Page 260 - Cyber Defense eMagazine August 2024

(Algorithmic Accountability Act), H.R. 3220 Deep Fakes Accountability Act), European Union's
Artificial Intelligence Act are few of the recent regulations.
5. Continuous Improvement and Enablement - With the continuous evolution of AI processes and
models, the security of the AI ecosystem is a journey. A significant attempt must be made to
frequently provide cybersecurity training to not only the data scientist and engineers but also
developers and operations team building and supporting AI applications.
6. Balanced Scorecard based approach for CISOs - CISOs are now being invited to boardroom
discussions to share their cybersecurity vision and align it with business priorities. A metrics driven
based balanced scorecard solution (How CISOs Can Take Advantage of the Balanced Scorecard
Method), provides a holistic approach to protect enterprise assets from malicious threats. A
balanced scorecard-based cybersecurity strategy map can reduce business risks, increase
productivity, enhance customer trust, and help enterprises grow without the fear of a data breach.

To summarize, it's critical to safeguard data and assets by compartmentalizing AI operations and
adopting a metrics driven approach. A balance between harnessing AI’s power and addressing its data
security and ethical implications is crucial for a sustainable business solution.

References-

[1] https://blogs.nvidia.com/blog/ai-security-steps/

[2] https://www.leewayhertz.com/ai-model-security/

[3] https://www.hpe.com/in/en/what-is/ai-security.html

[4]https://www.securityweek.com/major-organizations-using-hugging-face-ai-tools-put-at-risk-by-leaked-
api-tokens/

[5] https://www.wired.com/story/chatgpt-prompt-injection-attack-security/

[6] https://www.computer.org/csdl/magazine/co/2022/02/09714079/1AZLiSNNvIk

[7] https://snyk.io/series/ai-security/ai-bill-of-materials-aibom/

[8] https://github.com/jasebell/ai-bill-of-materials

[9]https://www.techtarget.com/searchenterpriseai/feature/AI-regulation-What-businesses-need-to-know

Cyber Defense eMagazine – August 2024 Edition 260
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