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2020 – today
- 2024
[j4]Arman Pashamokhtari
, Gustavo Batista, Hassan Habibi Gharakheili:
Efficient IoT Traffic Inference: From Multi-view Classification to Progressive Monitoring. ACM Trans. Internet Things 5(1): 5:1-5:30 (2024)- 2023
- [j3]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) - [j2]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) - [i3]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) - [i2]Arman Pashamokhtari:
Managing Networked IoT Assets Using Practical and Scalable Traffic Inference. CoRR abs/2310.10657 (2023) - 2022
- [j1]Arman Pashamokhtari, Gustavo Batista, Hassan Habibi Gharakheili:
AdIoTack: Quantifying and refining resilience of decision tree ensemble inference models against adversarial volumetric attacks on IoT networks. Comput. Secur. 120: 102801 (2022) - [c3]Arman Pashamokhtari, Arunan Sivanathan, Ayyoob Hamza, Hassan Habibi Gharakheili:
PicP-MUD: Profiling Information Content of Payloads in MUD Flows for IoT Devices. WoWMoM 2022: 521-526 - [i1]Arman Pashamokhtari, Gustavo Batista, Hassan Habibi Gharakheili:
AdIoTack: Quantifying and Refining Resilience of Decision Tree Ensemble Inference Models against Adversarial Volumetric Attacks on IoT Networks. CoRR abs/2203.09792 (2022) - 2021
- [c2]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
- [c1]Arman Pashamokhtari:
PhD Forum Abstract: Dynamic Inference on IoT Network Traffic using Programmable Telemetry and Machine Learning. IPSN 2020: 371-372
Coauthor Index
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