A Deep CNN-based Framework for Distributed Denial of Services (DDoS) Attack Detection in Internet of Things (IoT)

Author:

Gupta Brij B.1ORCID,Gaurav Akshat2ORCID,Arya Varsha3ORCID,Kim Pankoo4ORCID

Affiliation:

1. Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan & Lebanese American University, Beirut, Lebanon

2. Ronin Institute, US

3. Asia University, Taiwan

4. Dept. of Computer Engineering, Chosun University, Gwangju, Republic of Korea

Funder

Institute for Information & communication Technology Planning & evaluation

Publisher

ACM

Reference30 articles.

1. Nadine Abbas , Youssef Nasser , Maryam Shehab , and Sanaa Sharafeddine . 2021 . Attack-specific feature selection for anomaly detection in software-defined networks . In 2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM). IEEE, 142--146 . Nadine Abbas, Youssef Nasser, Maryam Shehab, and Sanaa Sharafeddine. 2021. Attack-specific feature selection for anomaly detection in software-defined networks. In 2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM). IEEE, 142--146.

2. DDoS attacks detection using machine learning and deep learning techniques: analysis and comparison;Al-Shareeda Mahmood A;Bulletin of Electrical Engineering and Informatics,2023

3. Mohammed Hasan Ali , Mustafa Musa Jaber , Sura Khalil Abd, Amjad Rehman, Mazhar Javed Awan, Robertas Damaeviius, and Saeed Ali Bahaj. 2022 . Threat Analysis and Distributed Denial of Service (DDoS) Attack Recognition in the Internet of Things (IoT). Electronics ( 2022). Mohammed Hasan Ali, Mustafa Musa Jaber, Sura Khalil Abd, Amjad Rehman, Mazhar Javed Awan, Robertas Damaeviius, and Saeed Ali Bahaj. 2022. Threat Analysis and Distributed Denial of Service (DDoS) Attack Recognition in the Internet of Things (IoT). Electronics (2022).

4. Josue Genaro Almaraz-Rivera , Jesús Arturo Pérez Díaz, and José Antonio Cantoral-Ceballos . 2022 . Transport and Application Layer DDoS Attacks Detection to IoT Devices by Using Machine Learning and Deep Learning Models. Sensors (Basel, Switzerland) 22 (2022). Josue Genaro Almaraz-Rivera, Jesús Arturo Pérez Díaz, and José Antonio Cantoral-Ceballos. 2022. Transport and Application Layer DDoS Attacks Detection to IoT Devices by Using Machine Learning and Deep Learning Models. Sensors (Basel, Switzerland) 22 (2022).

5. DDoS detection using machine learning techniques;Amrish R;Journal of IoT in Social, Mobile, Analytics, and Cloud,2022

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