- Home
- Publications
- Publication Search
- Publication Details
Title
A comprehensive deep learning benchmark for IoT IDS
Authors
Keywords
Intrusion detection system (IDS), Machine learning, Deep learning, Large-scale attacks, Internet of Things (IoT), Benchmark network dataset
Journal
COMPUTERS & SECURITY
Volume 114, Issue -, Pages 102588
Publisher
Elsevier BV
Online
2021-12-28
DOI
10.1016/j.cose.2021.102588
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Temporal Convolutional Networks for the Advance Prediction of ENSO
- (2020) Jining Yan et al. Scientific Reports
- Toward Edge-Based Deep Learning in Industrial Internet of Things
- (2020) Fan Liang et al. IEEE Internet of Things Journal
- Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering
- (2020) Abdelouahid Derhab et al. WIRELESS COMMUNICATIONS & MOBILE COMPUTING
- Towards the development of realistic botnet dataset in the internet of things for network forensic analytics: Bot-IoT dataset
- (2019) Nickolaos Koroniotis et al. Future Generation Computer Systems-The International Journal of eScience
- Deep Learning for Encrypted Traffic Classification: An Overview
- (2019) Shahbaz Rezaei et al. IEEE COMMUNICATIONS MAGAZINE
- Assessing risks and threats with layered approach to Internet of Things security
- (2019) Murat Aydos et al. MEASUREMENT & CONTROL
- An LSTM-Based Deep Learning Approach for Classifying Malicious Traffic at the Packet Level
- (2019) Ren-Hung Hwang et al. Applied Sciences-Basel
- DL‐IDS: a deep learning–based intrusion detection framework for securing IoT
- (2019) Yazan Otoum et al. Transactions on Emerging Telecommunications Technologies
- A Supervised Intrusion Detection System for Smart Home IoT Devices
- (2019) Eirini Anthi et al. IEEE Internet of Things Journal
- Deep Learning for IoT Big Data and Streaming Analytics: A Survey
- (2018) Mehdi Mohammadi et al. IEEE Communications Surveys and Tutorials
- A Systematic Study of Online Class Imbalance Learning With Concept Drift
- (2018) Shuo Wang et al. IEEE Transactions on Neural Networks and Learning Systems
- A novel countermeasure technique for reactive jamming attack in internet of things
- (2018) Alaba Ayotunde Fadele et al. MULTIMEDIA TOOLS AND APPLICATIONS
- An Ensemble Intrusion Detection Technique based on proposed Statistical Flow Features for Protecting Network Traffic of Internet of Things
- (2018) Nour Moustafa et al. IEEE Internet of Things Journal
- Real-time Secure Health Surveillance for Smarter Health Communities
- (2018) Abdulatif Alabdulatif et al. IEEE COMMUNICATIONS MAGAZINE
- A Survey on Class Imbalance Learning on Automatic Visual Inspection
- (2014) Carlos Mera et al. IEEE Latin America Transactions
- Anomaly-based network intrusion detection: Techniques, systems and challenges
- (2008) P. García-Teodoro et al. COMPUTERS & SECURITY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started