Concepedia

A hybrid machine learning model for detecting cybersecurity threats in IoT applications

Midighe Usoh, Philip Asuquo, Simeon Ozuomba, Bliss Stephen, Udoinyang G. Inyang

International Journal of Information Technology · 2023 · 40 citations · 33 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityInternet Of ThingsMachine LearningIntrusion DetectionIot SecurityRepresentation LearningThreat AnalysisThreat DetectionThreat ModelingCybersecurity VulnerabilityHybrid Intrusion DetectionInternet Of Things Threat ModelingIot Threat ModelingMachine Learning For Intrusion DetectionMachine Learning For IotThreat Identification

References

33

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

Computing, Computer Science, Algorithms +10

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

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Erico Tjoa, Cuntai Guan · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 2.2K citations · Full text

Computing, Computer Science, Health Informatics +15

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee et al. · Computers & Security · 2012 · 1.3K citations

Computing, Computer Engineering, Computer Science +16

Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches

Md. Mahmudul Hasan, Md. Milon Islam, Md Ishrak Islam Zarif et al. · Internet of Things · 2019 · 830 citations · Full text

Computing, Computer Science, Cybersecurity +15