TY - GEN
T1 - An Auxiliary Classifier GAN-Based DDoS Defense Solution in Blockchain-Based Software Defined Industrial Network
AU - Zhang, Yue
AU - Gai, Keke
AU - Zhu, Liehuang
AU - Qiu, Meikang
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - As an emerging technology, Software-Defined Industrial Networks (SDIN) appears to be a vital technical approach for powering up new manufacturing modes due to its higher-level scalability and controllability. However, a few threats are still restricting the implementation of SDIN and Distributed Denial of Service (DDoS) is one of the common attacks. In this paper, we focus on the DDoS issue in SDIN, and propose a blockchain-empower SDIN scheme and an Auxiliary Classifier Generative Adversarial Networks (AC-GAN)-based DDoS attack detection model. Our experiment evaluations have demonstrated the effectiveness and performance of our proposed approach.
AB - As an emerging technology, Software-Defined Industrial Networks (SDIN) appears to be a vital technical approach for powering up new manufacturing modes due to its higher-level scalability and controllability. However, a few threats are still restricting the implementation of SDIN and Distributed Denial of Service (DDoS) is one of the common attacks. In this paper, we focus on the DDoS issue in SDIN, and propose a blockchain-empower SDIN scheme and an Auxiliary Classifier Generative Adversarial Networks (AC-GAN)-based DDoS attack detection model. Our experiment evaluations have demonstrated the effectiveness and performance of our proposed approach.
KW - Artificial intelligence
KW - Auxiliary classifier generative adversarial networks
KW - Blockchain
KW - Distributed denial of service
KW - Security
KW - Software defined industrial networks
UR - http://www.scopus.com/inward/record.url?scp=85152550337&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-28124-2_30
DO - 10.1007/978-3-031-28124-2_30
M3 - Conference contribution
AN - SCOPUS:85152550337
SN - 9783031281235
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 319
EP - 328
BT - Smart Computing and Communication - 7th International Conference, SmartCom 2022, Proceedings
A2 - Qiu, Meikang
A2 - Lu, Zhihui
A2 - Zhang, Cheng
PB - Springer Science and Business Media Deutschland GmbH
T2 - 7th International Conference on Smart Computing and Communication, SmartCom 2022
Y2 - 18 November 2022 through 20 November 2022
ER -