MLOps Attack Toolkit - MLOKit is a toolkit that can be used to attack MLOps platforms by taking advantage of the available REST API

Picture this scenario:

Introduction:  Imagine this: You’re a developer excited to explore AI integrations using mcp-remote, connecting your app to a sleek…

How to embed privacy, compliance, and robust security into your machine learning workflows from day one. Your guide.

Federated learning promises privacy, but it’s vulnerable to poisoning and inference attacks. Here’s how to protect your models.

NVIDIA patched two high-severity DoS flaws in Triton Inference Server (CVE-2025-33211, CVE-2025-33201). Attackers can crash the server by sending malformed or excessively large payloads. Update to r25.10 immediately.

A practical, responsible way to red-team AI systems — so you find prompt injection, data leaks, and tool abuse before production does.

How to stop “harmless” tool parameters from turning into hidden prompts, data leaks, or destructive actions — without killing developer…

AI Security Roadmap (Beginner → Advanced)

Critical supply chain attack hits Xinference (v2.6.0-2.6.2). TeamPCP’s malware siphons cloud credentials and MLOps secrets. Audit your MLOps pipeline today.

Summary

Summary