  • [33] Retraction Note: A comprehensive study on artificial intelligence in oil and gas sector
    Devansh Gupta
    Manan Shah
    Environmental Science and Pollution Research, 2024, 31 (33) : 46115 - 46115
  • [34] Artificial intelligence in cerebral stroke images classification and segmentation: A comprehensive study
    Sharma, Gourav Kumar
    Kumar, Santosh
    Ranga, Virender
    Murmu, Mahendra Kumar
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (14) : 43539 - 43575
  • [35] A study of customer satisfaction in using banking services through Artificial Intelligence (AI) in India
    Shaikh, Asmat Ara
    Kumar, Arya
    Mishra, Apoorva
    Elahi, Yasir Arafat
    PUBLIC ADMINISTRATION AND POLICY-AN ASIA-PACIFIC JOURNAL, 2024, 27 (02): : 167 - 181
  • [36] A study on Artificial Intelligence and Machine Learning in Banking Sector with special reference to term loan
    Vainshnav, Surya Prakash
    Dave, Krishna Kant
    PACIFIC BUSINESS REVIEW INTERNATIONAL, 2022, 15 (03): : 34 - 53
  • [37] A comprehensive review of energy-efficiency of ventilation system using Artificial Intelligence
    Prince
    Hati, Ananda Shankar
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 146
  • [38] INTEGRATION OF ARTIFICIAL-INTELLIGENCE AND SIMULATION IN A COMPREHENSIVE DECISION-SUPPORT SYSTEM
    MOSER, JG
    SIMULATION, 1986, 47 (06) : 223 - 229
  • [39] Application of Comprehensive Artificial intelligence Retinal Expert (CARE) system: a national real-world evidence study
    Lin, Duoru
    Xiong, Jianhao
    Liu, Congxin
    Zhao, Lanqin
    Li, Zhongwen
    Yu, Shanshan
    Wu, Xiaohang
    Ge, Zongyuan
    Hu, Xinyue
    Wang, Bin
    Fu, Meng
    Zhao, Xin
    Wang, Xin
    Zhu, Yi
    Chen, Chuan
    Li, Tao
    Li, Yonghao
    Wei, Wenbin
    Zhao, Mingwei
    Li, Jianqiao
    Xu, Fan
    Ding, Lin
    Tan, Gang
    Xiang, Yi
    Hu, Yongcheng
    Zhang, Ping
    Han, Yu
    Li, Ji-Peng Olivia
    Wei, Lai
    Zhu, Pengzhi
    Liu, Yizhi
    Chen, Weirong
    Ting, Daniel S. W.
    Wong, Tien Y.
    Chen, Yuzhong
    Lin, Haotian
    LANCET DIGITAL HEALTH, 2021, 3 (08): : E486 - E495
  • [40] Artificial intelligence in HRM: An experimental study of an expert system
    Lawler, JJ
    Elliot, R
    JOURNAL OF MANAGEMENT, 1996, 22 (01) : 85 - 111