Detection of distributed denial-of-service (DDoS) attack with hyperparameter tuning based on machine learning approach
Distributed Denial-of-Service (DDoS) attack is a malicious cyber-attack which targets availability element in CIA triad and to disrupt the availability of network services of a target by performing a huge malicious traffic flood. To conduct the study, a standard benchmark dataset DDoS Attack SDN Dat...
| Main Authors: | Wan Nurulsafawati, Wan Manan, Choo, Yong Han |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
IEEE
2023
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40851/ http://umpir.ump.edu.my/id/eprint/40851/1/Detection%20of%20distributed%20denial-of-service_ABST.pdf http://umpir.ump.edu.my/id/eprint/40851/2/Detection%20of%20Distributed%20Denial-of-Service.pdf |
Similar Items
Detection Of Distributed Denial-Of-Service (Ddos) Attack With Hyperparameter Tuning Based On Machine Learning Approach
by: Choo, Yong Han
Published: (2023)
by: Choo, Yong Han
Published: (2023)
Methods for Preventing DDoS Attacks in Cloud Computing
by: Jaber, Aws Naser, et al.
Published: (2017)
by: Jaber, Aws Naser, et al.
Published: (2017)
Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments
by: Khan, Muhammad Asif, et al.
Published: (2025)
by: Khan, Muhammad Asif, et al.
Published: (2025)
Filtration Model For DDoS Attack Detection in Real-Time
by: Ahmed, Abdulghani Ali
Published: (2015)
by: Ahmed, Abdulghani Ali
Published: (2015)
An efficient DDoS attack detection framework for vehicular communication / Raenu Kolandaisamy
by: Raenu , Kolandaisamy
Published: (2020)
by: Raenu , Kolandaisamy
Published: (2020)
Early detection and mitigation of DDoS attacks in software defined networks
by: Al-Saadi, Mustafa Yahya Zakariya
Published: (2018)
by: Al-Saadi, Mustafa Yahya Zakariya
Published: (2018)
An intelligence technique for denial of service (DoS) attack detection
by: Wan Nurulsafawati, Wan Manan, et al.
Published: (2018)
by: Wan Nurulsafawati, Wan Manan, et al.
Published: (2018)
IDS for Improving DDoS attack recognition based on attack profiles and network traffic features
by: Sallam, Amer A., et al.
Published: (2020)
by: Sallam, Amer A., et al.
Published: (2020)
Security Scheme for Protecting Cloud Computing Services Against Bursty DDoS Attacks
by: Mazlina, Abdul Majid, et al.
Published: (2015)
by: Mazlina, Abdul Majid, et al.
Published: (2015)
Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing
by: Jaber, Aws Naser, et al.
Published: (2018)
by: Jaber, Aws Naser, et al.
Published: (2018)
Evaluation of boruta algorithm in DDoS detection
by: Noor Farhana, Mohd Zuki, et al.
Published: (2023)
by: Noor Farhana, Mohd Zuki, et al.
Published: (2023)
Security Everywhere Cloud: An Intensive Review of DoS and DDoS Attacks in Cloud Computing
by: Mazlina, Abdul Majid, et al.
Published: (2014)
by: Mazlina, Abdul Majid, et al.
Published: (2014)
AI-based techniques for DDoS Attack Detection in WSN: a
systematic literature review
by: Mohammed, Al-Naeem, et al.
Published: (2020)
by: Mohammed, Al-Naeem, et al.
Published: (2020)
An evaluation on KNN-SVM algorithm for detection and prediction of DDoS attack
by: Yusof, Ahmad Riza’ain, et al.
Published: (2016)
by: Yusof, Ahmad Riza’ain, et al.
Published: (2016)
Systematic literature review and taxonomy for DDoS attack detection and prediction
by: Yusof, Ahmad Riza’ain, et al.
Published: (2019)
by: Yusof, Ahmad Riza’ain, et al.
Published: (2019)
Hypervisor IDPS: DDoS Prevention Tool for Cloud Computing
by: Mohamad Fadli, Zolkipli, et al.
Published: (2017)
by: Mohamad Fadli, Zolkipli, et al.
Published: (2017)
Chaos Theory Based Detection against Network Mimicking DDoS Attacks
by: Chonka, A., et al.
Published: (2009)
by: Chonka, A., et al.
Published: (2009)
An Intelligence Technique For Denial Of Service (Dos) Attack Detection
by: Wan Nurul Safawati, Wan Manan, et al.
Published: (2017)
by: Wan Nurul Safawati, Wan Manan, et al.
Published: (2017)
Data mining techniques for effective detection of distributed denial-of-service attacks
by: Lee, Yuen Hui
Published: (2024)
by: Lee, Yuen Hui
Published: (2024)
Security Everywhere Cloud: An Intensive Review of DoS and DDoS Attacks in Cloud Computing
by: Jaber, Aws Naser, et al.
Published: (2015)
by: Jaber, Aws Naser, et al.
Published: (2015)
Performance analysis based on DDoS attack at MAC layer in WLAN / Zati Bayani Harun
by: Harun, Zati Bayani
Published: (2019)
by: Harun, Zati Bayani
Published: (2019)
Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
Efficient Machine Learning Model for DDoS Detection
System Based on Dimensionality Reduction
by: Dheyab, Saad Ahmed, et al.
Published: (2023)
by: Dheyab, Saad Ahmed, et al.
Published: (2023)
Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
by: Ahmed Dheyab, Saad, et al.
Published: (2022)
by: Ahmed Dheyab, Saad, et al.
Published: (2022)
Efficient Machine Learning Model for DDoS Detection System Based on Dimensionality Reduction
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
by: Dheyab, Saad Ahmed, et al.
Published: (2022)
An intrusion detection system for DDoS flooding attacks on IPv6 networks using deep learning techniques
by: Ahmed Marwan, Idrees Aleesa
Published: (2021)
by: Ahmed Marwan, Idrees Aleesa
Published: (2021)
An intelligent DDoS attack detection tree-based model using Gini index feature selection method
by: Bouke, Mohamed Aly, et al.
Published: (2023)
by: Bouke, Mohamed Aly, et al.
Published: (2023)
Investigation Model for Ddos Attack Detection in Real-Time
by: Ahmed, Abdulghani Ali
Published: (2015)
by: Ahmed, Abdulghani Ali
Published: (2015)
Flooding Distributed Denial of Service Attacks-A Review
by: Wan Mohd Ghazali, Khadijah, et al.
Published: (2011)
by: Wan Mohd Ghazali, Khadijah, et al.
Published: (2011)
Securing the Calea architecture against denial of service attacks
by: Lim, Kong Hua
Published: (2011)
by: Lim, Kong Hua
Published: (2011)
Secure AdHoc on demand distance vector routing protocol using media access control and symmetric encryption against black hole and DDoS attacks in manet
by: Khan, Samia
Published: (2018)
by: Khan, Samia
Published: (2018)
Distributed Denial of Service Attack Detection in IoT Networks using Deep Learning and Feature Fusion: A Review
by: Nuhu Ahmad, Abdulhafiz, et al.
Published: (2024)
by: Nuhu Ahmad, Abdulhafiz, et al.
Published: (2024)
An improved DDoS detection using hybrid N-Gram heuristic technique
by: Maslan, Andi, et al.
Published: (2017)
by: Maslan, Andi, et al.
Published: (2017)
Flow-Representation Approach For ICMPV6-Based Ddos Attacks Detection
by: Elejla, Omar E. O.
Published: (2018)
by: Elejla, Omar E. O.
Published: (2018)
Distributed denial of service attack Detection in IoT networks using deep learning and feature fusion : A review
by: Nuhu Ahmad, Abdul hafiz, et al.
Published: (2024)
by: Nuhu Ahmad, Abdul hafiz, et al.
Published: (2024)
Utilizing first hop redundancy protocol to mitigate the effects of denial-of-service attack
by: Khong, Johnson
Published: (2018)
by: Khong, Johnson
Published: (2018)
A comprehensive study of distributed denial of service attack with the detection techniques
by: Ibrahim, Husam Hamid
Published: (2018)
by: Ibrahim, Husam Hamid
Published: (2018)
A comprehensive study of distributed denial of service attack with the detection techniques
by: Ibrahim, Husam Hamid
Published: (2018)
by: Ibrahim, Husam Hamid
Published: (2018)
DDoS detection using active and idle features of revised CICFlowMeter and statistical approaches
by: Ali, Basheer Husham, et al.
Published: (2022)
by: Ali, Basheer Husham, et al.
Published: (2022)
Similar Items
-
Detection Of Distributed Denial-Of-Service (Ddos) Attack With Hyperparameter Tuning Based On Machine Learning Approach
by: Choo, Yong Han
Published: (2023) -
Methods for Preventing DDoS Attacks in Cloud Computing
by: Jaber, Aws Naser, et al.
Published: (2017) -
Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments
by: Khan, Muhammad Asif, et al.
Published: (2025) -
Filtration Model For DDoS Attack Detection in Real-Time
by: Ahmed, Abdulghani Ali
Published: (2015) -
An efficient DDoS attack detection framework for vehicular communication / Raenu Kolandaisamy
by: Raenu , Kolandaisamy
Published: (2020)