Shadow Admins in Active Directory: Hidden Privilege Paths Attackers Exploit

What Are Shadow Admins in AD? A common problem we encounter within many customer Active Directory environments are accounts that, at first glance, may appear innocuous, but that actually have hidden administrative privileges or unrolled privileges equivalent to those of a domain administrator account. We call these accounts shadow domain admins. These accounts don’t show […]
Julius v0.2.0: From 33 to 63 Probes — Now Detecting Cloud AI, Enterprise Inference, and RAG Pipelines

TL;DR: Julius v0.2.0 nearly doubles LLM fingerprinting probe coverage from 33 to 63, adding detection for cloud-managed AI services (AWS Bedrock, Azure OpenAI, Vertex AI), high-performance inference servers (SGLang, TensorRT-LLM, Triton), AI gateways (Portkey, Helicone, Bifrost), and self-hosted RAG platforms (PrivateGPT, RAGFlow, Quivr). This release also hardens the scanner itself with response size limiting and […]