Muhamad Erza Aminanto

According to our database, Muhamad Erza Aminanto authored at least 18 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Detecting Unknown Hardware Trojans in Register Transfer Level Leveraging Verilog Conditional Branching Features.

Sarwono Sutikno, Septafiansyah Dwi Putra, Fajar Wijitrisnanto, Muhamad Erza Aminanto

IEEE Access, 2023

Development of Indonesian Language Intelligent Chatbot for Public Services in JAKI Application.

Aufa Fadhlurohman, Andi Sulasikin, Yudhistira Nugraha, Nur Laily Romadhotul Husna, Muhamad Erza Aminanto, Juan Intan Kanggrawan

Proceedings of the IEEE International Smart Cities Conference, 2023

Understanding Citizen Feedback of Jakarta Government Super App: Leveraging Deep Learning Models.

Muhammad Cendekia Airlangga, Andi Sulasikin, Yudhistira Nugraha, Nur Laily Romadhotul Husna, Muhamad Erza Aminanto, Fajar Kurniawan, Juan Intan Kanggrawan

Proceedings of the IEEE International Smart Cities Conference, 2023

How Resilient is Privacy-preserving Machine Learning Towards Data-Driven Policy? Jakarta COVID-19 Patient Study Case.

Bahrul Ilmi Nasution, Yudhistira Nugraha, Irfan Dwiki Bhaswara, Muhamad Erza Aminanto

Proceedings of the 2023 Workshop on Recent Advances in Resilient and Trustworthy ML Systems in Autonomous Networks, 2023

2022

Multi-Class Intrusion Detection Using Two-Channel Color Mapping in IEEE 802.11 Wireless Network.

Muhamad Erza Aminanto, R. Satrio Hariomurti Wicaksono, Achmad Eriza Aminanto, Harry Chandra Tanuwidjaja, Lin Yola, Kwangjo Kim

IEEE Access, 2022

Developing a knowledge management system for supporting flood decision-making.

Andi Sulasikin, Yudhistira Nugraha, Muhamad Erza Aminanto, Bahrul Ilmi Nasution, Juan Intan Kanggrawan

Proceedings of the IEEE International Smart Cities Conference, 2022

Automating Public Complaint Classification Through JakLapor Channel: A Case Study of Jakarta, Indonesia.

Sheila Maulida Intani, Bahrul Ilmi Nasution, Muhamad Erza Aminanto, Yudhistira Nugraha, Nurhayati Muchtar, Juan Intan Kanggrawan

Proceedings of the IEEE International Smart Cities Conference, 2022

Air Pollution Index (API) Analysis at Jakarta in 2019-2020 using Fuzzy C-Means and Gaussian Mixture Model.

Melva Hilda Stephanie Situmorang, Bahrul Ilmi Nasution, Muhamad Erza Aminanto, Yudhistira Nugraha, Juan Intan Kanggrawan

Proceedings of the 2022 International Conference on Computer, 2022

2020

Threat Alert Prioritization Using Isolation Forest and Stacked Auto Encoder With Day-Forward-Chaining Analysis.

Muhamad Erza Aminanto, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue

IEEE Access, 2020

2019

Automated Threat-Alert Screening for Battling Alert Fatigue with Temporal Isolation Forest.

Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue

Proceedings of the 17th International Conference on Privacy, Security and Trust, 2019

Combating Threat-Alert Fatigue with Online Anomaly Detection Using Isolation Forest.

Muhamad Erza Aminanto, Lei Zhu, Tao Ban, Ryoichi Isawa, Takeshi Takahashi, Daisuke Inoue

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Deep Abstraction and Weighted Feature Selection for Wi-Fi Impersonation Detection.

Muhamad Erza Aminanto, Rakyong Choi, Harry Chandra Tanuwidjaja, Paul D. Yoo, Kwangjo Kim

IEEE Trans. Inf. Forensics Secur., 2018

Network Intrusion Detection using Deep Learning - A Feature Learning Approach

Kwangjo Kim, Muhamad Erza Aminanto, Harry Chandra Tanuwidjaja

Springer, ISBN: 978-981-13-1443-8, 2018

2017

Another Fuzzy Anomaly Detection System Based on Ant Clustering Algorithm.

Muhamad Erza Aminanto, Hakju Kim, Kyung-Min Kim, Kwangjo Kim

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Improving Detection of Wi-Fi Impersonation by Fully Unsupervised Deep Learning.

Muhamad Erza Aminanto, Kwangjo Kim

Proceedings of the Information Security Applications - 18th International Conference, 2017

Deep learning in intrusion detection perspective: Overview and further challenges.

Kwangjo Kim, Muhamad Erza Aminanto

Proceedings of the International Workshop on Big Data and Information Security, 2017

Wi-Fi intrusion detection using weighted-feature selection for neural networks classifier.

Muhamad Erza Aminanto, Harry Chandra Tanuwidjaja, Paul D. Yoo, Kwangjo Kim

Proceedings of the International Workshop on Big Data and Information Security, 2017

2016

Detecting Impersonation Attack in WiFi Networks Using Deep Learning Approach.

Muhamad Erza Aminanto, Kwangjo Kim

Proceedings of the Information Security Applications - 17th International Workshop, 2016