AI foundations
Learn how models learn, how to evaluate them, and where their limits matter.
CYBERSECURITY MEETS ARTIFICIAL INTELLIGENCE
Learn the
intelligence.
Build the defense.
Understand AI. Put it to work in cybersecurity. Learn to secure the systems you build.
For students, educators, researchers & practitioners
THE CONNECTED LEARNING JOURNEY+
Human judgment. Machine intelligence.
01 FIND YOUR STARTING POINT
One field.
Three ways in.
Build a foundation, apply AI to security problems, or explore how to make AI systems more trustworthy. Follow a path at your own pace.
AI for cybersecurity
Turn security data into useful signals and build workflows that keep people in control.
Securing AI
Understand AI attack surfaces and design boundaries that protect data, tools, and users.
Short learning guides, applied activities, and self-checks. No account required. Your reviewed modules are saved in this browser when storage is available.
02 PUT IDEAS TO WORK
Less passive reading.
More useful experiments.
Make a prediction. Test an assumption. Explain the trade-off. Start with a small exercise you can inspect from end to end.
TRY IT HERE · 2 MINUTESWhere would you
Where would you
set the threshold?
A security model scores 20 synthetic events. Move the decision threshold and see how catching more threats changes the number of false alarms.
More alertsFewer alerts
An event generates an alert when its score is at least the threshold. A score is a model output, not a guaranteed probability.
SYNTHETIC EVENT STREAM Interactive example
Threat Benign Outlined = alert
Precision—
Recall—
False alarms—
Missed threats—
Illustrative data only · 6 threats / 14 benign events · no model is running
Take the next step in the lab
Guided, reproducible exercises03 BRING IT INTO YOUR WORK
Learn it.
Teach it.
Question it.
Connect classroom learning with careful investigation. Use these adaptable starting points to teach an idea, test a claim, or shape a research question.
FOR EDUCATORS
Turn an experiment into a lesson.
A 75-minute lesson plan on security model evaluation, with learning objectives, discussion prompts, an in-class activity, and an assessment rubric.
Download the lesson planFOR RESEARCHERS
Turn a promising idea into evidence.
A research worksheet for defining a question, choosing baselines, preventing data leakage, and reporting results that others can reproduce.
Download the research worksheet04 GO TO THE SOURCE
A small, useful
reading shelf.
Explore documentation, frameworks, and learning materials from the organizations that maintain them.
External resources are maintained by their respective organizations. Links are provided for learning; no affiliation or endorsement is implied.
YOUR NEXT STEP