The Open Source AI Security Stack That Actually Exists
Vendor solutions for LLM security cost $50,000/year and scan for yesterday's attacks. The open source stack is fragmented but works. Here's what actually exists — and what's still missing.
Vendor solutions for LLM security cost $50,000/year and scan for yesterday's attacks. The open source stack is fragmented but works. Here's what actually exists — and what's still missing.
Model Context Protocol gives AI systems tool access. It also creates a new attack surface: tool poisoning, indirect prompt injection, and privilege escalation through tool chaining. Almost nobody is scanning for it.
MAGATAMA is evolving from a security dashboard into a system that detects, prioritizes, remediates, verifies and learns from real incidents.
Learn about ShieldX v0.5.0 - the cutting-edge open-source solution for defending against prompt injection attacks on large language models.
We red-teamed ShieldX v0.4 with 386 automated and manual attack scenarios across 13 attack categories. The result: 99.6% attack detection, zero test failures, and 100% kill chain coverage.
155 commits. 8 days. 8 projects. 74 new features. 62 bug fixes. Those are the raw numbers from a week that was nothing special. No sprint, no hackathon, no deadline
500+ detection patterns. 10-layer pipeline. Kill chain mapping. And it learns from every attack it sees.