Concepedia

Imbalanced tabular data modelization using CTGAN and machine learning to improve IoT Botnet attacks detection

Omar Habibi, Mohammed Chemmakha, Mohamed Lazaar

Engineering Applications of Artificial Intelligence · 2022 · 162 citations · 25 references

Concepts

ComputingComputer EngineeringComputer ScienceComputer SecurityInternet Of ThingsMachine LearningBotnet AnalysisGenerative ModelingIntrusion DetectionIot SecurityThreat DetectionAdversarial Attack DetectionBotnet ClassificationBotnet DetectionDeep Learning For Intrusion DetectionIot Botnet DetectionMachine Learning For IotMalicious Traffic Detection

References

25

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.5K citations

Life Sciences, Computer Science, Neuroscience +12

Generative Adversarial Networks

arXiv (Cornell University) · 2014 · 4.6K citations · Full text

Computing, Computer Science, Computer Graphics +10

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using\n Generative Models

Pouya Samangouei, Maya Kabkab, Rama Chellappa · arXiv (Cornell University) · 2018 · 597 citations · Full text

Computing, Computer Science, Cybersecurity +8

MedGAN: Medical image translation using GANs

Computerized Medical Imaging and Graphics · 2019 · 577 citations · Full text

Engineering, Biomedical Engineering, Biomedical Informatics +7

The 2007 International Joint Conference on Neural Networks

2007 · 575 citations

Computing, Computer Science, Algorithms +13