518 citations · 1.1k across the 15 of their papers we have counts for
8 papers · 1 filter
Secure Mobile Crowdsensing with Deep Learning
Liang Xiao, Donghua Jiang, Dongjin Xu +1
In order to stimulate secure sensing for Internet of Things (IoT) applications such as healthcare and traffic monitoring, mobile crowdsensing (MCS) systems have to address security…
IoT Security Techniques Based on Machine Learning
Liang Xiao, Xiaoyue Wan, Xiaozhen Lu +2
Internet of things (IoT) that integrate a variety of devices into networks to provide advanced and intelligent services have to protect user privacy and address attacks such as spo…
Defense Against Advanced Persistent Threats in Dynamic Cloud Storage: A Colonel Blotto Game Approach
Minghui Min, Liang Xiao, Caixia Xie +2
Advanced Persistent Threat (APT) attackers apply multiple sophisticated methods to continuously and stealthily steal information from the targeted cloud storage systems and can eve…
Security in Mobile Edge Caching with Reinforcement Learning
Liang Xiao, Xiaoyue Wan, Canhuang Dai +3
Mobile edge computing usually uses cache to support multimedia contents in 5G mobile Internet to reduce the computing overhead and latency. Mobile edge caching (MEC) systems are vu…
Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning
Liang Xiao, Guoan Han, Donghua Jiang +3
By using smart radio devices, a jammer can dynamically change its jamming policy based on opposing security mechanisms; it can even induce the mobile device to enter a specific com…
Using the Physical Layer for Wireless Authentication in Time-Variant Channels
Liang Xiao, Larry Greenstein, Narayan Mandayam +1
The wireless medium contains domain-specific information that can be used to complement and enhance traditional security mechanisms. In this paper we propose ways to exploit the sp…