222 citations · 534 across the 8 of their papers we have counts for
8 papers
Centralized Network Utility Maximization with Accelerated Gradient Method
Ying Tian, Zhiliang Wang, Xia Yin +3
Network utility maximization (NUM) is a well-studied problem for network traffic management and resource allocation. Because of the inherent decentralization and complexity of netw…
Is it a Real CD Mismatch in Interdomain Routing?
Sun Letong, Shi Xingang, Han Fengyan +3
In inter-domain routing, a packet is not always forwarded along the Autonomous System (AS) level path determined by the BGP routing protocol. This is often called control-plane and…
threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning
Su Wang, Zhiliang Wang, Tao Zhou +6
Host-based threats such as Program Attack, Malware Implantation, and Advanced Persistent Threats (APT), are commonly adopted by modern attackers. Recent studies propose leveraging…
DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications
Dongqi Han, Zhiliang Wang, Wenqi Chen +6
Unsupervised Deep Learning (DL) techniques have been widely used in various security-related anomaly detection applications, owing to the great promise of being able to detect unfo…
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors
Dongqi Han, Zhiliang Wang, Ying Zhong +5
Machine learning (ML), especially deep learning (DL) techniques have been increasingly used in anomaly-based network intrusion detection systems (NIDS). However, ML/DL has shown to…
Placement and Routing Optimization Problem for Service Function Chain: State of Art and Future Opportunities
Weihan Chen, Xia Yin, Zhiliang Wang +1
Network Functions Virtualization (NFV) allows implantation of network functions to be independent of dedicated hardware devices. Any series of services can be represented by a serv…
PriMe: Per-Flow Network Measurement by Combining SRAM with DRAM
Zongyi Zhao, Xingang Shi, Xia Yin +1
Network measurement is necessary to obtain an understanding of the network traffic and keep the network healthy. Flow-level measurement is widely used because it provides rich enou…
HashFlow For Better Flow Record Collection
Zongyi Zhao, Xingang Shi, Xia Yin +1
Collecting flow records is a common practice of network operators and researchers for monitoring, diagnosing and understanding a network. Traditional tools like NetFlow face great…