Network Monitoring

Network Monitoring for OT and IoT Environments: A SIEM Guide

June 202413 min read

Operational technology (OT) and IoT devices are now among the most attractive targets in any network — and the hardest to monitor. You cannot install an endpoint agent on a PLC, a building management controller, a medical imaging device, or a factory sensor. This guide explains how to gain security visibility into these environments using a SIEM with agentless network monitoring.

Why OT and IoT Are Different

Traditional IT security assumes you can deploy an agent on every endpoint — a piece of software that reports detailed telemetry back to your SIEM. OT and IoT devices break this assumption completely:

The visibility gap

If your security monitoring depends entirely on endpoint agents, your OT and IoT estate is a blind spot. Attackers know this. The Stuxnet, Triton, and Industroyer attacks all targeted OT precisely because it is so poorly monitored.

The Answer: Agentless Network Monitoring

Since you cannot put software on the devices, you monitor the network they communicate over. Every OT and IoT device talks to something — a controller, a historian, a cloud endpoint, each other. That traffic is observable from the network layer without touching the devices themselves. This is where nPro's NRTG (network real-time monitoring) component complements the SIEM.

Agentless network monitoring works through three mechanisms:

1. Passive Traffic Analysis

A network tap or SPAN port mirrors traffic to nPro, which analyses it without injecting any packets. This is completely non-intrusive — the OT devices are never touched, scanned, or probed. nPro parses industrial protocols (Modbus, DNP3, OPC-UA, BACnet, S7) to understand what the devices are actually doing.

2. Flow and Behavioural Baselining

OT networks are highly predictable — a sensor reports every few seconds, a controller polls its devices on a fixed cycle. nPro learns this baseline, then alerts on deviations: a device suddenly talking to a new destination, an unexpected protocol appearing, or command traffic outside normal operating patterns.

3. SNMP and Syslog Where Available

Managed switches, gateways, and newer IoT devices often support SNMP or syslog. nPro polls these for device health, interface status, and event logs, adding another layer of visibility on top of passive traffic analysis.

What to Monitor in OT and IoT Networks

  1. New or unexpected devices — anything joining the network that was not there during baselining
  2. Cross-zone communication — an OT device talking directly to the internet or to the corporate IT network, which usually indicates misconfiguration or compromise
  3. Unauthorised protocol use — engineering-workstation protocols (used to reprogram controllers) appearing from unexpected sources
  4. Command anomalies — write commands to controllers outside maintenance windows, or value changes outside safe operating ranges
  5. Volume anomalies — a device that normally sends kilobytes suddenly transferring megabytes (possible data staging)

The Purdue Model and Network Segmentation

OT security is built around the Purdue Model, which organises industrial networks into hierarchical zones from physical processes (Level 0) up to enterprise IT (Level 5). The most important security control is enforcing — and monitoring — the boundaries between these zones. A SIEM with network monitoring lets you verify that traffic crossing zone boundaries follows policy, and alerts immediately when something crosses a boundary it should not.

For organisations in manufacturing, utilities, oil and gas, and healthcare across Southeast Asia, this is increasingly a regulatory expectation as well as a security best practice.

Why Self-Hosted Matters for OT

OT environments frequently operate in air-gapped or tightly network-restricted settings where sending telemetry to a cloud SIEM is either impossible or prohibited. A self-hosted SIEM like nPro runs entirely within the OT network boundary, requires no outbound internet connectivity, and keeps sensitive operational data — which can reveal production processes and physical infrastructure details — fully under your control. See our guide on deploying a self-hosted SIEM for the setup walkthrough.

Practical First Steps

To start monitoring an OT or IoT environment: identify the network choke points where you can tap or mirror traffic (typically the boundary between OT zones), deploy nPro with a network tap at those points, let it baseline normal traffic for two to four weeks, then enable alerting on cross-zone communication and new-device detection as your highest-priority rules. Layer in SNMP polling for any managed devices that support it.

Monitor OT and IoT Without Touching the Devices

nPro combines SIEM and agentless network monitoring in one self-hosted platform.