Network Intrusion Detection using Combined Deep Learning Models: Literature Survey and Future Research Directions

被引:0
|
作者
Idrissi, Hamza Kamal [1 ]
Kartit, Ali [2 ]
机构
[1] STRS Laboratory, National Institute of Posts and Telecommunications (INPT), Rabat,10112, Morocco
[2] LTI Laboratory, National School of Applied Sciences of El Jadida (ENSAJ), Chouaib Doukkali University, El Jadida,24002, Morocco
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Anomaly detection - Cybersecurity - Deep learning - Extraction - Intrusion detection - Learning systems - Zero-day attack
引用
收藏
页码:998 / 1010
相关论文
共 50 条
  • [31] A Comparative Study of Using Deep Learning Algorithms in Network Intrusion Detection
    Elsayed, Salwa
    Mohamed, Khalil
    Madkour, Mohamed Ashraf
    IEEE ACCESS, 2024, 12 : 58851 - 58870
  • [32] Intrusion Detection in Software Defined Network Using Deep Learning Approach
    Susilo, Bambang
    Sari, Riri Fitri
    2021 IEEE 11TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2021, : 807 - 812
  • [33] An Explainable and Optimized Network Intrusion Detection Model using Deep Learning
    Haripriya, C.
    Jagadeesh, M. P. Prabhudev
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (01) : 482 - 488
  • [34] A Review on Challenges and Future Research Directions for Machine Learning-Based Intrusion Detection System
    Ankit Thakkar
    Ritika Lohiya
    Archives of Computational Methods in Engineering, 2023, 30 : 4245 - 4269
  • [35] A Review on Challenges and Future Research Directions for Machine Learning-Based Intrusion Detection System
    Thakkar, Ankit
    Lohiya, Ritika
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2023, 30 (07) : 4245 - 4269
  • [36] Privacy issues in intrusion detection systems: A taxonomy, survey and future directions
    Niksefat, Salman
    Kaghazgaran, Parisa
    Sadeghiyan, Babak
    COMPUTER SCIENCE REVIEW, 2017, 25 : 69 - 78
  • [37] Combined Deep Learning Approaches for Intrusion Detection Systems
    Alshattnawi, Sawsan
    Alshboul, Hadeel Rida
    International Journal of Interactive Mobile Technologies, 2024, 18 (19) : 144 - 155
  • [38] A Survey on Deep Learning Based Intrusion Detection System
    Ugurlu, Mesut
    Dogru, Ibrahim Alper
    2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 223 - 228
  • [39] Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions
    Khraisat, Ansam
    Alazab, Ammar
    Singh, Sarabjot
    Jan, Tony
    Gomez, Alfredo
    ACM Computing Surveys, 2024, 57 (01)
  • [40] Network Intrusion Detection in Software-Defined Network using Deep and Machine Learning
    Mhamdi, Lotfi
    Hamdi, Hedi
    Mahmood, Mahmood A.
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 2692 - 2697