activity
20182026
most citedDeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications

113 citations · 120 across the 4 of their papers we have counts for

collaborators

6 papers

cs.NI2026

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…

cs.NI2024

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…

cs.CR2021113 cited

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…

cs.NI20197 cited

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…

cs.NI2018

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…

cs.NI2018

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…