An Improved Network Intrusion Detection Method Based On CNN-LSTM-SA

• Main Authors: Hui, Bian, Chiew, Kang Leng
• Format: Article
• Language: English
• Published: Semarak Ilmu Publishing 2025
• Subjects: QA75 Electronic computers. Computer science; T Technology (General)
• Online Access: http://ir.unimas.my/id/eprint/45194/1/ARASETV44_N1_PP225_238%20%28dragged%29.pdf; http://ir.unimas.my/id/eprint/45194/; https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/index; https://doi.org/10.37934/araset.44.1.225238
• Institution: Universiti Malaysia Sarawak

Network intrusion detection is an essential component of contemporary cybersecurity strategies, and the development of efficient techniques to accurately identify malicious activities has become a priority. This study investigates the performance of various conventional machine learning algorithms,...