Comparative Analysis of Intrusion Detection Models using Big Data Analytics and Machine Learning Techniques

Muyideen Ayodeji Alaketu,Abiodun Oguntimilehin,Kehinde Adebola Olatunji,Oluwatoyin Bunmi Abiola,Bukola Badeji-Ajisafe,Christiana Olanike Akinduyite,Stephen Eyitayo Obamiyi,Gbemisola Olutosin Babalola,Toyin Okebule

#Cyber intrusion #intrusion detection system #machine learning #deep learning #ensemble learning #classifications #big data analytics

Comparative Analysis of Intrusion Detection Models using Big Data Analytics and Machine Learning Techniques

Muyideen Ayodeji Alaketu,Abiodun Oguntimilehin,Kehinde Adebola Olatunji,Oluwatoyin Bunmi Abiola,Bukola Badeji-Ajisafe,Christiana Olanike Akinduyite,Stephen Eyitayo Obamiyi,Gbemisola Olutosin Babalola,Toyin Okebule

#Cyber intrusion #intrusion detection system #machine learning #deep learning #ensemble learning #classifications #big data analytics

An Innovative Two-Stage Fuzzy kNN-DST

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An Intelligent CRF Based Feature Selection for

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A Cross-Layer Based Intrusion Detection Technique for Wireless Networks

Abstract: In this paper, we propose to design a cross-layer b ased intrusion detection technique for wireless networks. In this

# Intrusion detection # wireless networks # RSS # cross layer # RTS-CTS handshake # TT

Design and Development of Suginer Filter for Intrusion Detection Using Real Time Network Data

Abstract: By rapid use of the Internet and computer network all over the world makes security a major issues, so using the

#Intrusion detection # wiener filter # artificial neural network # knowledge discovery dataset # network socket layer # defense advanced research projects agency # support vector machine

A Cross-Layer Based Intrusion Detection Technique for Wireless Networks

Abstract: In this paper, we propose to design a cross-layer b ased intrusion detection technique for wireless networks. In this

# Intrusion detection # wireless networks # RSS # cross layer # RTS-CTS handshake # TT

FBMT: Fuzzy Based Merkle Technique for

Detecting and Mitigating Malicious Nodes in Sensor

#Wireless Sensor Networks # Intrusion Detection Systems # Fuzzy logic # Merkle tree

Intrusion Detection System using Fuzzy Rough Set Feature Selection and Modified KNN Classifier

Balakrishnan Senthilnayaki1, Krishnan Venkatalakshmi2, and Arpputharaj Kannan1 1Department of Information Science and Technology, College of Engineering, Anna University, Chennai 2Departemnt of Electronics and Communication Engineering, University College of Engineering

#Rough set # fuzzy set # feature selection # classifications and intrusion detection

DoS and DDoS Attack Detection Using Deep Learning and IDS

Mohammad Shurman1, Rami Khrais2, and Abdulrahman Yateem1 1Jordan University of Science and Technology, Network Engineering and Security Department, Jordan 2Jordan University of Science and Technology, Computer Engineering Department, Jordan

#Deep learning # DoS # DrDoS # IDS # IoT # LSTM

An Efficient Intrusion Detection System by Using Behaviour Profiling and Statistical Approach

Model

#IDS # IPS # behaviour profiling algorithm # statistical approach model # NIDS # HIDS

Parallel Scalable Approximate Matching Algorithm for Network Intrusion Detection Systems

Adnan Hnaif1, Khalid Jaber1, Mohammad Alia1, and Mohammed Daghbosheh2 1Faculty of Science and Information Technology, Al Zaytoonah University of Jordan, Jordan 2Faculty of Science and Information Technology, Irbid National University of Jordan, Jordan

#Exact matching algorithms # approximate matching algorithms # parallel processing # network intrusion detection systems

Secured Data Storage and Retrieval using Elliptic Curve Cryptography in Cloud

Pradeep Suthanthiramani1, Muthurajkumar Sannasy 2, Ganapathy Sannasi 3, and Kannan Arputharaj1 1Department of Information Science and Technology, Anna University, India 2Department of Computer Technology, Anna University, India 3Research Centre for Cyber-Physical Systems and School of Computer Science and Engineering, Vellore

#Cloud database # secured storage # association rule mining # greatest common divisor # least common multiple # key generation and encryption

A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-

Based IIoT Security, Mourade Azrour, Said Benkirane, Mouaad Mohy-Eddine, Hanaa Attou, Maryam Douiba

#IoT security # edge-based IIoT # intrusion detection # ML # K-NN # PCA