An Elaborate Comprehensive Survey on Recent Developments in Behaviour Based Intrusion Detection Systems
| Title | An Elaborate Comprehensive Survey on Recent Developments in Behaviour Based Intrusion Detection Systems |
| Publication Type | Conference Paper |
| Year of Publication | 2019 |
| Authors | Bharathy, A M Viswa, Umapathi, N, Prabaharan, S |
| Conference Name | 2019 International Conference on Computational Intelligence in Data Science (ICCIDS) |
| Keywords | Artificial neural networks, behavior, behaviour based intrusion detection systems, Classification algorithms, cloud computing, composability, data monitoring, detection, IDS, intrusion, Intrusion detection, Intrusion Detection Systems, intrusion detection technology, network activity, pubcrawl, Radio frequency, Resiliency, security of data, survey, telecommunication traffic |
| Abstract | Intrusion detection system is described as a data monitoring, network activity study and data on possible vulnerabilities and attacks in advance. One of the main limitations of the present intrusion detection technology is the need to take out fake alarms so that the user can confound with the data. This paper deals with the different types of IDS their behaviour, response time and other important factors. This paper also demonstrates and brings out the advantages and disadvantages of six latest intrusion detection techniques and gives a clear picture of the recent advancements available in the field of IDS based on the factors detection rate, accuracy, average running time and false alarm rate. |
| DOI | 10.1109/ICCIDS.2019.8862119 |
| Citation Key | bharathy_elaborate_2019 |
- Intrusion Detection
- telecommunication traffic
- survey
- security of data
- Resiliency
- Radio frequency
- pubcrawl
- network activity
- intrusion detection technology
- Intrusion Detection Systems
- Artificial Neural Networks
- intrusion
- IDS
- detection
- data monitoring
- composability
- Cloud Computing
- Classification algorithms
- behaviour based intrusion detection systems
- behavior