8 citations · 11 across the 5 of their papers we have counts for
5 papers
Botnet Detection using Social Graph Analysis
Jing Wang, Ioannis Ch. Paschalidis
Signature-based botnet detection methods identify botnets by recognizing Command and Control (C\&C) traffic and can be ineffective for botnets that use new and sophisticate mechani…
Robust Anomaly Detection in Dynamic Networks
Jing Wang, Ioannis Ch. Paschalidis
We propose two robust methods for anomaly detection in dynamic networks in which the properties of normal traffic are time-varying. We formulate the robust anomaly detection proble…
Network Anomaly Detection: A Survey and Comparative Analysis of Stochastic and Deterministic Methods
Jing Wang, Daniel Rossell, Christos G. Cassandras +1
We present five methods to the problem of network anomaly detection. These methods cover most of the common techniques in the anomaly detection field, including Statistical Hypothe…
Temporal Logic Motion Control using Actor-Critic Methods
Xu Chu Ding, Jing Wang, Morteza Lahijanian +2
In this paper, we consider the problem of deploying a robot from a specification given as a temporal logic statement about some properties satisfied by the regions of a large, part…
Least Squares Temporal Difference Actor-Critic Methods with Applications to Robot Motion Control
Reza Moazzez Estanjini, Xu Chu Ding, Morteza Lahijanian +3
We consider the problem of finding a control policy for a Markov Decision Process (MDP) to maximize the probability of reaching some states while avoiding some other states. This p…