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This is a Systematic Review study.

Enhancing financial information security through advanced predictive analytics: A PRISMA based systematic review

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Systematic review highlights predictive analytics' role in cyber threat detection, suggesting improved data protection strategies.

Advanced predictive analytics enhances financial information security by improving fraud detection and risk assessment.
The review encompasses insights from 555 studies, revealing promising applications of AI and ML in cybersecurity.
Despite advancements, challenges involving data privacy regulations like GDPR and CCPA persist, underscoring the need for robust models.
Future improvements may leverage technologies like blockchain and privacy-preserving techniques to further bolster financial cybersecurity.

Hasan et al. (2025) studied this question.

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