Yazar "Albayrak, Zafer" için listeleme
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AFCC-r: Adaptive Feedback Congestion Control Algorithm to Avoid Queue Overflow in LTE Networks
Cakmak, Muhammet; Albayrak, Zafer (Springer, 2022)With the dramatic increase in the number of users and the widespread use of smartphones, most of the internet content today is provided by cellular connections. The purpose of many active queue management algorithms developed ... -
Core Classifier Algorithm: A Hybrid Classification Algorithm Based on Class Core and Clustering
Alarbi, Abdalraouf; Albayrak, Zafer (Mdpi, 2022)Machine learning classification algorithms vary drastically in their approaches, and researchers have always been trying to reduce the common boundaries of nonlinear classification, overlapping, or noise. This study ... -
DDoS Attack Intrusion Detection System Based on Hybridization of CNN and LSTM
Issa, Ahmet Sardar Ahmed; Albayrak, Zafer (Budapest Tech Polytechnical Institution, 2023)A distributed denial-of-service (DDoS) attack is one of the most pernicious threats to network security. DDoS attacks are considered one of the most common attacks among all network attacks. These attacks cause servers to ... -
Detecting Cyber Attacks with High-Frequency Features using Machine Learning Algorithms
Ozalp, Ahmet Nusret; Albayrak, Zafer (Budapest Tech, 2022)In computer networks, intrusion detection systems are used to detect cyber-attacks and anomalies. Feature selection is important for intrusion detection systems to scan the network quickly and accurately. On the other hand, ... -
Performance of Ad-Hoc Networks Using Smart Technology Under DDoS Attacks
Said, Aden Ali; Cakmak, Muhammet; Albayrak, Zafer (Springer International Publishing Ag, 2022)The networks used in many areas such as location-based services, robotics, smart building assessment, smart water management, smart mobile learning, medical image analysis and processing, wearable technologies have to deal ... -
Security Classification of Smart Devices Connected to LTE Network
Ali, Samatar Mohamed; Cakmak, Muhammet; Albayrak, Zafer (Springer International Publishing Ag, 2022)Today, cellular wireless communication has been widely used in many intelligent automation systems, embedded technologies, robotic smart building, climate monitoring, e-learning, decision support systems, wearable devices ...