AI in Financial Services: Revolutionizing Fraud Detection and Risk Management
DOI:
https://doi.org/10.32628/CSEIT25112354Keywords:
Artificial Intelligence, Financial Security, Fraud Detection, Regulatory Compliance, Risk ManagementAbstract
This comprehensive article examines the transformative impact of artificial intelligence and machine learning technologies on financial institutions' approaches to fraud detection, risk management, and regulatory compliance. The article explores how cloud-powered AI solutions are revolutionizing security measures and operational efficiency in the financial sector. From advanced fraud detection systems to automated regulatory compliance, the article demonstrates how AI-driven solutions are enabling financial organizations to enhance their security posture while streamlining operations. The article covers the evolution of financial security systems, core components of AI-driven security, technical implementation considerations, and regulatory compliance integration, concluding with an examination of emerging trends shaping the future of AI-powered financial security.
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References
IBM Insights, "2024 Global Outlook for Banking and Financial Markets," IBM Institute for Business Value, 2024. [Online]. Available: https://www.ibm.com/thought-leadership/institute-business-value/en-us/report/2024-banking-financial-markets-outlook
Pelin Yildirim Taser, et al., "Machine Learning Applications for Fraud Detection in Finance Sector," Machine Learning with Applications, 2022. [Online]. Available: https://www.researchgate.net/publication/360765938_Machine_Learning_Applications_for_Fraud_Detection_in_Finance_Sector
Fraudio Technical Insights, "The Evolution of Fraud Detection Systems," 2023. [Online]. Available: https://www.fraudio.com/blog/the-evolution-of-fraud-detection-systems
Abraham Okandeji Omokanye, et al., "AI-powered financial crime prevention with cybersecurity, IT, and data science in modern banking," International Journal of Science and Research Archive, 2024. [Online]. Available: https://ijsra.net/sites/default/files/IJSRA-2024-2143.pdf
Haya saleh alrafi, et al., "The impact of AI-based cyber security on the banking and financial sectors," Journal of Cybersecurity and Information Management, 2024. [Online]. Available: https://americaspg.com/article/pdf/2835
Muhammad RIfqi Yudi Hidayat, "The Impact of Artificial Intelligence (AI) on Financial Management," Researchgate, 2024. [Online]. Available: https://www.researchgate.net/publication/377958203_The_Impact_of_Artificial_Intelligence_AI_on_Financial_Management
Alexandru Iosup, et al., "Performance Analysis of Cloud Computing Services for Many-Tasks Scientific Computing," IEEE Transactions on Parallel and Distributed Systems, 2011. [Online]. Available: https://www.researchgate.net/publication/224221699_Performance_Analysis_of_Cloud_Computing_Services_for_Many-Tasks_Scientific_Computing
Sanjeewa Ratnayake, "A COMPREHENSIVE REVIEW OF AI-DRIVEN OPTIMIZATION, RESOURCE MANAGEMENT, AND SECURITY IN CLOUD COMPUTING ENVIRONMENTS," International Journal of Sustainable Strategic Management, 2024. [Online]. Available: https://www.researchgate.net/publication/386250503_A_COMPREHENSIVE_REVIEW_OF_AI-DRIVEN_OPTIMIZATION_RESOURCE_MANAGEMENT_AND_SECURITY_IN_CLOUD_COMPUTING_ENVIRONMENTS
Teja Reddy Gatla, "AI-driven Regulatory Compliance for Financial Institutions: Examining How AI Can Assist in Monitoring and Complying With Ever-changing Financial Regulations," IJCRT, 2024. [Online]. Available: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4856649
Anjani Kumar, et al., "AI: The New Way of Doing KYC and AML," Infosys Knowledge Institute, 2021. [Online]. Available: https://www.infosys.com/iki/perspectives/anti-money-laundering.html
Michael Abramov, "The Future of Finance: Exploring Emerging Applications of AI," Keymakr Financial Technology Insights, 2024. [Online]. Available: https://keymakr.com/blog/the-future-of-finance-exploring-emerging-applications-of-ai/
Dena De Angelo, "Banking on AI to Defend the Financial Services Sector," Palo Alto Networks Security Research, 2024. [Online]. Available: https://www.paloaltonetworks.com/blog/2024/10/banking-on-ai-to-defend-the-financial-services-sector/
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