DCA for bot detection

Y Al-Hammadi, U Aickelin… - 2008 IEEE congress on …, 2008 - ieeexplore.ieee.org
detecting scanning activity in computer networks [8] the DCA is a good candidate solution for
the detection of a single bot… to apply the DCA to the detection of a single bot and to assess …

Performance evaluation of DCA and SRC on a single bot detection

Y Al-Hammadi, U Aickelin, J Greensmith - arXiv preprint arXiv:1004.3919, 2010 - arxiv.org
… existing bot detection techniques. Section three describes detection methods that are used to
detect a single bot … We present our methodology of bot detection and explain the conducted …

Input data preprocessing for bots detection using the dendritic cells algorithm

X Fang, J Liu - 2013 6th International Congress on Image and …, 2013 - ieeexplore.ieee.org
… This work demonstrated the application of the DCA to the detection of a single bot, to assess
its … when the DCA is used to detection the bots based on IRC protocol and P2P protocol. …

DeepDCA: novel network-based detection of IoT attacks using artificial immune system

S Aldhaheri, D Alghazzawi, L Cheng, B Alzahrani… - Applied Sciences, 2020 - mdpi.com
… This Section presents the DeepDCA model for the automate DCA data pre-processing phase…
A comparative analysis of machine learning techniques for botnet detection. In Proceedings …

The detection of P2P bots using the dendritic cells algorithm

L Wang, X Fang - … Conference on Estimation, Detection and …, 2015 - ieeexplore.ieee.org
… Consequently, the more numerous peers act as bots, the more powerful the botherder has.
detect, interdict and shut down the botnet [n this paper, the DCA[2]is used to detect P2P bots

Behavioural correlation for malicious bot detection

YAA Al-Hammadi - 2010 - eprints.nottingham.ac.uk
… We discuss how to detect such kinds of bots by using the DCA algorithm. Different … We
also examine if the DCA is suitable for detecting malicious software other than bots. Finally we …

An efficient botnet detection system for P2P botnet

M Thangapandiyan, PMR Anand - … International Conference on …, 2016 - ieeexplore.ieee.org
… In this paper, an efficient botnet detection system is proposed for detecting the P2P botnet. …
Dendritic Cell Algorithm (DCA), the proposed VM based botnet detection system has minimal …

[PDF][PDF] An Improved Dendritic Cells Algorithm for Detecting P2P Bots

S Su, Y Su, M Xu, X Fang - International Journal of Grid and …, 2016 - academia.edu
Detecting and controlling traffic of bots is an important issue to … cells algorithm(DCA)[13] to
detect P2P bots on the infected … of the improved DCA method (IDCA) for detecting bots in a …

A dendritic cell algorithm based approach for malicious TCP port scanning detection

N Almasalmeh, F Saidi… - 2019 15th International …, 2019 - ieeexplore.ieee.org
… of the DCA algorithm to cover the detection of malicious TCP port … of the DCA algorithm used
in the Port scanning detection. … Bot detection [21] where the value of MCAV is 0.82, 0.113 to …

Denial of service attack detection using dendritic cell algorithm

O Igbe, O Ajayi, T Saadawi - 2017 IEEE 8th Annual Ubiquitous …, 2017 - ieeexplore.ieee.org
… (DCA) [15]. Our proposed DoS detection scheme follows the DT model (using the DCA). …
Dendritic Cell Algorithm (DCA) to detect the existence of a single DDoS bot on a compromised …