222 citations · 534 across the 9 of their papers we have counts for
9 papers
TORCH: Characterizing Invalid Route Filtering via Tunnelled Observation
Renrui Tian, Yahui Li, Xia Yin +3
To mitigate BGP prefix hijacking, the Resource Public Key Infrastructure (RPKI) provides prefix origin authentication via Route Origin Validation (ROV). Despite extensive measureme…
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…