activity
20192021
most citedZero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices

95 citations · 138 across the 11 of their papers we have counts for

collaborators

15 papers

cs.CR2021

Blockchain Enabled Secure Authentication for Unmanned Aircraft Systems

Yongxin Liu, Jian Wang, Yingjie Chen +5

The integration of air and ground smart vehicles is becoming a new paradigm of future transportation. A decent number of smart unmanned vehicles or UAS will be sharing the national…

cs.LG20212 cited

Zero-bias Deep Neural Network for Quickest RF Signal Surveillance

Yongxin Liu, Yingjie Chen, Jian Wang +3

The Internet of Things (IoT) is reshaping modern society by allowing a decent number of RF devices to connect and share information through RF channels. However, such an open natur…

cs.LG2021

Federated Variational Learning for Anomaly Detection in Multivariate Time Series

Kai Zhang, Yushan Jiang, Lee Seversky +3

Anomaly detection has been a challenging task given high-dimensional multivariate time series data generated by networked sensors and actuators in Cyber-Physical Systems (CPS). Bes…

cs.CR2021

Learning to Detect: A Data-driven Approach for Network Intrusion Detection

Zachary Tauscher, Yushan Jiang, Kai Zhang +2

With massive data being generated daily and the ever-increasing interconnectivity of the world's Internet infrastructures, a machine learning based intrusion detection system (IDS)…

cs.MA20212 cited

Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency

Kai Zhang, Yupeng Yang, Chengtao Xu +2

The effectiveness of resource allocation under emergencies especially hurricane disasters is crucial. However, most researchers focus on emergency resource allocation in a ground t…

cs.CR20214 cited

Hash-MAC-DSDV: Mutual Authentication for Intelligent IoT-Based Cyber-Physical Systems

Muhammad Adil, Mian Ahmad Jan, Spyridon Mastorakis +4

Cyber-Physical Systems (CPS) connected in the form of Internet of Things (IoT) are vulnerable to various security threats, due to the infrastructure-less deployment of IoT devices.…