- Crossref DOI Prefix: 10.31695/IJASRE
- ISSN: 2454 - 8006
- Email: firstname.lastname@example.org
International Journal of Advances in Scientific Research and Engineering-IJASRE
Implementation Hybrid (NIDS) System using Anomaly Holt-winter Algorithm and Signature-based Scheme
Article Category: Computer Science and Information Engineering
Author: Mohamed Elmubarak,Abdelrahman Karrar ,Nafeesa Hassan
Abstract: An intrusion detection system is a security attack detection/prevention mechanism, it can be implemented into the software module or hardware module for the purpose of monitoring the systems or network for malicious activities. IDS can be categorized by monitoring resources to Host Intrusion Detection System (HIDS) and Network Intrusion Detection System (NIDS). HIDS are deployed to monitor local activities on the speciﬁc machine; on the other hand, NIDS placed into the central point on the network such as ﬁrewall to monitor network traﬃc. IDS also can be categorized depending on the detection method for anomaly and misuse (signature). In this paper, we implement a hybrid implementation of IDS using Holt-winter anomaly algorithm and signature-based approach. Furthermore, a case study using Holt-winter anomaly based and signature misuse based schemes will be implemented and analyzed, finally, the result of the experiment will be shown.
Keyword: Intrusion Detection System, Network Intrusion Detection System.
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