… This approach is based on division method in graph theory. Besides, … using the isolated
forest detection method, this method can find data that does not conform well with other data …

… DDoS attacks and the current methods for defense. In Chapter 2, we will introduce the
internet-based intrusion detection system … an important record from the huge data and reduce the …

… Dos attack is one of the common attack used in loT … security in Mobile IoT using Big data
processing and ML. [64] … Intrusion Detection System (IDS) using a supervised learning method of …

… The real-time monitoring security of the system, even it is … implementation platform available
and the solution approach for a … earthquake detection and even smart fire detection systems …

… distributed denial-of-service attack real-time detection system was designed. The information
entropy theory was used … Statistical approaches to DDoS attack detection and response[C]// …

… Survey on SDN based network intrusion detection system using machine learning approaches[J].
… Intrusion detection system based on decision tree over big data in fog environment[J]. …

… Chapter 3 Modeling of Detection System: This chapter presents … for the development of
methods to prevent DDOS attacks. … to explore normality and abnormality in large data sets. In fact, …

… [2] proposed an optimized intrusion detection system using … to validate the proposed approach
for detecting DoS attack. … In our study, we focus on the denial-of-service attack (DoS attack…

… Cooperative defense of DDoS attack based on machine … and normal traffic, and comparing
with other detection methods. … can also be uploaded to the monitoring system in real time to …

… A hybrid approach to counter application layer DDoS attacks[… Detecting app-DDoS attacks
based on maximal frequent … behavior detection system of android application based on multi-…