373 citations · 380 across the 4 of their papers we have counts for
4 papers
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Yao Qin, Dongjin Song, Haifeng Chen +3
The Nonlinear autoregressive exogenous (NARX) model, which predicts the current value of a time series based upon its previous values as well as the current and past values of mult…
Collaborative Alerts Ranking for Anomaly Detection
Ying Lin, Zhengzhang Chen, Cheng Cao +5
Given a large number of low-level heterogeneous categorical alerts from an anomaly detection system, how to characterize complex relationships between different alerts, filter out…
GID: Graph-based Intrusion Detection on Massive Process Traces for Enterprise Security Systems
Boxiang Dong, Zhengzhang Chen, Hui Wang +5
Intrusion detection system (IDS) is an important part of enterprise security system architecture. In particular, anomaly-based IDS has been widely applied to detect abnormal proces…
Behavior Query Discovery in System-Generated Temporal Graphs
Bo Zong, Xusheng Xiao, Zhichun Li +5
Computer system monitoring generates huge amounts of logs that record the interaction of system entities. How to query such data to better understand system behaviors and identify…