[PDF][PDF] DDoS attack intrusion detection system based on hybridization of CNN and LSTM

ASA Issa, Z Albayrak - Acta Polytechnica Hungarica, 2023 - researchgate.net
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 …

Detecting cyber attacks with high-frequency features using machine learning algorithms

AN Ozalp, Z Albayrak - Acta Polytechnica Hungarica, 2022 - acikerisim.subu.edu.tr
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 …

[PDF][PDF] Cybersecurity Attack Detection Model, Using Machine Learning Techniques

İ Avcı, M Koca - Acta Polytechnica Hungarica, 2023 - academia.edu
Millions of people use the web every day, in this age of technology and the internet.
Protecting the privacy and security of these users is a significant challenge for cybersecurity …

Deep learning framework for stock price prediction using long short-term memory

SK Chandar - Soft Computing, 2024 - Springer
Forecasting stock prices is always considered as complicated process due to the dynamic
and noisy characteristics of stock data influenced by external factors. For predicting the stock …

A DDoS attack detection method based on deep learning two-level model CNN-LSTM in SDN network

M Li, B Zhang, G Wang, B ZhuGe… - … Conference on Cloud …, 2022 - ieeexplore.ieee.org
This paper mainly explores the detection and defense of DDoS attacks in the SDN
architecture of the 5G environment, and proposes a DDoS attack detection method based on …

[PDF][PDF] Intrusion Detection System Based On Machine Learning And Deep Learning Techniques: A Review

SA Sharafali, NH Fallooh, MH Ali - researchgate.net
Because of the rapid development of modern computer networks, many new challenges and
threats to information security have appeared, such as attacks, digital intrusion, data theft …

[CITAZIONE][C] DDOS ATTACK DETECTION BASED ON MACHINE LEARNING

ASA ISSA - 2022