A Federated Network Intrusion Detection System with Multi-Branch Network and Vertical Blocking Aggregation
Y Wang, W Zheng, Z Liu, J Wang, H Shi, M Gu, Y Di - Electronics, 2023 - mdpi.com
The rapid development of cloud–fog–edge computing and mobile devices has led to
massive amounts of data being generated. Also, artificial intelligence technology, like …
massive amounts of data being generated. Also, artificial intelligence technology, like …
Malicious packet classification based on neural network using kitsune features
Abstract Network Intrusion Detection Systems (NIDSes) play an important role in security
operations to detect and defend against cyberattacks. As artificial intelligence (AI)-powered …
operations to detect and defend against cyberattacks. As artificial intelligence (AI)-powered …
Generating labeled training datasets towards unified network intrusion detection systems
It is crucial to implement innovative artificial intelligence (AI)-powered network intrusion
detection systems (NIDSes) to protect enterprise networks from cyberattacks, which have …
detection systems (NIDSes) to protect enterprise networks from cyberattacks, which have …
Consolidating Packet-Level Features for Effective Network Intrusion Detection: A Novel Session-Level Approach
Network Intrusion Detection Systems (NIDSs) are crucial tools for ensuring cyber security.
Recently, machine learning-based NIDSs have gained popularity due to their ability to adapt …
Recently, machine learning-based NIDSs have gained popularity due to their ability to adapt …
Packet-Level Intrusion Detection Using LSTM Focusing on Personal Information and Payloads
S Kawanaka, Y Kashiwabara… - 2023 18th Asia Joint …, 2023 - ieeexplore.ieee.org
In recent years, network-based intrusion detection systems (NIDS) based on advanced
neural network (NN) technologies have emerged. In the previous study (Hwang et al. 2019) …
neural network (NN) technologies have emerged. In the previous study (Hwang et al. 2019) …
Malicious Packet Classification Based on Neural Network Using Kitsune Features
Network Intrusion Detection Systems (NIDSes) play an important role in security operations
to detect and defend against cyberattacks. As artificial intelligence (AI)-powered NIDSes are …
to detect and defend against cyberattacks. As artificial intelligence (AI)-powered NIDSes are …
Kitsune 特徴量を用いた悪性通信のパケット分類
宮本耕平， 後藤大輝， 石橋亮典， 韓燦洙… - … 2021 論文集, 2021 - ipsj.ixsq.nii.ac.jp
論文抄録 サイバー攻撃の件数は増加傾向にあり, 悪性通信の検知やその攻撃手法の特定作業の
負担およびその重要度は増している. そのため, それらを自動的に行うネットワーク侵入検知 …
負担およびその重要度は増している. そのため, それらを自動的に行うネットワーク侵入検知 …