# TNN-IDS: Transformer neural network-based intrusion detection system for MQTT-enabled IoT Networks

> Research article (Computer Networks, 2023) · cited 92× · AI/ML

**Wikidata**: [openalex:W4387662349](https://www.wikidata.org/wiki/openalex:W4387662349)  
**Source**: https://4ort.xyz/entity/tnn-ids-transformer-neural-network-based-intrusion-detection-system-for-mqtt-enabled-iot-networks