Distributed denial of service attack prediction: Challenges, open issues and opportunities

AB de Neira, B Kantarci, M Nogueira - Computer Networks, 2023 - Elsevier
Abstract Distributed Denial of Service (DDoS) attack is one of the biggest cyber threats.
DDoS attacks have evolved in quantity and volume to evade detection and increase …

Botnets: A survey

SSC Silva, RMP Silva, RCG Pinto, RM Salles - Computer Networks, 2013 - Elsevier
Botnets, which are networks formed by malware-compromised machines, have become a
serious threat to the Internet. Such networks have been created to conduct large-scale …

Botnet detection based on traffic behavior analysis and flow intervals

D Zhao, I Traore, B Sayed, W Lu, S Saad, A Ghorbani… - computers & …, 2013 - Elsevier
Botnets represent one of the most serious cybersecurity threats faced by organizations
today. Botnets have been used as the main vector in carrying many cyber crimes reported in …

A survey of botnet and botnet detection

M Feily, A Shahrestani… - 2009 Third International …, 2009 - ieeexplore.ieee.org
Among the various forms of malware, botnets are emerging as the most serious threat
against cyber-security as they provide a distributed platform for several illegal activities such …

Botnet communication patterns

G Vormayr, T Zseby, J Fabini - IEEE Communications Surveys & …, 2017 - ieeexplore.ieee.org
Malicious botnets have become a common threat and pervade large parts of the Internet
today. Existing surveys and taxonomies focus on botnet topologies, command and control …

A taxonomy of botnet behavior, detection, and defense

S Khattak, NR Ramay, KR Khan… - … surveys & tutorials, 2013 - ieeexplore.ieee.org
A number of detection and defense mechanisms have emerged in the last decade to tackle
the botnet phenomenon. It is important to organize this knowledge to better understand the …

[HTML][HTML] The evolution of Mirai botnet scans over a six-year period

A Affinito, S Zinno, G Stanco, A Botta… - Journal of Information …, 2023 - Elsevier
The proliferation of Internet of Things devices has resulted in an increase in security
vulnerabilities and network attacks. The Mirai botnet is a well-known example of a network …

Discriminating DDoS attacks from flash crowds using flow correlation coefficient

S Yu, W Zhou, W Jia, S Guo, Y Xiang… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attack is a critical threat to the Internet, and botnets are
usually the engines behind them. Sophisticated botmasters attempt to disable detectors by …

A survey of botnet technology and defenses

M Bailey, E Cooke, F Jahanian, Y Xu… - … for Homeland Security, 2009 - ieeexplore.ieee.org
Global Internet threats have undergone a profound transformation from attacks designed
solely to disable infrastructure to those that also target people and organizations. At the …

Performance analysis of CNN frameworks for GPUs

H Kim, H Nam, W Jung, J Lee - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Thanks to modern deep learning frameworks that exploit GPUs, convolutional neural
networks (CNNs) have been greatly successful in visual recognition tasks. In this paper, we …