4.7 Article

Light gradient boosting machine with optimized hyperparameters for identification of malicious access in IoT network

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Information Systems

Machine Learning in IoT Security: Current Solutions and Future Challenges

Fatima Hussain et al.

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS (2020)

Article Computer Science, Information Systems

A lightweight machine learning-based authentication framework for smart IoT devices

P. Punithavathi et al.

INFORMATION SCIENCES (2019)

Article Computer Science, Information Systems

A Multimodal Malware Detection Technique for Android IoT Devices Using Various Features

Rajesh Kumar et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

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

Mahmudul Hasan et al.

INTERNET OF THINGS (2019)

Article Computer Science, Artificial Intelligence

Semi-supervised learning based distributed attack detection framework for IoT

Shailendra Rathore et al.

APPLIED SOFT COMPUTING (2018)

Article Computer Science, Theory & Methods

Distributed attack detection scheme using deep learning approach for Internet of Things

Abebe Abeshu Diro et al.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2018)

Article Computer Science, Artificial Intelligence

A survey on application of machine learning for Internet of Things

Laizhong Cui et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2018)

Article Engineering, Electrical & Electronic

IoT Security Techniques Based on Machine Learning How do IoT devices use AI to enhance security?

Liang Xiao et al.

IEEE SIGNAL PROCESSING MAGAZINE (2018)

Article Computer Science, Information Systems

Framework for Mobile Internet of Things Security Monitoring Based on Big Data Processing and Machine Learning

Igor Kotenko et al.

IEEE ACCESS (2018)

Article Computer Science, Information Systems

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

Chuanlong Yin et al.

IEEE ACCESS (2017)

Article Computer Science, Artificial Intelligence

An uncertainty-managing batch relevance-based approach to network anomaly detection

Gianni D'angelo et al.

APPLIED SOFT COMPUTING (2015)

Article Mathematical & Computational Biology

Multi-class AdaBoost

Trevor Hastie et al.

Statistics and Its Interface (2013)

Article Statistics & Probability

Greedy function approximation: A gradient boosting machine

JH Friedman

ANNALS OF STATISTICS (2001)