CADeSH: Collaborative Anomaly Detection for Smart Homes

Federated learning for malware detection in IoT devices

(2022) Valerian Rey et al.   Computer Networks

Semi-supervised anomaly detection algorithms: A comparative summary and future research directions

(2021) Miryam Elizabeth Villa-Pérez et al.   KNOWLEDGE-BASED SYSTEMS

Survey on Botnet Detection Techniques: Classification, Methods, and Evaluation

(2021) Ying Xing et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Autoencoder-based feature construction for IoT attacks clustering

(2021) Junaid Haseeb et al.   Future Generation Computer Systems-The International Journal of eScience

Detecting Cyber Attacks in Smart Grids Using Semi-Supervised Anomaly Detection and Deep Representation Learning

(2021) Ruobin Qi et al.   Information (Switzerland)

A Comprehensive Study of Anomaly Detection Schemes in IoT Networks Using Machine Learning Algorithms

(2021) Abebe Diro et al.   SENSORS

Anomaly Detection in Smart Home Operation From User Behaviors and Home Conditions

(2020) Masaaki Yamauchi et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach

(2020) Yi Liu et al.   IEEE Internet of Things Journal

A Review of Intrusion Detection Systems Using Machine and Deep Learning in Internet of Things: Challenges, Solutions and Future Directions

(2020) Javed Asharf et al.   Electronics

A novel approach for detecting vulnerable IoT devices connected behind a home NAT

(2020) Yair Meidan et al.   COMPUTERS & SECURITY

Federated Machine Learning

(2019) Qiang Yang et al.   ACM Transactions on Intelligent Systems and Technology

A multi-stage anomaly detection scheme for augmenting the security in IoT-enabled applications

(2019) Sahil Garg et al.   Future Generation Computer Systems-The International Journal of eScience

Outlier Dirichlet Mixture Mechanism: Adversarial Statistical Learning for Anomaly Detection in the Fog

(2019) Nour Moustafa et al.   IEEE Transactions on Information Forensics and Security

A Supervised Intrusion Detection System for Smart Home IoT Devices

(2019) Eirini Anthi et al.   IEEE Internet of Things Journal

A Comprehensive Survey on Attacks, Security Issues and Blockchain Solutions for IoT and IIoT

(2019) Jayasree Sengupta et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

TPII: tracking personally identifiable information via user behaviors in HTTP traffic

(2019) Yi Liu et al.   Frontiers of Computer Science

A Game Theory Based Collaborative Security Detection Method for Internet of Things Systems

(2018) Hao Wu et al.   IEEE Transactions on Information Forensics and Security

Taxonomy and Survey of Collaborative Intrusion Detection

(2015) Emmanouil Vasilomanolakis et al.   ACM COMPUTING SURVEYS

On fingerprinting probing activities

(2014) Elias Bou-Harb et al.   COMPUTERS & SECURITY

Flow Monitoring Explained: From Packet Capture to Data Analysis With NetFlow and IPFIX

(2014) Rick Hofstede et al.   IEEE Communications Surveys and Tutorials

A survey of network flow applications

(2013) Bingdong Li et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS