PROJECT TITLE :

A Novel DoS and DDoS Attacks Detection Algorithm Using ARIMA Time Series Model and Chaotic System in Computer Networks

ABSTRACT:

This letter deals with the problem of detecting DoS and DDoS attacks. Initial of all, 2 features including variety of packets and range of supply IP addresses are extracted from network traffics as detection metrics in every minute. Hence, a time series primarily based on the amount of packets is built and normalized using a Box-Cox transformation. An ARIMA model is also employed to predict the quantity of packets in every following minute. Then, the chaotic behavior of prediction error time series is examined by computing the maximum Lyapunov exponent. The native Lyapunov exponent is also calculated as a appropriate indicator for chaotic and nonchaotic errors. Finally, a collection of rules are proposed primarily based on repeatability of chaotic behavior and huge growth in the ratio of number of packets to number of source IP addresses during attack times to classify normal and attack traffics from every alternative. Simulation results show that the proposed algorithm will accurately classify ninety nine.5% of traffic states.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :A novel maximum power point tracking technique based on fuzzy logic for photovoltaic systemsABSTRACT:Most power purpose tracking (MPPT) techniques are thought of a crucial part in photovoltaic system design to
PROJECT TITLE :SCDN: A Novel Software-Driven CDN for Better Content Pricing and Caching - 2018ABSTRACT:In conventional content delivery networks (CDNs), where the content providers (CPs) are lack of the topology information, it
PROJECT TITLE :LAW: A Novel Mechanism for Addressing Hidden Terminal Problem in LTE-U and Wi-Fi Networks - 2018ABSTRACT:Recently, the use of LTE in unlicensed spectrum (LTE-U) has gained a lot of attention. One of the daunting
PROJECT TITLE :Hybrid Phased-MIMO Radar: A Novel Approach With Optimal Performance Under Electronic Countermeasures - 2018ABSTRACT:This letter presents a completely unique technique for optimizing the performance of a phased-multi-in
PROJECT TITLE :A Novel Power Minimization Precoding Scheme for MIMO-NOMA Uplink Systems - 2018ABSTRACT:This letter is to investigate the employment of non-orthogonal multiple access (NOMA) and new transceiver design for multiple-input

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry