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After the Blog Episode 18: The Cybersecurity Bell Curve and Generative AI

Needful Things

The Cybersecurity Bell Curve is an invaluable framework especially when it comes to securing Generative AI applications. As these applications become increasingly vital in various sectors, ensuring their security is paramount. The Bell Curve illustrates the importance of adopting a comprehensive approach to cybersecurity, starting with basic security hygiene. This foundational layer is crucial for protecting against 98% of attacks, making it an excellent starting point for any security strategy.

Generative AI applications, due to their complex nature and extensive data requirements, are particularly susceptible to a variety of cyber threats. By adhering to the principles outlined in the Cybersecurity Bell Curve, organizations can create a robust defense system. Implementing multifactor authentication, applying the principle of least privilege access, keeping systems up to date, utilizing antimalware solutions, and protecting data are all essential practices that form the bedrock of securing such sophisticated applications.

Key Points

Basic Security Hygiene Protects against 98% of attacks.

Includes the following practices:

  • Enable multifactor authentication

  • Apply least privilege access

  • Keep systems up to date

  • Utilize antimalware solutions

  • Protect data

Multifactor Authentication

Make it harder for attackers to use stolen credentials by enabling multifactor authentication. Authentication and authorization should consider user identity, location, device health, service, data classification, and anomalies.

Least Privilege Access

Prevent attackers from spreading by applying least privilege access principles. This limits user access with just-in-time and just-enough-access policies, risk-based adaptive policies, and data protection.

Keeping Systems Up to Date

Mitigate software vulnerabilities by ensuring devices, infrastructure, and applications are updated and correctly configured. Endpoint management solutions help enforce these policies.

Antimalware Solutions

Stop malware attacks by installing and enabling antimalware solutions on endpoints and devices. Cloud-connected services provide the most current detection capabilities.

Data Protection

Know where sensitive data is stored and who has access. Implement information protection best practices like sensitivity labels and data loss prevention policies.

Importance of Security Basics

Getting the basics right is crucial for protecting against 98% of attacks. Basic practices include:

  • Using multifactor authentication

  • Applying least privilege access

  • Keeping software and infrastructure up-to-date

  • Using anti malware

  • Protecting data

These basics are essential since attackers often exploit low-hanging fruit and easy targets. While focusing on securing Gen AI applications, it's vital to ensure the foundational security practices are in place.


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