ML Model Development Lifecycle Threats

Indirect Prompt Injection

Are you building your next LLM integration? Please consider this: Integrations for data retrievals can introduce vulnerabilities in your LLM, allowing attackers to inject malicious prompts. This type of vulnerability is known as Indirect Prompt Injec...

Jun 5, 20241 min read97

Terraform Security

Terraform is a go-to for infrastructure as code (IaC), letting developers easily set up and manage infrastructure. But, as with any tool, it brings security challenges. Here are five key tips to keep your Terraform setups safe and solid 👇

May 29, 20241 min read38

Prompt Injection Defence Tools

Guard your LLM against prompt injection with these powerful tools: - https://github.com/protectai/llm-guard - https://github.com/protectai/rebuff - https://github.com/NVIDIA/NeMo-Guardrails - https://github.com/amoffat/HeimdaLLM - https://github.com/...

May 22, 20241 min read109

ML Model Deployment Lifecycle Threats

What could go wrong during the ML model deployment lifecycle (Part 2)? Continuing the example threat model from last time. It is based on the talk "Kubernetes MLSec: Securing AI in Space" by Francesco Beltramini and James Callaghan of ControlPlane. L...

May 15, 20241 min read13