Feature Representation for Network Intrusion Detection System Trough Embedding Neural Network

• Main Authors: Handika, Vian, Istiyanto, Jazi Eko, Ashari, Ahmad, Purnama, Satriawan Rasyid, Rochman, Syafiqur, Dharmawan, Andi
• Format: Conference or Workshop Item PeerReviewed
• Language: English
• Published: 2023
• Subjects: Information and Computing Sciences; Mathematics and Applied Sciences
• Online Access: https://repository.ugm.ac.id/280306/1/Handika_MIPA.pdf; https://repository.ugm.ac.id/280306/; https://ieeexplore.ieee.org/document/10037425
• Institution: Universitas Gadjah Mada

Computer network technology is growing rapidly, but cyberattacks are also increasing in number and variants that occur every year. Anomaly-based network intrusion detection system (NIDS) is still vulnerable to false positive rates even though it has used a machine learning approach to detect zero-da...