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Research Paper | Information Technology | United States of America | Volume 12 Issue 2, February 2023 | Popularity: 5.7 / 10

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Security is the Best Enabler and Blocker of AI Adoption

Laxminarayana Korada, Satyaveda Somepalli

Abstract: The adoption of artificial intelligence (AI) presents both opportunities and challenges, with security being a critical factor that can either enable or hinder success. This study explores the dual role of security in AI, emphasizing the need for robust measures to protect sensitive data, mitigate adversarial risks, and ensure proper access controls. This study highlights the security pitfalls in AI implementation, such as data poisoning, lack of encryption, and insufficient access control, and discusses the phases of AI implementation where security is crucial. Real-world examples illustrate the consequences of weak security, while the study also outlines best practices for securing AI systems, including the use of encryption, access control, and continuous monitoring. Additionally, this study examines the challenges of securing AI in public cloud and multi-cloud environments and emphasizes the importance of ongoing security services. The conclusion underscores the necessity of strong security frameworks to enable the successful adoption of AI while mitigating potential risks.

Keywords: Artificial intelligence (AI), security, data poisoning, encryption, access control, adversarial risks, cloud security, multi-cloud environments, continuous monitoring, AI adoption, cybersecurity, threat detection, vulnerability management, incident response

Edition: Volume 12 Issue 2, February 2023

Pages: 1759 - 1765

DOI: https://www.doi.org/10.21275/SR24919131620

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