Zobrazeno 1 - 10 of 64 pro vyhledávání: '"Hayretdin Bahsi"'
1
Akademický článek
Learning From Few Cyber-Attacks: Addressing the Class Imbalance Problem in Machine Learning-Based Intrusion Detection in Software-Defined Networking
Autor: Seyed Mohammad Hadi Mirsadeghi, Hayretdin Bahsi, Risto Vaarandi, Wissem Inoubli
Publikováno v: IEEE Access, Vol 11, Pp 140428-140442 (2023)
The class imbalance problem negatively impacts learning algorithms’ performance in minority classes which may constitute more severe attacks than the majority ones. This study investigates the benefits of balancing strategies and imbalanced learnin
Externí odkaz: https://doaj.org/article/3957ff742cb843709f2b76d6ee93a646
Zobrazit plný text záznamu
2
Akademický článek
In-Depth Feature Selection for the Statistical Machine Learning-Based Botnet Detection in IoT Networks
Autor: Rajesh Kalakoti, Sven Nomm, Hayretdin Bahsi
Publikováno v: IEEE Access, Vol 10, Pp 94518-94535 (2022)
Attackers compromise insecure IoT devices to expand their botnets in order to launch more influential attacks against their victims. In various studies, machine learning has been used to detect IoT botnet attacks. In this paper, we focus on the minim
Externí odkaz: https://doaj.org/article/d3468a90c1254cd4bd17e6b616489658
Zobrazit plný text záznamu
9
Akademický článek
Data Collection Framework for Energy Efficient Privacy Preservation in Wireless Sensor Networks Having Many-to-Many Structures
Autor: Hayretdin Bahsi, Albert Levi
Publikováno v: Sensors, Vol 10, Iss 9, Pp 8375-8397 (2010)
Wireless sensor networks (WSNs) generally have a many-to-one structure so that event information flows from sensors to a unique sink. In recent WSN applications, many-to-many structures evolved due to the need for conveying collected event informatio
Externí odkaz: https://doaj.org/article/2e2476bb6bf54e08adebdee5c082e517
Zobrazit plný text záznamu

Vyhledávací nástroje:

Upřesnit hledání

Omezení vyhledávání
Plný text Recenzováno Digitální knihovna AV ČR
Zdroje