Concepedia

Enhanced Hybrid Intrusion Detection System with Attention Mechanism using Deep Learning

Pundalik Chavan, Harish Hanumanthappa, E. G. Satish, Sunil Manoli, S Supreeth, S Rohith, H. C. Ramaprasad

SN Computer Science · 2024 · 16 citations · 30 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityMachine LearningNetwork SecurityAnomaly DetectionAttention NetworksComputer IntrusionDeep LearningIntrusion DetectionThreat DetectionAttentionComputer Intrusion DetectionDeep Learning For Intrusion DetectionDeep Learning-based Anomaly DetectionDeep Learning-based DetectionHybrid Intrusion DetectionIntrusion Detection Architecture

References

30

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Xception: Deep Learning with Depthwise Separable Convolutions

François Chollet · 2017 · 19K citations

Computing, Computer Science, Computer Vision +7

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay · 2015 · 3.6K citations

Computing, Computer Science, Cybersecurity +11

Security of the Internet of Things: Vulnerabilities, Attacks, and Countermeasures

IEEE Communications Surveys & Tutorials · 2019 · 664 citations · Full text

Computing, Computer Science, Cybersecurity +15

Benchmarking of Machine Learning for Anomaly Based Intrusion Detection Systems in the CICIDS2017 Dataset

Ziadoon Kamil Maseer, Robiah Yusof, Nazrulazhar Bahaman et al. · IEEE Access · 2021 · 433 citations · Full text

Computing, Computer Engineering, Computer Science +16