Data mining techniques in intrusion detection systems: A systematic literature review
The continued ability to detect malicious network intrusions has become an exercise in
scalability, in which data mining techniques are playing an increasingly important role. We …
scalability, in which data mining techniques are playing an increasingly important role. We …
Data collection for attack detection and security measurement in mobile ad hoc networks: A survey
Abstract Mobile Ad Hoc Network (MANET) is becoming one type of major next generation
wireless networks. Nevertheless, it easily suffers from various attacks due to its specific …
wireless networks. Nevertheless, it easily suffers from various attacks due to its specific …
MPCE: a maximum probability based cross entropy loss function for neural network classification
Y Zhou, X Wang, M Zhang, J Zhu, R Zheng… - IEEE Access, 2019 - ieeexplore.ieee.org
In recent years, multi-classifier learning is of significant interest in industrial and economic
fields. Moreover, neural network is a popular approach in multi-classifier learning. However …
fields. Moreover, neural network is a popular approach in multi-classifier learning. However …
[PDF][PDF] 网络入侵检测技术综述
蹇诗婕， 卢志刚， 杜丹， 姜波， 刘宝旭 - 信息安全学报, 2020 - jcs.iie.ac.cn
摘要随着互联网时代的发展, 内部威胁, 零日漏洞和DoS 攻击等攻击行为日益增加,
网络安全变得越来越重要, 入侵检测已成为网络攻击检测的一种重要手段. 随着机器学习算法的 …
网络安全变得越来越重要, 入侵检测已成为网络攻击检测的一种重要手段. 随着机器学习算法的 …
Trust-aware FuzzyClus-Fuzzy NB: intrusion detection scheme based on fuzzy clustering and Bayesian rule
N Veeraiah, BT Krishna - Wireless Networks, 2019 - Springer
The dynamic nature of the nodes on the mobile ad hoc network (MANET) imposes security
issues in the network and most of the Intrusion detection methods concentrated on the …
issues in the network and most of the Intrusion detection methods concentrated on the …
A comprehensive taxonomy of schemes to detect and mitigate blackhole attack and its variants in MANETs
N Khanna, M Sachdeva - Computer Science Review, 2019 - Elsevier
Abstract Mobile Ad hoc Network due to its intrinsic properties of mobility, infrastructure-less
working and vulnerability of underlined standard routing protocols is exposed to various …
working and vulnerability of underlined standard routing protocols is exposed to various …
Information-aware secure routing in wireless sensor networks
Q Shi, L Qin, Y Ding, B Xie, J Zheng, L Song - Sensors, 2019 - mdpi.com
Secure routing is crucial for wireless sensor networks (WSNs) because they are vulnerable
to various attacks. In this paper, we propose a new secure routing protocol for WSNs in the …
to various attacks. In this paper, we propose a new secure routing protocol for WSNs in the …
A suggested testbed to evaluate multicast network and threat prevention performance of Next Generation Firewalls
Although security have to be a key issue for systems carrying intelligence such as
surveillance system, it is still overshadowed by bandwidth utilization in multicast networks …
surveillance system, it is still overshadowed by bandwidth utilization in multicast networks …
An enhanced detection system against routing attacks in mobile ad-hoc network
Mobile ad-hoc network is a dynamic wireless network that transfers information through
neighbor nodes with a temporary configuration. Due to its dynamic nature, it is exposed to …
neighbor nodes with a temporary configuration. Due to its dynamic nature, it is exposed to …
A probability estimation-based feature reduction and Bayesian rough set approach for intrusion detection in mobile ad-hoc network
A mobile ad-hoc network is a small and temporary network. This network has a different
working principle and structure than wired networks. A source node transfers data to the …
working principle and structure than wired networks. A source node transfers data to the …