Open Access

ARTICLE

One Dimensional Conv-BiLSTM Network with Attention Mechanism for IoT Intrusion Detection

Bauyrzhan Omarov^1,*, Zhuldyz Sailaukyzy², Alfiya Bigaliyeva², Adilzhan Kereyev³, Lyazat Naizabayeva⁴, Aigul Dautbayeva⁵

1 Department of Information Systems, Al-Farabi Kazakh National University, Almaty, Kazakhstan
2 Department of Information Technology and Security, Abylkas Saginov Karaganda Technical University, Karaganda, Kazakhstan
3 Department of Computer Science and Information Technology, K. Zhubanov Aktobe Regional University, Aktobe, Kazakhstan
4 Department of Information Systems, International Information Technology University, Almaty, Kazakhstan
5 Department of Computer Science, Korkyt Ata Kyzylorda State University, Kyzylorda, Kazakhstan

* Corresponding Author: Bauyrzhan Omarov. Email: