Arman Pashamokhtari

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Incremental Clustering

Wavelet Representation

Top Venues

IEEE Internet Things J.

Publications

Arman Pashamokhtari, Gustavo Batista, Hassan Habibi Gharakheili
Efficient IoT Traffic Inference: From Multi-view Classification to Progressive Monitoring. ACM Trans. Internet Things 5 (1) (2024)
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) (2023)
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) (2023)
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 (2023)
Arman Pashamokhtari
Managing Networked IoT Assets Using Practical and Scalable Traffic Inference. CoRR (2023)
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 (2022)
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 (2022)
Arman Pashamokhtari, Arunan Sivanathan, Ayyoob Hamza, Hassan Habibi Gharakheili
PicP-MUD: Profiling Information Content of Payloads in MUD Flows for IoT Devices. WoWMoM (2022)
Arman Pashamokhtari, Norihiro Okui, Yutaka Miyake, Masataka Nakahara, Hassan Habibi Gharakheili
Inferring Connected IoT Devices from IPFIX Records in Residential ISP Networks. LCN (2021)
Arman Pashamokhtari
PhD Forum Abstract: Dynamic Inference on IoT Network Traffic using Programmable Telemetry and Machine Learning. IPSN (2020)