| Title | Concept for network intrusion detection system based on recurrent neural network classifier |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Nikolov, Dimitar, Kordev, Iliyan, Stefanova, Stela |
| Conference Name | 2018 IEEE XXVII International Scientific Conference Electronics - ET |
| Date Published | sep |
| Keywords | Apache HTTP Server, composability, computer aided instruction, computer network security, computer science education, DoS, Educational institutions, high-school student, Intrusion detection, intrusion detection system, learning project, Logic gates, long-short term memory units, long-short term neural network, Metrics, Monitoring, network intrusion detection, network intrusion detection system, problem-based learning, pubcrawl, recurrent neural nets, recurrent neural network classifier, Recurrent neural networks, Resiliency, Technical University Sofia, technology school electronic systems, Web servers |
| Abstract | This paper presents the effects of problem based learning project on a high-school student in Technology school "Electronic systems" associated with Technical University Sofia. The problem is creating an intrusion detection system for Apache HTTP Server with duration 6 months. The intrusion detection system is based on a recurrent neural network classifier namely long-short term memory units. |
| DOI | 10.1109/ET.2018.8549584 |
| Citation Key | nikolov_concept_2018 |
Concept for network intrusion detection system based on recurrent neural network classifier