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Educational Web Security Game with AI
Web security training with AI tutor & ML detection
Most cybersecurity platforms are built for professionals. This one is built for students. 5 vulnerability modules (SQL Injection, XSS, CSRF, API Security, SOC Analyst) with a Socratic AI tutor built on Claude API, an XGBoost ML model for traffic anomaly detection, and a PRE/POST quiz system to measure learning impact. Currently available in Romanian only.
Hey Product Hunt! 👋
I'm a master's student at Politehnica Bucharest and this is my thesis project — a gamified web security learning platform.
The two things I'm most proud of: the Socratic AI assistant that guides without spoiling, and the SOC Analyst module where an actual XGBoost model classifies network traffic and SHAP explains why.
Currently in Romanian only — happy to answer any technical questions about the architecture or implementation!
About Educational Web Security Game with AI on Product Hunt
“Web security training with AI tutor & ML detection”
Educational Web Security Game with AI was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #133 on the daily leaderboard. Most cybersecurity platforms are built for professionals. This one is built for students. 5 vulnerability modules (SQL Injection, XSS, CSRF, API Security, SOC Analyst) with a Socratic AI tutor built on Claude API, an XGBoost ML model for traffic anomaly detection, and a PRE/POST quiz system to measure learning impact. Currently available in Romanian only.
On the analytics side, Educational Web Security Game with AI competes within Education, Artificial Intelligence and Security — topics that collectively have 551.9k followers on Product Hunt. The dashboard above tracks how Educational Web Security Game with AI performed against the three products that launched closest to it on the same day.
Who hunted Educational Web Security Game with AI?
Educational Web Security Game with AI was hunted by ClaudiuBoraciu. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Educational Web Security Game with AI including community comment highlights and product details, visit the product overview.
ClaudiuBoraciu