AI techniques for IoT-based DDoS attack detection: Taxonomies, comprehensive review and research challenges
B Bala, S Behal - Computer science review, 2024 - Elsevier
Abstract Distributed Denial of Service (DDoS) attacks in IoT networks are one of the most
devastating and challenging cyber-attacks. The number of IoT users is growing …
devastating and challenging cyber-attacks. The number of IoT users is growing …
[HTML][HTML] Quantum-empowered federated learning and 6G wireless networks for IoT security: Concept, challenges and future directions
Abstract The Internet of Things (IoT) has revolutionized various sectors by enabling
seamless device interaction. However, the proliferation of IoT devices has also raised …
seamless device interaction. However, the proliferation of IoT devices has also raised …
[HTML][HTML] CICIoT2023: A real-time dataset and benchmark for large-scale attacks in IoT environment
Nowadays, the Internet of Things (IoT) concept plays a pivotal role in society and brings new
capabilities to different industries. The number of IoT solutions in areas such as …
capabilities to different industries. The number of IoT solutions in areas such as …
An intelligent DDoS attack detection tree-based model using Gini index feature selection method
MA Bouke, A Abdullah, SH ALshatebi… - Microprocessors and …, 2023 - Elsevier
Cyber security has recently garnered enormous attention due to the popularity of the Internet
of Things (IoT), intelligent devices' rapid growth, and a vast number of real-life applications …
of Things (IoT), intelligent devices' rapid growth, and a vast number of real-life applications …
[HTML][HTML] A novel ensemble method for enhancing Internet of Things device security against botnet attacks
The growing number of connected Internet of Things (IoT) devices has led to the daily
growth of network botnet attacks. The networks of compromised devices controlled by a …
growth of network botnet attacks. The networks of compromised devices controlled by a …
An efficient approach to detect distributed denial of service attacks for software defined internet of things combining autoencoder and extreme gradient boosting with …
MA Setitra, M Fan… - Transactions on Emerging …, 2023 - Wiley Online Library
The growing popularity of Software Defined Networks (SDN) and the Internet of Things (IoT)
has led to the emergence of Software Defined Internet of Things (SDIoT) based on …
has led to the emergence of Software Defined Internet of Things (SDIoT) based on …
[HTML][HTML] Security in Cloud-Native Services: A Survey
T Theodoropoulos, L Rosa, C Benzaid, P Gray… - … of Cybersecurity and …, 2023 - mdpi.com
Cloud-native services face unique cybersecurity challenges due to their distributed
infrastructure. They are susceptible to various threats like malware, DDoS attacks, and Man …
infrastructure. They are susceptible to various threats like malware, DDoS attacks, and Man …
Detection of application-layer ddos attacks produced by various freely accessible toolkits using machine learning
Distributed Denial of Service (DDoS) attacks are a growing threat to online services, and
various methods have been developed to detect them. However, past research has mainly …
various methods have been developed to detect them. However, past research has mainly …
Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI)
GP Fernando, AAH Brayan, AM Florina… - IEEE …, 2023 - ieeexplore.ieee.org
One of the fields where Artificial Intelligence (AI) must continue to innovate is computer
security. The integration of Wireless Sensor Networks (WSN) with the Internet of Things (IoT) …
security. The integration of Wireless Sensor Networks (WSN) with the Internet of Things (IoT) …
[HTML][HTML] IoT-Based Intrusion Detection System Using New Hybrid Deep Learning Algorithm
S Yaras, M Dener - Electronics, 2024 - mdpi.com
The most significant threat that networks established in IoT may encounter is cyber attacks.
The most commonly encountered attacks among these threats are DDoS attacks. After …
The most commonly encountered attacks among these threats are DDoS attacks. After …