Concepedia

Identification of malicious activities in industrial internet of things based on deep learning models

Muna Al-Hawawreh, Nour Moustafa, Elena Sitnikova

Journal of Information Security and Applications · 2018 · 332 citations · 43 references

Open access

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityInternet Of ThingsMachine LearningDeep LearningIndustrial Internet Of ThingsIndustrial Network SecurityIntrusion DetectionIot SecurityThreat DetectionDeep Learning-based Anomaly DetectionDeep Learning-based DetectionDeep Learning-based Malware DetectionIndustrial Internet Of Things SecurityInternet Of Things Threat ModelingIntrusion Detection For Industrial NetworksMalicious Device Identification

References

43

A detailed analysis of the KDD CUP 99 data set

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu et al. · 2009 · 4.8K citations · Full text

Computing, Computer Science, Cybersecurity +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

Traffic Flow Prediction With Big Data: A Deep Learning Approach

Yisheng Lv, Yanjie Duan, Wenwen Kang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 3K citations

Computing, Computer Science, Data Science +17

Advanced Materials Research

Mohd Hasbullah Idris, Hassan Jafari, Shervin Eslami Harandi et al. · Advanced materials research · 2012 · 2.4K citations

Why Does Unsupervised Pre-training Help Deep Learning?

Dumitru Erhan, Aaron Courville, Yoshua Bengio et al. · 2010 · 2.1K citations

Computing, Computer Science, Machine Learning +6