CYBERSECURITY AND DATA PRIVACY IN FINANCIAL SERVICES: ANALYZE THE USE OF BIG DATA ANALYTICS AND ARTIFICIAL INTELLIGENCE FOR DETECTING AND PREVENTING CYBER THREATS, PROTECTING SENSITIVE FINANCIAL DATA, AND ENSURING COMPLIANCE WITH DATA PRIVACY REGULATIONS IN THE FINANCIAL SERVICES INDUSTRY
Abstract
In the realm of cybersecurity and data privacy within financial services, leveraging big data analytics and artificial intelligence (AI) is crucial for detecting, preventing, and mitigating cyber threats. These technologies enhance proactive defense mechanisms, safeguard sensitive financial data, and ensure compliance with data privacy regulations like GDPR and CCPA. Implementation of advanced analytics and AI solutions fortifies cybersecurity posture, protects financial data, and fosters regulatory adherence in the financial services industry.
Keyword : Cybersecurity; Data Privacy; Financial Services; Big Data Analytics, Artificial Intelligence.
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
[1] Casillo, Mario, Liliana Cecere, Francesco Colace, Angelo Lorusso, and Domenico Santaniello. 2024. "Integrating the Internet of Things (IoT) in SPA Medicine: Innovations and Challenges in Digital Wellness." Computers 13 (3): 67. doi: https://doi.org/10.3390/computers13030067. https://www.proquest.com/scholarly-journals/integrating-internet-things-iot-spa-medicine/docview/2989395881/se-2. [2] Demertzi, Vasiliki, Stavros Demertzis, and Konstantinos Demertzis. 2023. "An Overview of Privacy Dimensions on the Industrial Internet of Things (IIoT)." Algorithms 16 (8): 378. doi:https://doi.org/10.3390/a16080378. https://www.proquest.com/scholarly-journals/overview-privacy-dimensions-on-industrial/docview/2856753566/se-2. [3] Faccia, Alessio. 2023. "National Payment Switches and the Power of Cognitive Computing Against Fintech Fraud." Big Data and Cognitive Computing 7 (2): 76. doi: https://doi.org/10.3390/bdcc7020076. https://www.proquest.com/scholarly-journals/national-payment-switches-power-cognitive/docview/2829699545/se-2. [4] Mircea Constantin Șcheau, Mihail Rangu Călin, Vasile Popescu Florin, and Daniel Mihail Leu. 2022. "Key Pillars for FinTech and Cybersecurity." Acta Universitatis Danubius.Oeconomica 18 (1). https://www.proquest.com/scholarly-journals/key-pillars-fintech-cybersecurity/docview/2769349027/se-2. [5] PDF. 2024. "Prominent Security Vulnerabilities in Cloud Computing." International Journal of Advanced Computer Science and Applications 15 (2). doi: https://doi.org/10.14569/IJACSA.2024.0150281. https://www.proquest.com/scholarly-journals/prominent-security-vulnerabilities-cloud/docview/2992551149/se-2. [6] Ribas Monteiro, Luiz Fernando, Yuri R. Rodrigues, and de Souza A C Zambroni. 2023. "Cybersecurity in Cyber–Physical Power Systems." Energies 16 (12): 4556. doi: https://doi.org/10.3390/en16124556. https://www.proquest.com/scholarly-journals/cybersecurity-cyber-physical-power-systems/docview/2829799885/se-2. [7] Sampaio, Silvio, Patricia R. Sousa, Cristina Martins, Ana Ferreira, Luís Antunes, and Ricardo Cruz-Correia. 2023. "Collecting, Processing and Secondary using Personal and (Pseudo)Anonymized Data in Smart Cities." Applied Sciences 13 (6): 3830. doi: https://doi.org/10.3390/app13063830. https://www.proquest.com/scholarly-journals/collecting-processing-secondary-using-personal/docview/2791584925/se-2. [8] Villegas-Ch, William, Jaime Govea, and Iv Ortiz-Garces. 2024. "Developing a Cybersecurity Training Environment through the Integration of OpenAI and AWS." Applied Sciences 14 (2):679. doi: https://doi.org/10.3390/app14020679. https://www.proquest.com/scholarly-journals/developing-cybersecurity-training-environment/docview/2918559767/se-2. [9] Dr.S.Thanga Ramya, et al, Secure forensic data transmission system in cloud database using fuzzy based butterfly optimization and modified ECC, Transactions on emerging telecommunications technologies, Vol.33June 2022, https://doi.org/10.1002/ett.4558 [10] Dr.S.Thanga Ramya, et al, Hybrid Cloud Data Protection Using Machine Learning Approach, Advanced Soft Computing Techniques in Data Science, IoT and Cloud Computing (Springer),Nov 2021, Vol 89, 151-166, DOI: 10.1007/978-3-030-75657-4_7. [11] Dr.S.Thanga Ramya, et al, Memory and Time aware Automated Job Ontology Construction with reduced Ontology Size Based Semantic Similarity, Journal of Xi’an Shiyou University, Natural [12] Dr.S.Thanga Ramya, et al, Modified Mackenzie Equation and CVOA Algorithm Reduces Delay in UASN, Computer Systems Science and Engineering, Vol.41, No.2, 2022, pp.829-847, 829-847, doi:10.32604/csse.2022.020307. [13] Dr.S.Thanga Ramya, et al, Roadmap to Biomedical Image Segmentation and Processing – Background and Approaches, Design Engineering, 2021, Issue: 7, 8491 – 8504, 8491 – 8504, 0011-9342. [14] Dr.S.Thanga Ramya, et al, Smart Supermarket Billing Automation System based on barcode recognition using canny Edge detection, Annals of R.S.C.B, 2021,Vol. 25, Issue 4, 19139-19143, ISSN:1583-6258. [15] Dr.S.Thanga Ramya, et al, Enhanced Features based Private Virtual Card, Annals of R.S.C.B, 2021,Vol. 25, Issue 4, 17867 - 17872, ISSN:1583-6258. [16] Dr.S.Thanga Ramya, et al, IOT Based an Efficient Image Processing Algorithm for Capture Image in Museum using Localization Service for user Involvement, Revistageintec-gestaoinovacao e tecnologias (Management, Innovation and Technologies) Online, Vol. 11 No. 2 (2021), 2322-2331, ISSN: 2237-0722. [17] Dr.S.Thanga Ramya, et al, Private virtual card as additional security, Elementary Education Online, 2021; Vol 20 (Issue 5), 7341-734. [18] Dr.S.Thanga Ramya, et al, Deep Learning Driven Image Segmentation in Medical Science - An Intense Learning, Solid State Technology, 2021 Volume: 64 Issue: 2, 1725-1734. [19] Dr.S.Thanga Ramya, et al, Software Defined Networking: A Paradigm Shift in Networking for Future, Emerging Trends and Applications., International Journal of Applied Engineering Research., Volume 13, Number 18 (2018) , pp.13475 – 13481., ISSN 0973 – 4562. [20] Dr.S.Thanga Ramya, et al, Novel Effective X-Path Particle Swarm Extraction based Retrieval for Deprived Videos, Springer Cluster computing, Online: Oct 2017, , 1573-7543. [21] Dr.S.Thanga Ramya, et al, Xml Based Approach For Object Oriented Medical Video Retrieval Using Neural Networks, Journal Of Medical Imaging And Health Information, VOL.6., (2016), pp.1-8, 2156-7018. [22] Dr.S.Thanga Ramya, et al, Knowledge based methods for video data retrieval, International Journal of Computer Science & Information Technology, October 2011 Vol.3, no.5 , pp.165-172, 0975-4660. [23] Dr.S.Thanga Ramya, et al, Person identification using OODB- A fuzzy logic approach, i-manager’s Journal on Software Engineering, Vol. 3l, pp 32-42, 0973-5151. [24] Pillai, S. R., & Chithirai, P. S. M. (2019). Collision avoidance mechanism in vehicles using neural networks. Proceedings of the International Conference on Smart Systems and Inventive Technology, ICSSIT 2018, 76-81. https://doi.org/10.1109/ICSSIT.2018.8748689 [25] Ramaswamy Pillai, S., Reddy Madara, S., & Pon Selvan, C. (2019). Prediction of kerf width and surface roughness in waterjet cutting using neural networks. In Journal of Physics: Conference Series (Vol. 1276). https://doi.org/10.1088/1742-6596/1276/1/012011 [26] Pillai, S. R., Pon Selvan, C., & Madara, S. R. (2019). Design of PID control to improve efficiency of suspension system in electric vehicles. In Proceedings of 2019 International Conference on Computational Intelligence and Knowledge Economy, ICCIKE 2019 (pp. 570-575). https://doi.org/10.1109/ICCIKE47802.2019.9004322. [27] Chithirai Pon Selvan, M., Midhunchakkaravarthy, D., Senanayake, R., Ramaswamy Pillai, S., & Reddy Madara, S. (2020). A mathematical modelling of abrasive waterjet machining on Ti-6Al-4V using artificial neural network. Materials Today: Proceedings, 28, 538-544. https://doi.org/10.1016/j.matpr.2019.12.215 [28] Madara, S. R., Pillai, S. R., Chithirai Pon Selvan, M., & Van Heirle, J. (2021). Modelling of surface roughness in abrasive waterjet cutting of Kevlar 49 composite using artificial neural network. Materials Today: Proceedings, 46, 1-8. https://doi.org/10.1016/j.matpr.2020.02.868. [29] Suresh, A. B., Selvan, C. P., Vinayaka, N., et al. (2024). Computational investigations of aluminum-based airfoil profiles of helical shaped vertical axis wind turbines suitable for friction stir joining and processing. International Journal on Interactive Design and Manufacturing, 18(1), 1491–1506. https://doi.org/10.1007/s12008-022-01181-9 [30] Shivalingaiah, K., Nagarajaiah, V., Selvan, C. P., Kariappa, S. T., Chandrashekarappa, N. G., Lakshmikanthan, A., Chandrashekarappa, M. P. G., & Linul, E. (2022). Stir casting process analysis and optimization for better properties in Al-MWCNT-GR-based hybrid composites. Metals, 12(1297). https://doi.org/10.3390/met12081297 [31] Shankar, V. K., Lakshmikanthan, A., Selvan, C. P., et al. (2023). Prediction of transient temperature at bit-rock interface using numerical modelling approach and optimization. International Journal on Interactive Design and Manufacturing. https://doi.org/10.1007/s12008-023-01543-x [32] Kumar, S., Lakshmikanthan, A., Selvan, C. P., et al. (2023). Effect of interlock angle and bottom die flange diameter on clinching joint load bearing capacity in cross-tensile loading. *International Journal on Interactive Design and Manufacturing, 17*(1), 2209–2220. https://doi.org/10.1007/s12008-022-00955-5 [33] Nagarajan Thiyaneshwaran, Chithirai Pon Selvan, Lakshmikanthan, A., Sivaprasad, K., & Ravisankar, B. (2021). Comparison based on specific strength and density of in-situ Ti/Al and Ti/Ni metal intermetallic laminates. Journal of Materials Research and Technology, 14, 1126-1136. https://doi.org/10.1016/j.jmrt.2021.06.102 [34] Minervini G, Franco R, Marrapodi MM, Di Blasio M, Ronsivalle V, Cicciù M. Children oral health and parents education status: a cross sectional study. BMC Oral Health. 2023 Oct 24;23(1):787. doi: 10.1186/s12903-023-03424-x. PMID: 37875845; PMCID: PMC10594879. https://www.scopus.com/record/display.uri?eid=2-s2.0-85174817824&origin=resultslist [35] Minervini G, Franco R, Marrapodi MM, Almeida LE, Ronsivalle V, Cicciù M. Prevalence of temporomandibular disorders (TMD) in obesity patients: A systematic review and meta-analysis. J Oral Rehabil. 2023 Dec;50(12):1544-1553. doi: 10.1111/joor.13573. Epub 2023 Aug 27. PMID: 37635375. https://www.scopus.com/record/display.uri?eid=2-s2.0-85168909924&origin=resultslist [36] Minervini G, Franco R, Marrapodi MM, Di Blasio M, Isola G, Cicciù M. Conservative treatment of temporomandibular joint condylar fractures: A systematic review conducted according to PRISMA guidelines and the Cochrane Handbook for Systematic Reviews of Interventions. J Oral Rehabil. 2023 Sep;50(9):886-893. doi: 10.1111/joor.13497. Epub 2023 May 24. PMID: 37191365. https://www.scopus.com/record/display.uri?eid=2-s2.0-85160102823&origin=resultslist [37] Minervini G, Franco R, Marrapodi MM, Fiorillo L, Cervino G, Cicciù M. The association between parent education level, oral health, and oral-related sleep disturbance. An observational crosssectional study. Eur J Paediatr Dent. 2023 Sep 1;24(3):218-223. doi: 10.23804/ejpd.2023.1910. PMID: 37668455. https://www.scopus.com/record/display.uri?eid=2-s2.0-85169847956&origin=resultslist [38] Minervini G, Franco R, Marrapodi MM, Fiorillo L, Cervino G, Cicciù M. Post-traumatic stress, prevalence of temporomandibular disorders in war veterans: Systematic review with meta-analysis. J Oral Rehabil. 2023 Oct;50(10):1101-1109. doi: 10.1111/joor.13535. Epub 2023 Jun 23. PMID: 37300526. https://www.scopus.com/record/display.uri?eid=2-s2.0-85169847956&origin=resultslist [39] Di Stasio D, Romano A, Paparella RS, Gentile C, Serpico R, Minervini G, Candotto V, Laino L. How social media meet patients’ questions: YouTube™ review for mouth sores in children. J Biol Regul Homeost Agents. 2018 Jan-Feb;32(2 Suppl. 1):117-121. PMID: 29460528. https://www.scopus.com/record/display.uri?eid=2-s2.0-85042328325&origin=resultslist [40] Di Stasio D, Lauritano D, Romano A, Salerno C, Minervini G, Minervini G, Gentile E, Serpico R, Lucchese A. IN VIVO CHARACTERIZATION OF ORAL PEMPHIGUS VULGARIS BY OPTICAL COHERENCE TOMOGRAPHY. J Biol Regul Homeost Agents. 2015 Jul-Sep;29(3 Suppl 1):39-41. PMID: 26511179. https://www.scopus.com/record/display.uri?eid=2-s2.0-84992222066&origin=resultslist [41] Di Stasio D, Lauritano D, Gritti P, Migliozzi R, Maio C, Minervini G, Petruzzi M, Serpico R, Candotto V, Lucchese A. Psychiatric disorders in oral lichen planus: a preliminary case control study. J Biol Regul Homeost Agents. 2018 Jan-Feb;32(2 Suppl. 1):97-100. PMID: 29460524. https://www.scopus.com/record/display.uri?eid=2-s2.0-85042256369&origin=resultslist [42] Lucchese A, Dolci A, Minervini G, Salerno C, DI Stasio D, Minervini G, Laino L, Silvestre F, Serpico R. Vulvovaginal gingival lichen planus: report of two cases and review of literature. Oral Implantol (Rome). 2016 Nov 13;9(2):54-60. doi: 10.11138/orl/2016.9.2.054. PMID: 28042431; PMCID: PMC5159910. https://www.scopus.com/record/display.uri?eid=2-s2.0-84995923599&orig in=resultslist [43] Di Stasio D, Romano A, Gentile C, Maio C, Lucchese A, Serpico R, Paparella R, Minervini G, Candotto V, Laino L. Systemic and topical photodynamic therapy (PDT) on oral mucosa lesions: an overview. J Biol Regul Homeost Agents. 2018 Jan-Feb;32(2 Suppl. 1):123-126. PMID: 29460529. https://www.scopus.com/record/display.uri?eid=2-s2.0-85042255902&origin=resultslist [44] Trasca, T. I., Ocnean, M., Gherman, R., Lile, R. A., Balan, I. M., Brad, I., ... & Firu Negoescu, G. A. (2024). Synergy between the Waste of Natural Resources and Food Waste Related to Meat Consumption in Romania. Agriculture, 14(4), 644. [45] Balan, I. M., Gherman, E. D., Gherman, R., Brad, I., Pascalau, R., Popescu, G., & Trasca, T. I. (2022). Sustainable nutrition for increased food security related to romanian consumers’ behavior. Nutrients, 14(22), 4892. [46] Balan, I. M., Gherman, E. D., Brad, I., Gherman, R., Horablaga, A., & Trasca, T. I. (2022). Metabolic Food Waste as Food Insecurity Factor—Causes and Preventions. Foods, 11(15), 2179. [47] Balan, I. M., Popescu, A. C., Iancu, T., Popescu, G., & Tulcan, C. (2020). Food safety versus food security in a world of famine. Food Safety Versus Food Security in a World of Famine. Journal of Advanced Research in Social Sciences and Humanities, 5(1), 20-30. [48] Salasan, C., & Balan, I. M. (2022). The environmentally acceptable damage and the future of the EU's rural development policy. In Economics and Engineering of Unpredictable Events (pp. 49-56). Routledge. [49] Lile, R., Constantinescu, S. C., Durau, C. C., Ocnean, M., & Balan, I. M. (2016). RESEARCH ON AQUACULTURE IN ROMANIA OVER THE PAST DECADE-QUALITY AND DYNAMICS. In 3rd International Multidisciplinary Scientific Conference on Social Sciences and Arts SGEM 2016 (pp. 1005-1012). [50] Balan, I. M., Chis, S. S., Constantinescu, S. C., Ciolac, R. M., Sicoe-Murg, O. M., & Chis, S. (2016). Romanian imports evolution of fish and fish products according to quality classes. Journal of Biotechnology, (231), S101. [51] Cornelia, P., Ioana, B., Petroman, I., DORA, O. M., Băneș, A., Trifu, C., & Diana, M. (2009). Național grading of quality of beef and veal carcasses in Romania acconrding to EUROP sistem. Food Journal of Agriculture & Enviroment science and technology, 7(3&), 4. [52] Sălășan, C., & Bălan, I. (2014). Suitability of a quality management approach within the public agricultural advisory services. Quality-Access to Success, 15(140), 81-84. [53] BALANCE OF RED MEAT IN ROMANIA - ACHIEVEMENTS AND PERSPECTIVES https://www.webofscience.com/wos/woscc/full-record/WOS:000385997200048 Nicoleta MATEOC SIRB, Paun Ion OTIMAN, Teodor MATEOC, Cosmin SALASAN, Ioana ... FROM MANAGEMENT OF CRISIS TO MANAGEMENT IN A TIME OF CRISIS