Zhigang Lu

发表

基于威胁情报平台的恶意URL检测研究 (Study on Malicious URL Detection Based on Threat Intelligence Platform)

Xin Wang, Zhigang Lu, Yang Wu, 2018, 计算机科学.

An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting

D. Du, Zhigang Lu, Haitao Xiao, 2022, 2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS).

Identifying Truly Suspicious Events and False Alarms Based on Alert Graph

Chen Zhang, Zhigang Lu, Dan Du, 2019, 2019 IEEE International Conference on Big Data (Big Data).

isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient Boosting

Zhigang Lu, Bo Jiang, Junrong Liu, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree pdf

Zhigang Lu, Cong Dong, Baoxu Liu, 2020, IEEE Transactions on Information Forensics and Security.

CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification

Zhigang Lu, Cong Dong, Chen Zhang, 2020, Comput. Networks.

Network intrusion detection based on n-gram frequency and time-aware transformer

Xueying Han, Zhigang Lu, Song Liu, 2023, Comput. Secur..

Only Header: a reliable encrypted traffic classification framework without privacy risk

Jian Liu, D. Du, Zhigang Lu, 2022, Soft Computing.

Cybersecurity named entity recognition using bidirectional long short-term memory with conditional random fields

Zhigang Lu, Li Ning, Pingchuan Ma, 2021, Tsinghua Science and Technology.

WP-GBDT: An Approach for Winner Prediction using Gradient Boosting Decision Tree

D. Du, Zhigang Lu, Haitao Xiao, 2021, 2021 IEEE International Conference on Big Data (Big Data).

Caps-LSTM: A Novel Hierarchical Encrypted VPN Network Traffic Identification Using CapsNet and LSTM

Chonghua Wang, Jiyue Tang, Bo Jiang, 2021, SciSec.

An Improved Apriori-based Algorithm for Association Rules Mining

Zhigang Lu, Huan Wu, Lin Pan, 2009, 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery.

A Session-Packets-Based Encrypted Traffic Classification Using Capsule Neural Networks

Song Liu, Jian Liu, Zhigang Lu, 2019, 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).

STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection

Baoxu Liu, Yepeng Yao, Liya Su, 2019, 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).

Blockchain abnormal behavior awareness methods: a survey

Baoxu Liu, C. Zhang, Zehui Wang, 2022, Cybersecurity.

STIDM: A Spatial and Temporal Aware Intrusion Detection Model

Xueying Han, Chonghua Wang, Zhigang Lu, 2020, 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom).

DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-Based Network Traffic

Zhigang Lu, Yepeng Yao, Liya Su, 2018, MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).

CBSeq: A Channel-Level Behavior Sequence for Encrypted Malware Traffic Detection

Zhigang Lu, Yuling Liu, Cong Dong, 2023, IEEE Transactions on Information Forensics and Security.

Retweet Prediction Using Social-Aware Probabilistic Matrix Factorization

Bo Jiang, Ning Li, Jianjun Wu, 2018, ICCS.

Retweet Prediction Using Context-Aware Coupled Matrix-Tensor Factorization

Feng Yi, Jianjun Wu, Zhigang Lu, 2019, KSEM.

PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation

Ming Du, Zhengwei Jiang, Zhigang Lu, 2019, KSEM.

Social Recommendation in Heterogeneous Evolving Relation Network

Zhigang Lu, Bo Jiang, Ning Li, 2020, ICCS.

MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree

Baoxu Liu, Zhigang Lu, Zelin Cui, 2021, IEEE Transactions on Information Forensics and Security.

MBTree: Detecting Encryption RAT Communication Using Malicious Behavior Tree

Cong Dong, Baoxu Liu, Kai Chen, 2020, ArXiv.