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As seen in: MDPI, PeerJ
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Articles

An intelligent anomaly detection system for IoT using a hybrid metaheuristic evolutionary strategy

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By Fwd Avg Bytes, Subflow Fwd Bytes, Bwd Bytes, Colin J-N
| PeerJ
An intelligent anomaly detection system for IoT using a hybrid metaheuristic evolutionary strategy 1Institute of Computer Science and IT, The University of Agriculture, Peshawar, Pakistan 2Department of Computer Science, Faculty of Computing and Information Technology, IISAT, Gujranwala, Pakistan 3Department of Computer Science & Software Engineering, Grand Asian University Sialkot, Sialkot, Pakistan 4Department of Information Technology, College of Computers and Information Technology, Taif...
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Unveiling Malicious Network Flows Using Benford’s Law

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By Flow Bytes, Subflow Fwd Bytes, Fwd Avg Bytes
| MDPI
1. Introduction The increase in cyber-attacks poses various problems associated with security flaws in computer networks, whether physical or cloud-based, including vulnerabilities that allow attackers to exploit weaknesses in network protocols and carry out malware attacks, such as ransomware infections, compromising data integrity and confidentiality [1,2].
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Real-Time Detection of DDoS Attacks Based on Random Forest in SDN

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By Ruikui Ma, Xiangxi Bu, Subflow Fwd Bytes, Qiuqian Wang
| MDPI
Abstract : With the development of the Internet of Things, a huge number of devices are connected to the network, network traffic is exhibiting massive and low latency characteristics. At the same time, it is becoming cheaper and cheaper to launch DDoS attacks, and the attack traffic is becoming larger and larger. Software-defined networking SDN is proposed as a new network architecture.
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