security
What It Means
Security is how well your AI systems protect data and resist attacks or unauthorized access. It encompasses both preventing bad actors from stealing or manipulating your information and ensuring only the right people can access specific data based on their authorization level.
Why Chief AI Officers Care
Poor AI security can expose sensitive customer data, lead to model theft, or allow attackers to manipulate AI outputs, resulting in regulatory fines, lost customer trust, and competitive disadvantage. Security breaches in AI systems can be particularly damaging because they may go undetected longer and affect decision-making across the entire organization.
Real-World Example
A healthcare AI system that analyzes patient records must ensure doctors can access relevant patient data for treatment decisions, while preventing unauthorized staff from viewing sensitive information and protecting against hackers who might try to steal medical records or manipulate diagnostic recommendations.
Common Confusion
People often think security is just about keeping hackers out, but it's equally about controlling who inside the organization can access what data and ensuring the AI system itself hasn't been compromised or manipulated to produce incorrect results.
Industry-Specific Applications
See how this term applies to healthcare, finance, manufacturing, government, tech, and insurance.
Healthcare: In healthcare AI, security is critical for protecting patient health information (PHI) and ensuring AI systems meet HIPA...
Finance: In finance, AI security requires protecting sensitive financial data, transaction records, and customer information from...
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Includes:
- 6 industry-specific applications
- Relevant regulations by sector
- Real compliance scenarios
- Implementation guidance
Technical Definitions
NISTNational Institute of Standards and Technology
"resistance to intentional, unauthorized act(s) designed to cause harm or damage to a system"Source: ISO/IEC_TS_5723:2022(en)
"degree to which a product or system (3.38) protects information (3.20) and data (3.11) so that persons or other products or systems have the degree of data access appropriate to their types and levels of authorization"Source: aime_measurement_2022, citing ISO/IEC TR 24029-1
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