Publications

Peer-reviewed Papers

1. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Jun Murai. Encrypted Malicious Traffic Detection Based on Word2Vec. Electronics. 2022; 11, no. 5: 679.  https://doi.org/10.3390/electronics11050679.
2. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Jun Murai. Generating Network Intrusion Detection Dataset Based on Real and Encrypted Synthetic Attack Traffic. Applied Sciences. 2021; 11(17):7868. https://doi.org/10.3390/app11177868.
3. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Jun Murai. Feature Selection Using Genetic Algorithm to Improve Classification in Network Intrusion Detection System. International Electronics Symposium on Knowledge Creation and Intelligent Computing (IES-KCIC) 2017. September 26-27, 2017, 4 pages, English. DOI: https://dx.doi.org/10.1109/KCIC.2017.8228458
4. Indra Gunawan, Andrey Ferriyan. Analisis Keamanan Jaringan Wifi Pendekatan Blackbox dan Whitebox (Studi Kasus Ibnu Sina Batam). Seminar Nasional Sistem Informasi & Teknologi Informasi (SENSITif) 2016, Desember 2016. (WiFi Security Analysis using Blackbox and Whitebox Testing)
5. Andrey Ferriyan, JIDS : A Host-based Intrusion Detection System for GNU/Linux, Seminar Nasional Aplikasi Teknologi Informasi (SNATI) 2015, 6 Juni 2015, ISSN : 1907 – 5022.
6. Andrey Ferriyan, Jazi Eko Istiyanto. Data Center Governance Information Security Compliance Assessment Based on the Cobit Framewok. International Journal of Advanced Computer Science and Applications (IJACSA), Vol 6 Issue 2, February  2015. Digital Object Identifier (DOI) : https://dx.doi.org/10.14569/IJACSA.2015.060205

Dataset Related 

1. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Jun Murai. HIKARI-2021: Generating Network Intrusion Detection Dataset Based on Real and Encrypted Synthetic Attack Traffic. June 1, 2021. DOI: https://doi.org/10.5281/zenodo.4782195

Dissertation

1. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Jun Murai. Malicious Traffic Detection in Encrypted Network. October 20, 2022 (published). (Abstract)(Full Text)

Conferences 

1. Andrey Ferriyan, Achmad Husni Thamrin, Keiji Takeda, Osamu Nakamura, Jun Murai. Applying Convolutional Neural Network to Improve Malware Traffic Detection. 11th Japan Muslim Researchers Interdisciplinary Symposium 2019 (11th JMRIS). July 20, 2019. Oral Presentation.

Articles

1. Andrey Ferriyan, Fluentd for Centralized Logging II: Fluentd-UI and Suricata IDS, BSD Magazine Vol 11 No 11. Issue 11/2017 (99) ISSN: 1898-9144. https://bsdmag.org/download/openldap-directory-services-freebsd/
2. Andrey Ferriyan, Fluentd for Centralizing Logs, BSD Magazine Vol 11 No 6. Issue. Issue 06/2017 (94) ISSN: 1898-9144. https://bsdmag.org/download/creating-scaling-applications-using-containerpilot-pattern/
3. Andrey Ferriyan, MySQL Server 5.7 Startup Problem on FreeBSD 10.2, BSD Magazine Vol 10 No 6. Issue 06/2016 (82) ISSN: 1898-9144. https://bsdmag.org/download/implementing-memory-cache-beast-architecture/

Books

1. Kisah Pedang Archaiden / Sword of Archaiden (Science Fiction and Fantasy)
2. Jejak Hati (Islamic Motivation), ISBN: 978-602-474-546-2, E-ISBN: 978-602-474-547-9, https://jejakpublisher.com/product/jejak-hati/

Google Scholar 

Andrey Ferriyan