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Journal Articles
- 2023
[j3]Masataka Nakahara, Norihiro Okui
, Yasuaki Kobayashi, Yutaka Miyake, Ayumu Kubota:
Malware detection for IoT devices using hybrid system of whitelist and machine learning based on lightweight flow data. Enterp. Inf. Syst. 17(9) (2023)- [j2]Arman Pashamokhtari, Norihiro Okui, Yutaka Miyake, Masataka Nakahara, Hassan Habibi Gharakheili:
Combining Stochastic and Deterministic Modeling of IPFIX Records to Infer Connected IoT Devices in Residential ISP Networks. IEEE Internet Things J. 10(6, March 15): 5128-5145 (2023) - [j1]Arman Pashamokhtari, Norihiro Okui, Masataka Nakahara, Ayumu Kubota, Gustavo Batista, Hassan Habibi Gharakheili:
Dynamic Inference From IoT Traffic Flows Under Concept Drifts in Residential ISP Networks. IEEE Internet Things J. 10(17): 15761-15773 (2023)
Conference and Workshop Papers
- 2025
- [c11]Norihiro Okui, Masataka Nakahara, Ayumu Kubota:
Survey and Experimentation to Compare IoT Device Model Identification Methods. WoWMoM 2025: 13-17 - 2024
- [c10]Shayan Azizi, Norihiro Okui, Masataka Nakahara, Ayumu Kubota, Gustavo Batista, Hassan Habibi Gharakheili:
Poster: Understanding and Managing Changes in IoT Device Behaviors for Reliable Network Traffic Inference. SIGCOMM (Posters and Demos) 2024: 25-27 - 2023
- [c9]Tomoyuki Ueda, Amgad Saif, Sumiko Miyata, Masataka Nakahara, Ayumu Kubota:
A Client-Side Evil-Twin Attack Detection System with Threshold Considering Traffic Load. ICCE-Berlin 2023: 68-69 - 2022
- [c8]Ayumi Serizawa, Ryosuke Okudera, Yumo Ouchi, Mizuho Yoshihira, Yuya Shiomi, Naoya Nitta, Masataka Nakahara, Akira Baba, Yutaka Miyake, Tetsushi Ohki, Masakatsu Nishigaki:
Improving Palmprint-Region Estimation for ID-Less Palmprint Recognition. BWCCA 2022: 125-136 - [c7]Norihiro Okui, Masataka Nakahara, Yutaka Miyake, Ayumu Kubota:
Identification of an IoT Device Model in the Home Domain Using IPFIX Records. COMPSAC 2022: 583-592 - [c6]Takayuki Nishio, Masataka Nakahara, Norihiro Okui, Ayumu Kubota, Yasuaki Kobayashi, Keizo Sugiyama, Ryoichi Shinkuma:
Anomaly Traffic Detection with Federated Learning toward Network-based Malware Detection in IoT. GLOBECOM 2022: 299-304 - [c5]Mizuho Yoshihira, Ayumi Serizawa, Ryosuke Okudera, Yumo Ouchi, Yuya Shiomi, Naoya Nitta, Masataka Nakahara, Akira Baba, Yutaka Miyake, Tetsushi Ohki, Masakatsu Nishigaki:
Improving Rank-N Identification Rate of Palmprint Identification Using Permutation-Based Indexing. HCI (32) 2022: 78-93 - 2021
- [c4]Masataka Nakahara, Norihiro Okui, Yasuaki Kobayashi, Yutaka Miyake:
Malware Detection for IoT Devices using Automatically Generated White List and Isolation Forest. IoTBDS 2021: 38-47 - [c3]Arman Pashamokhtari, Norihiro Okui, Yutaka Miyake, Masataka Nakahara, Hassan Habibi Gharakheili:
Inferring Connected IoT Devices from IPFIX Records in Residential ISP Networks. LCN 2021: 57-64 - 2020
- [c2]Masataka Nakahara, Norihiro Okui, Yasuaki Kobayashi, Yutaka Miyake:
Machine Learning based Malware Traffic Detection on IoT Devices using Summarized Packet Data. IoTBDS 2020: 78-87 - 2015
- [c1]Masataka Nakahara, Ryoichi Shinkuma, Kohei Yamaguchi, Kazuhiro Yamaguchi:
Tradeoff between privacy protection and network resource in community associated network virtualization. PIMRC 2015: 2143-2148
Informal and Other Publications
- 2024
- [i2]Naoto Watanabe, Taku Yamazaki, Takumi Miyoshi, Ryo Yamamoto, Masataka Nakahara, Norihiro Okui, Ayumu Kubota:
Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments. CoRR abs/2403.02744 (2024) - 2023
- [i1]Arman Pashamokhtari, Norihiro Okui, Masataka Nakahara, Ayumu Kubota, Gustavo Batista, Hassan Habibi Gharakheili:
Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks. CoRR abs/2301.06695 (2023)
Coauthor Index
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