SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsThe human element remains one of the most targeted and vulnerable areas in cybersecurity.
The human element remains one of the most targeted and vulnerable areas in cybersecurity. As attackers continue shifting their tactics from targeting technology to targeting people, organizations are working hard to evolve how they secure the human element. The SANS Security Awareness & Culture Maturity Model offers a clear, structured framework to guide that evolution. It helps security teams benchmark their current program and provides a proven roadmap for building long-term impact and ultimately embedding a strong security culture.
First developed in 2011 by a community of over 200 security awareness and culture professionals, the SANS model has been used by security teams worldwide. Over the years, we have learned a great deal and are excited to announce a new version of the model. While the majority of the model remains the same, two key updates stand out:
Here’s a closer look at each stage:
The maturity model isn’t just a model—it’s a proven roadmap. Here’s how to put it into practice:
Use the Maturity Model Indicators Matrix (included in the SANS 2025 Security Awareness Report®) to benchmark where your program currently stands. Look at factors such as who is involved in your program, what risks are managed, who you partner with, and which outcomes are measured.
Progress one stage at a time. Jumping from compliance-focused to optimization is not practical or sustainable. Instead, identify structural, scope, or metrics changes required to move to the next stage. Changing behaviors organization-wide can happen within months, but embedding a strong security culture organization wide takes years.
To gain leadership support, position your efforts as part of the organization’s broader risk management strategy. Use data to identify top human risks and the behaviors that manage those risks. Determine what leadership cares about and align your initiatives with their priorities. For example, if leadership is focused on innovation, show how your efforts are enabling safe and secure adoption of Artificial Intelligence. If your leadership is focused on risk reduction, demonstrate how your efforts in creating a human sensor network is reducing attacker dwell time.
Culture change requires collaboration; it is a team effort. Partner with departments like HR, Communications, Operations, and Finance to gain their support and embed secure practices into daily processes such as procurement, onboarding, application development, and project management. Building partnerships really means building trust, and this means taking time to meet and listen to others.
People often ask me what they should measure. The answer is easy: measure what you care about. In the case of changing people’s behavior and ultimately building a strong security culture, that means measuring behaviors, attitudes, perceptions, and beliefs.
For behaviors, identify the behaviors that contribute to your greatest risks, then measure the people exhibiting those behaviors. Examples include:
For culture, measure what people think and feel about cybersecurity. Consider questions like:
The SANS Security Awareness & Culture Maturity Model provides you more than a way to categorize your security program—it enables strategic growth. By using it to guide your initiatives, communicate value to leadership, and build partnerships across departments, you can mature your program from reactive compliance to a proactive driver of organizational resilience.
A strong security culture is not built overnight. But with the right structure, support, and long-term vision, you will have an impact.
Download the SANS 2025 Security Awareness Report® for in-depth benchmarks, expert insights, and the full Maturity Model Indicators Matrix. See how your program compares to peers worldwide and get practical guidance to drive measurable change in behavior and culture.
Lance revolutionized cyber defense by founding the Honeynet Project. Over the past 25 years, he has helped 350+ organizations worldwide build resilient security cultures, transforming human risk management into a cornerstone of modern cybersecurity.
Read more about Lance Spitzner