As LLMs become critical infrastructure, understanding how to secure their serving layers is essential. This masterclass dives deep into the security architecture of Ollama, from its exposed APIs to its llama.cpp core engine.
You’ll learn how to identify and exploit real-world vulnerabilities across Ollama’s surface — including API endpoint fuzzing, authentication flaws, and memory corruption in llama.cpp.
Through static analysis, targeted fuzzing, and guided exploit reproduction, you’ll explore how modern LLM stacks can be compromised — and how to secure them.
By the end of this workshop, you’ll be able to perform professional-grade audits of LLM infrastructures and contribute to securing the next generation of AI systems.
This training includes hands-on exercises, real case studies, and actionable techniques directly applicable to real-world deployments.
Trusted by Security Engineers at Leading Companies
Overview of Ollama architecture & features
Environment preparation
Cloning & building Ollama from source
Dependencies & compilation workflow
Understanding Ollama’s interaction with llama.cpp
Identifying attack surfaces
API endpoints mapping
Network exposure & service boundaries
Authentication mechanisms analysis
Integration & risks inherited from llama.cpp
Static analysis of Ollama API
Fuzzing API endpoints for vulnerabilities
Step-by-step technical reproduction of known/possible bugs
Case studies from real-world issues
Methodology to identify authentication flaws
Token/session handling
Privilege escalation scenarios
Exploitation strategies & secure design recommendations
Deep dive into llama.cpp internals
Static analysis of critical components
Fuzzing llama.cpp for memory corruption & logic bugs
Potential impacts on Ollama security
🔑 Immediate access to all the content
⏱️ Hours of curated and practical knowledge
🎞️ Easy-to-digest, on-demand videos
👨💻 Hands-on exercises & labs
♾️ Lifetime access
📖 Digital and printable slides
📝 Assignments to apply your new skills
💯 Certificate of completion
This masterclass is designed for anyone looking to gain hands-on experience with LLM infrastructure security by analyzing and attacking Ollama’s APIs and llama.cpp core, including:
✔ Software developers
✔ Security engineers
✔ AI/LLM researchers
✔ Pentesters & Red team professionals
⚠️ This masterclass is currently in pre-sales and it will be release in less than 3 months.
We speak, train, and compete at the world’s most respected security conferences.
Please, contact us here if you have any other question!