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