An improved negative selection algorithm-based fault detection method

A Abid, MT Khan, IU Haq, S Anwar… - IETE Journal of …, 2022 - Taylor & Francis
Fault detection has been an active research field and increasingly important for the safety of
technical processes and systems. A variety of fault detection methods have been developed …

A survey of intrusion detection techniques based on negative selection algorithm

K Singh, L Kaur, R Maini - … Journal of System Assurance Engineering and …, 2022 - Springer
Abstract The Artificial Immune System (AIS) is a powerful information processing system in
adaptability, distribution, self-regulation, and decentralization control in computer networks …

DENSA: An effective negative selection algorithm with flexible boundaries for self-space and dynamic number of detectors

S Fouladvand, A Osareh, B Shadgar, M Pavone… - … Applications of Artificial …, 2017 - Elsevier
The negative selection algorithm is an anomaly detection technique inspired by the self-
nonself discrimination behavior observed in the Biological Immune System. The most …

Layered and real-valued negative selection algorithm for fault detection

A Abid, MT Khan, CW de Silva - IEEE Systems Journal, 2017 - ieeexplore.ieee.org
In this paper, the challenging task of the development of a generic fault detection (FD)
method is addressed. While the past FD research has primarily focused on modeling and …

Three branches of negative representation of information: A survey

W Luo, R Liu, H Jiang, D Zhao… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Negative Representation of Information (NRI) is an emerging topic that is primarily inspired
by the self-nonself discrimination paradigm of the biological immune system, and it is mainly …

An antigen space density based real-value negative selection algorithm

T Yang, W Chen, T Li - Applied Soft Computing, 2017 - Elsevier
The negative selection algorithm (NSA) is an important detector generation algorithm for
artificial immune systems. In high-dimensional space, antigens (data samples) distribute …

An antigen space triangulation coverage based real-value negative selection algorithm

Z Fan, C Wen, L Tao, C Xiaochun, P Haipeng - Ieee Access, 2019 - ieeexplore.ieee.org
Negative selection algorithm (NSA) is an important detector generation algorithm of artificial
immune system (AIS). Traditional NSAs randomly generate detectors in the whole antigen …

Towards a hybrid immune algorithm based on danger theory for database security

W Said, AM Mostafa - IEEE Access, 2020 - ieeexplore.ieee.org
In Databases, the most prevalent cause of data breaches comes from insiders who misuse
their account privileges. Due to the difficulty of discovering such breaches, an adaptive …

A negative selection algorithm based on adaptive immunoregulation

H Deng, T Yang - 2020 5th International Conference on …, 2020 - ieeexplore.ieee.org
Negative selection algorithm (NSA) is an important detectors training algorithm in artificial
immune system (AIS). In NSAs, the self radius and location of detectors affect the …

Negative selection based data classification with flexible boundaries

L Nemati, M Shakeri - Journal of Computer & Robotics, 2018 - jcr.qazvin.iau.ir
One of the most important artificial immune algorithms is negative selection algorithm, which
is an anomaly detection and pattern recognition technique; however, recent research has …