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Almutairi, Saeed Mulawwah H
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Automotive Engineering Computer Science & IT Control & Systems Engineering Engineering Industrial & Manufacturing Engineering Materials Science & Nanotechnology

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How Artificial Intelligence Can Protect Financial Institutions From Malware Attacks Almutairi, Saeed Mulawwah H
International Journal on Orange Technologies Vol. 5 No. 5 (2023): International Journal on Orange Technologies
Publisher : Research Parks Publishing LLC

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31149/ijot.v5i5.4427

Abstract

The objective of this study is to examine the potential of artificial intelligence (AI) to enhance the security posture of financial institutions against malware attacks. The study identifies the current trends of malware attacks in the banking sector, assesses the various forms of malware and their impact on financial institutions, and analyzes the relevant security features of AI. The findings suggest that financial institutions must implement robust cybersecurity measures to protect against various forms of malware attacks, including ransomware attacks, phishing attacks, mobile malware attacks, APTs, and insider threats. The study recommends that financial institutions invest in AI-based security systems to improve security features and automate security tasks. To ensure the reliability and security of AI systems, it is essential to incorporate relevant security features such as explain ability, privacy, anomaly detection, intrusion detection, and data validation. The study highlights the importance of incorporating explainable AI (XAI) to enable users to understand the reasoning behind the AI's decisions and actions, identify potential security threats and vulnerabilities in the AI system, and ensure that the system operates ethically and transparently. The study also recommends incorporating privacy-enhancing technologies (PETs) into AI systems to protect user data from unauthorized access and use. Finally, the study recommends incorporating robust security measures such as anomaly detection and intrusion detection to protect against adversarial attacks and data validation and integrity checks to protect against data poisoning attacks. Overall, this study provides insights for decision-makers in implementing effective cybersecurity strategies to protect financial institutions from malware attacks.
The Digital Transformation Benefits and Comparison Between the Current and Past For Absher Platform and Elm Almutairi, Saeed Mulawwah H
International Journal on Orange Technologies Vol. 5 No. 5 (2023): International Journal on Orange Technologies
Publisher : Research Parks Publishing LLC

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31149/ijot.v5i5.4440

Abstract

This research paper analyzes the current state of digital transformation in Saudi Arabia, focusing on the evaluation of progress and identification of areas for improvement. A conceptual analysis approach is used, examining the benefits of digital transformation, and conducting a comparative analysis of the Absher and ELM platforms. Data from academic databases, industry reports, and official documents is synthesized using thematic analysis. The findings highlight the need for key recommendations to advance digital transformation in Saudi Arabia. The main recommendations include strengthening privacy and security measures for platforms like Absher, improving user experience by streamlining processes and enhancing interfaces, bridging the digital divide through infrastructure development in rural and low-income areas, and fostering collaboration among government entities, private organizations, and technology providers. Additionally, enhancing digital skills and literacy through training programs for citizens, businesses, and government employees is essential. Continuous evaluation and updating of strategies, promoting transparency and accountability in the development and delivery of digital services, and fostering an innovation-friendly environment are also crucial. Implementing these recommendations will propel Saudi Arabia's digital transformation, ensuring privacy, improving user experience, reducing the digital divide, fostering collaboration, enhancing digital skills, and embracing innovation. These efforts will position the country as a leader in the global digital economy.
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