# Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks

_Computers, Materials & Continua · Mohammad Shamim Ahsan, Matthew G. Gaber, Mohiuddin Ahmed et al. · 2026_

Canonical: https://diginpl.com/books/paper-cmc-2026-081193
Last updated: 2026-10-13

## Quick facts

- **Author:** Mohammad Shamim Ahsan; Matthew G. Gaber; Mohiuddin Ahmed; Al-Sakib Khan Pathan ([Crossref](https://doi.org/10.32604/cmc.2026.081193))
- **Published:** 2026 ([Crossref](https://doi.org/10.32604/cmc.2026.081193))
- **Publisher:** Tech Science Press ([Crossref](https://doi.org/10.32604/cmc.2026.081193))
- **Journal:** Computers, Materials & Continua ([Crossref](https://doi.org/10.32604/cmc.2026.081193))
- **DOI:** 10.32604/cmc.2026.081193 ([Crossref](https://doi.org/10.32604/cmc.2026.081193))

## Questions

**Who wrote Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks?**  
Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks was written by Mohammad Shamim Ahsan, Matthew G. Gaber, Mohiuddin Ahmed, Al-Sakib Khan Pathan.

**When was Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks first published?**  
Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks was first published in 2026.

## Sources

- [Publisher record (DOI, via Crossref)](https://doi.org/10.32604/cmc.2026.081193)

## Licence and attribution

Open-access publication. Read it free at the publisher: https://doi.org/10.32604/cmc.2026.081193.

## Cite this page

"Exposing and Exploiting the Ineffectiveness of Real-Time ML-Based NIDSs on Ambiguous Traffic in Industrial IoT Networks". DigiNepal. Last updated 13 October 2026. https://diginpl.com/books/paper-cmc-2026-081193. Retrieved 14 November 2026.