Výsledky vyhledávání - "Mustafizur R. Shahid"

Akademický článek

A Survey of Smart Home IoT Device Classification Using Machine Learning-Based Network Traffic Analysis

Autor: Houda Jmila, Gregory Blanc, Mustafizur R. Shahid, Marwan Lazrag

Publikováno v: IEEE Access, Vol 10, Pp 97117-97141 (2022)

Smart home IoT devices lack proper security, raising safety and privacy concerns. One-size-fits-all network administration is ineffective because of the diverse QoS requirements of IoT devices. Device classification can improve IoT administration and

Externí odkaz: https://doaj.org/article/5f7603edf5c643a5b735bd26aef85443

Zobrazit plný text záznamu

Generative Deep Learning for Internet of Things Network Traffic Generation

Autor: Gregory Blanc, Zonghua Zhang, Hervé Debar, Mustafizur R. Shahid, Houda Jmila

Publikováno v: PRDC
2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing (PRDC)
2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing (PRDC), Dec 2020, Perth, Australia. pp.70-79, ⟨10.1109/PRDC50213.2020.00018⟩

International audience; The rapid development of the Internet of Things (IoT) has prompted a recent interest into realistic IoT network traffic generation. Security practitioners need IoT network traffic data to develop and assess network-based intru

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::40497adfc4e6fdfaa98fe065c494ca2b
https://doi.org/10.1109/prdc50213.2020.00018

Zobrazit plný text záznamu

Anomalous communications detection in IoT networks using sparse autoencoders

Autor: Hervé Debar, Mustafizur R. Shahid, Gregory Blanc, Zonghua Zhang

Publikováno v: NCA 2019: 18th International Symposium on Network Computing and Applications
NCA 2019: 18th International Symposium on Network Computing and Applications, Sep 2019, Cambridge, MA, United States. pp.1-5, ⟨10.1109/NCA.2019.8935007⟩
NCA

International audience; Nowadays, IoT devices have been widely deployed for enabling various smart services, such as, smart home or e-healthcare. However, security remains as one of the paramount concern as many IoT devices are vulnerable. Moreover,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0a9d26977e37663a2a3876afceb710b
https://hal.archives-ouvertes.fr/hal-02423336

Zobrazit plný text záznamu

IoT devices recognition through network traffic analysis

Autor: Mustafizur R. Shahid, Gregory Blanc, Zonghua Zhang, Hervé Debar

Publikováno v: BIG DATA 2018: IEEE International Conference on Big Data
BIG DATA 2018: IEEE International Conference on Big Data, Dec 2018, Seattle, United States. pp.5187-5192, ⟨10.1109/BigData.2018.8622243⟩
IEEE BigData

International audience; The growing Internet of Things (IoT) market introduces new challenges for network activity monitoring. Legacy network monitoring is not tailored to cope with the huge diversity of smart devices. New network discovery technique

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b7e3a429269e762c58354caff5a597b5
https://hal.archives-ouvertes.fr/hal-01994156/document

Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání