Interactive Jupyter demo of Prisma AIRS detecting pickle deserialization attacks (CWE-502) in ML models. Educational security demonstration with ROI analysis.
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Updated
Jan 21, 2026 - Jupyter Notebook
Interactive Jupyter demo of Prisma AIRS detecting pickle deserialization attacks (CWE-502) in ML models. Educational security demonstration with ROI analysis.
A simple demo project for Spring Security
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💥 ServerSideTemplateInjection (SSTI) Demo with Flask A simple Flask app to demonstrate Server-Side Template Injection vulnerabilities — useful for learning, testing, and understanding how SSTI works and how to avoid it.
Wishlist Member Arbitrary File Read via Directory Travesal <= 3.25.1
Ready-to-use GitHub Copilot demo kit with intentional bugs, TODOs, and security vulnerabilities. Complete test suite (227+ tests, 93% coverage) + reset script for live test generation demos. Perfect for trainers showcasing AI-assisted development.
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Spring Security demo project with custom SecurityFilterChain, role-based access, and integration tests
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