Risks and Challenges of AI-Driven Finance: Bias, Ethics, and Security

Risks and Challenges of AI-Driven Finance: Bias, Ethics, and Security

Siraj Kariyilaparambu Kunjumuhammed, Hisham Madi, Mahmoud Abouraia
Release Date: August, 2024|Copyright: © 2024 |Pages: 391
DOI: 10.4018/979-8-3693-2185-0
ISBN13: 9798369321850|ISBN13 Softcover: 9798369350553|EISBN13: 9798369321867
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Description & Coverage
Description:

Integrating Artificial Intelligence (AI) presents immense opportunities and daunting challenges in the rapidly evolving finance landscape as AI-driven algorithms and models revolutionize decision-making and enhance efficiency, concerns about bias, ethics, and security loom. Financial institutions must navigate these complexities responsibly while leveraging AI's potential to innovate and thrive.

Risks and Challenges of AI-Driven Finance: Bias, Ethics, and Security guides this dynamic environment. Written for professionals, researchers, policymakers, and students, this book comprehensively explores AI's impact on finance. It delves into the intricacies of bias in algorithms, ethical frameworks, cybersecurity, and regulatory compliance, offering actionable insights to address these critical issues.

Through detailed analysis, real-world examples, and strategic mitigation strategies, this book equips readers with the knowledge and tools necessary to embrace AI in finance responsibly. It encourages a shift towards ethical AI adoption, ensuring that financial institutions not only reap the benefits of AI but also uphold principles of fairness, transparency, and security. Join the journey to a future where AI transforms finance positively and ethically.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Accountability of Responsibility
  • Bias in AI-Driven Finance
  • Case Studies in Security Breaches
  • Cybersecurity in AI Finance
  • Data Privacy of Protection
  • Ethical Considerations and Dilemmas
  • Future Trends of Implications
  • Key AI Technologies in Finance
  • Mitigating Risks of Challenges
  • Regulatory of Compliance Issues
  • Security Challenges
  • Strategies for Bias Mitigation
  • The Role of Regulators of Policymakers
  • Transparency of Explainability
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Editor/Author Biographies
Siraj K.K is Assistant Professor in Finance at Modern College of Business and Science, Sultanate of Oman. He holds a Ph.D. in finance from Cochin University of Science and Technology (CUSAT), MBA and MCom in Finance from Mahatma Gandhi University, India. He is also empaneled as an External Reviewer at Oman Academic Accreditation Authority and Quality Assurance of Education (OAAAQA). He is a Certified Lead Auditor (ISO 9001:2015) and a Certified Risk Professional (ISO 22301: 2012, ISO 27001:2013 & ISO 31000:2018). He has over 16 years of academic and industry experience. He was Head of Department – Business Studies in College of Technology, Ibra (University of Technology and Applied Science), a faculty member in the Department of Business Studies at the University of Technology and Applied Science (UTAS – Muscat), and Management Consultant in Global Services in the Sultanate of Oman.
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