Zhigang Lu - RankMe

82 papers A* 5B 7C 10Misc 1Journal 35Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Forge: A Robust Multi-tab Website Fingerprinting Attack via Blind Source Separation. WWW Yitan Huang, Wei Qiao, Ding Wang, Meng Shen, Di Zhao, Linxu Li, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu
2026	A*	`conf`	GARNET: GoT-Based Alert Reduction and Narrative Event Tracing. AAAI Yiru Gong, Song Liu, Changzhi Zhao, Junrong Liu, Tian Tian, Xiaobo Yang, Bo Jiang, Zhigang Lu
2026	J	`jnl`	GranulNet: A unified framework for traffic identification using multi-grained feature fusion. Comput. Networks Jian Qin, Xueying Han, Yunpeng Li, Ding Wang, Susu Cui, Bo Jiang, Zhigang Lu, Baoxu Liu
2026	J	`jnl`	MoPHoney: An adaptive honeyword generation system based on Mixture-of-prompts. J. Syst. Archit. Yiren Chen, Xiaobo Yang, Fangming Dong, Bo Jiang, Zhigang Lu, Baoxu Liu
2026	J	`jnl`	ProvAgent: Threat Detection Based on Identity-Behavior Binding and Multi-Agent Collaborative Attack Investigation. CoRR Wenhao Yan, Ning An, Linxu Li, Bingsheng Bi, Bo Jiang, Zhigang Lu, Baoxu Liu, Junrong Liu, Cong Dong
2026	A*	`conf`	Sentient: Detecting APTs via Capturing Indirect Dependencies and Behavioral Logic. AAAI Wenhao Yan, Ning An, Wei Qiao, Weiheng Wu, Zhigang Lu, Bo Jiang, Baoxu Liu, Junrong Liu
2025	J	`jnl`	ATHITD: Attention-based temporal heterogeneous graph neural network for insider threat detection. Comput. Secur. Yinhao Qi, Chuyi Yan, Zehui Wang, Chen Zhang, Song Liu, Zhigang Lu, Bo Jiang
2025	B	`conf`	An Approach for Attack Chain Context Inference and Completion Based on Large Language Models. SMC Dan Du, Changzhi Zhao, Yunpeng Li, Dongxu Han, Ning Li, Yuling Liu, Bo Jiang, Zhigang Lu
2025	C	`conf`	Autumn: An Unsupervised APT Detection via Detailed Process-Level Analysis. CSCWD Zehui Wang, Yunxiang Wang, Wenhao Yan, Yinhao Qi, Tian Tian, Bo Jiang, Zhigang Lu
2025	A*	`conf`	Brewing Vodka: Distilling Pure Knowledge for Lightweight Threat Detection in Audit Logs. WWW Weiheng Wu, Wei Qiao, Wenhao Yan, Bo Jiang, Yuling Liu, Baoxu Liu, Zhigang Lu, Junrong Liu
2025	B	`conf`	CotexFinger: Enhancing IoT Device Identification with Context-Packet Fingerprinting and Lightweight Mamba. IJCNN Junjie Yang, Xiu Zhang, Zelin Cui, Bo Jiang, Zhigang Lu, Huamin Feng
2025	C	`conf`	Cross Page Recognition Methods for Encrypted Web Application Fingerprinting. CSCWD Zelin Cui, Pu Dong, Dongxu Han, Bo Jiang, Zhigang Lu, Huamin Feng
2025	Misc	`conf`	DCASI: A Sequence-based Attack Investigation Method Using DTW Contrastive Learning. ICASSP Yun Li, Wei Qiao, Yan Zhu, Yunxiang Wang, Bo Jiang, Zhigang Lu
2025	C	`conf`	Dynamic Behavior-Based Detection Techniques for Encrypted Variant Webshells. CSCWD Zelin Cui, Ning Li, Pu Dong, Mengchuan Shang, Bo Jiang, Zhigang Lu, Huamin Feng
2025	J	`jnl`	FG-SAT: Efficient Flow Graph for Encrypted Traffic Classification Under Environment Shifts. IEEE Trans. Inf. Forensics Secur. Susu Cui, Xueying Han, Dongqi Han, Zhiliang Wang, Weihang Wang, Bo Jiang, Baoxu Liu, Zhigang Lu
2025	J	`jnl`	Insider threat detection for specific threat scenarios. Cybersecur. Tian Tian, Chen Zhang, Bo Jiang, Huamin Feng, Zhigang Lu
2025	J	`jnl`	Language of Network: A Generative Pre-trained Model for Encrypted Traffic Comprehension. CoRR Di Zhao, Bo Jiang, Song Liu, Susu Cui, Meng Shen, Dongqi Han, Xingmao Guan, Zhigang Lu
2025	C	`conf`	MPKAN: APT Attack Detection on Audit Logs via Graph Semantic Enhancement. CSCWD Zehui Wang, Dan Du, Yinhao Qi, Wenhao Yan, Xiaobo Yang, Bo Jiang, Zhigang Lu
2025	J	`jnl`	PathWatcher: A path-based behavior detection method for attack detection and investigation. Comput. Secur. Zehui Wang, Hao Li, Yinhao Qi, Wei Qiao, Song Liu, Chen Zhang, Bo Jiang, Zhigang Lu
2025	J	`jnl`	SauronEyes: Disentangling Voluminous Logs to Unveil Camouflaged Attack Intentions. IEEE Trans. Inf. Forensics Secur. Wei Qiao, Weiheng Wu, Song Liu, Yebo Feng, Zehui Wang, Junrong Liu, Teng Li, Bo Jiang, Zhigang Lu, Baoxu Liu
2025	J	`jnl`	Sentient: Multi-Scenario Behavioral Intent Analysis for Advanced Persistent Threat Detection. CoRR Wenhao Yan, Ning An, Wei Qiao, Weiheng Wu, Bo Jiang, Yuling Liu, Zhigang Lu, Junrong Liu
2025	C	`conf`	SiamEHGT: An Evolving Heterogeneous Graph Transformer for Insider Threat Detection based on Siamese Architecture. CSCWD Yinhao Qi, Ning An, Zehui Wang, Yuan Yao, Chen Zhang, Yan Zhu, Zhigang Lu
2025	B	`conf`	TCP-Awareness Augmented Robust TLS Traffic Classification: A Hybrid Deep Learning Approach. TrustCom Yewa Li, Yitan Huang, Bo Jiang, Zhigang Lu, Zelin Cui
2025	J	`jnl`	Towards effective black-box attacks on DoH tunnel detection systems. Comput. Networks Linghao Li, Yan Zhu, Yun Li, Wei Qiao, Zelin Cui, Susu Cui, Bo Jiang, Zhigang Lu
2024	J	`jnl`	A novel approach for detecting malicious hosts based on RE-GCN in intranet. Cybersecur. Haochen Xu, Xiaoyu Geng, Junrong Liu, Zhigang Lu, Bo Jiang, Yuling Liu
2024	J	`jnl`	A survey of large language models for cyber threat detection. Comput. Secur. Yiren Chen, Mengjiao Cui, Ding Wang, Yiyang Cao, Peian Yang, Bo Jiang, Zhigang Lu, Baoxu Liu
2024	A*	`conf`	ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning. WWW Xueying Han, Susu Cui, Jian Qin, Song Liu, Bo Jiang, Cong Dong, Zhigang Lu, Baoxu Liu
2024	C	`conf`	Deep Dive into Insider Threats: Malicious Activity Detection within Enterprise. CSCWD Haitao Xiao, Dan Du, Junrong Liu, Song Liu, Yan Zhu, Yuling Liu, Zhigang Lu
2024	J	`jnl`	ECNet: Robust Malicious Network Traffic Detection With Multi-View Feature and Confidence Mechanism. IEEE Trans. Inf. Forensics Secur. Xueying Han, Song Liu, Junrong Liu, Bo Jiang, Zhigang Lu, Baoxu Liu
2024	J	`jnl`	FG-SAT: Efficient Flow Graph for Encrypted Traffic Classification under Environment Shifts. CoRR Susu Cui, Xueying Han, Dongqi Han, Zhiliang Wang, Weihang Wang, Yun Li, Bo Jiang, Baoxu Liu, Zhigang Lu
2024	J	`jnl`	Graph-based insider threat detection: A survey. Comput. Networks Yiru Gong, Susu Cui, Song Liu, Bo Jiang, Cong Dong, Zhigang Lu
2024	C	`conf`	HBGraph: a Host Behavior Graph Model for C&C Traffic Detection. CSCWD Yitan Huang, Jian Qin, Zelin Cui, Ning Li, Bo Jiang, Zhigang Lu
2024	B	`conf`	LSTM-Diff: A Data Generation Method for Imbalanced Insider Threat Detection. TrustCom Tian Tian, Yan Zhu, Ning An, Bo Jiang, Huamin Feng, Zhigang Lu
2024	J	`jnl`	MVDet: Encrypted malware traffic detection via multi-view analysis. J. Comput. Secur. Susu Cui, Xueying Han, Cong Dong, Yun Li, Song Liu, Zhigang Lu, Yuling Liu
2024	J	`jnl`	Phishing behavior detection on different blockchains via adversarial domain adaptation. Cybersecur. Chuyi Yan, Xueying Han, Yan Zhu, Dan Du, Zhigang Lu, Yuling Liu
2024	J	`jnl`	ProcSAGE: an efficient host threat detection method based on graph representation learning. Cybersecur. Boyuan Xu, Yiru Gong, Xiaoyu Geng, Yun Li, Cong Dong, Song Liu, Yuling Liu, Bo Jiang, Zhigang Lu
2024	J	`jnl`	Unveiling encrypted traffic types through hierarchical network characteristics. Comput. Secur. Yufan Chen, Jiahai Yang, Susu Cui, Cong Dong, Bo Jiang, Yuling Liu, Zhigang Lu
2024	J	`jnl`	Unveiling shadows: A comprehensive framework for insider threat detection based on statistical and sequential analysis. Comput. Secur. Haitao Xiao, Yan Zhu, Bin Zhang, Zhigang Lu, Dan Du, Yuling Liu
2024	J	`jnl`	Winemaking: Extracting Essential Insights for Efficient Threat Detection in Audit Logs. CoRR Weiheng Wu, Wei Qiao, Wenhao Yan, Bo Jiang, Yuling Liu, Baoxu Liu, Zhigang Lu, Junrong Liu
2023	—	`conf`	A Fast Gradient Boosting Based Approach for Predicting Frags in Tactic Games. ICME Workshops Haitao Xiao, Jinzhong Yang, Yuling Liu, Junrong Liu, Dan Du, Zhigang Lu
2023	J	`jnl`	Aparecium: understanding and detecting scam behaviors on Ethereum via biased random walk. Cybersecur. Chuyi Yan, Chen Zhang, Meng Shen, Ning Li, Jinhao Liu, Yinhao Qi, Zhigang Lu, Yuling Liu
2023	J	`jnl`	C-BEDIM and S-BEDIM: Lateral movement detection in enterprise network through behavior deviation measurement. Comput. Secur. Cong Dong, Jiahai Yang, Song Liu, Zhi Wang, Yuling Liu, Zhigang Lu
2023	J	`jnl`	CBSeq: A Channel-Level Behavior Sequence for Encrypted Malware Traffic Detection. IEEE Trans. Inf. Forensics Secur. Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu
2023	J	`jnl`	CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection. CoRR Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu
2023	—	`conf`	Few-Shot Network Traffic Anomaly Detection Based on Siamese Neural Network. ICC Simin Xu, Xueying Han, Tian Tian, Bo Jiang, Zhigang Lu, Chen Zhang
2023	J	`jnl`	HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection. Comput. Secur. Qing Wang, Cong Dong, Shijie Jian, Dan Du, Zhigang Lu, Yinhao Qi, Dongxu Han, Xiaobo Ma, Fei Wang, Yuling Liu
2023	—	`conf`	HLMD: Detecting Lateral Movement Using Heterogeneous Graph Model. HPCC/DSS/SmartCity/DependSys Yiru Gong, Xueying Han, Dan Du, Xichen Du, Bo Jiang, Tian Tian, Zhigang Lu
2023	B	`conf`	Insider Threat Detection Based On Heterogeneous Graph Neural Network. TrustCom Tian Tian, Yiru Gong, Bo Jiang, Junrong Liu, Huamin Feng, Zhigang Lu
2023	J	`jnl`	Network intrusion detection based on n-gram frequency and time-aware transformer. Comput. Secur. Xueying Han, Susu Cui, Song Liu, Chen Zhang, Bo Jiang, Zhigang Lu
2023	—	`conf`	TAElog: A Novel Transformer AutoEncoder-Based Log Anomaly Detection Method. Inscrypt (2) Changzhi Zhao, Kezhen Huang, Di Wu, Xueying Han, Dan Du, Yutian Zhou, Zhigang Lu, Yuling Liu
2022	C	`conf`	An Approach for Predicting the Costs of Forwarding Contracts using Gradient Boosting. FedCSIS Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu
2022	J	`jnl`	Blockchain abnormal behavior awareness methods: a survey. Cybersecur. Chuyi Yan, Chen Zhang, Zhigang Lu, Zehui Wang, Yuling Liu, Baoxu Liu
2022	C	`conf`	CapsITD: Malicious Insider Threat Detection Based on Capsule Neural Network. SecureComm Haitao Xiao, Chen Zhang, Song Liu, Bo Jiang, Zhigang Lu, Fei Wang, Yuling Liu
2022	—	`conf`	IV-IDM: Reliable Intrusion Detection Method based on Involution and Voting. ICC Xueying Han, Pu Dong, Song Liu, Bo Jiang, Zhigang Lu, Zelin Cui
2022	J	`jnl`	Only Header: a reliable encrypted traffic classification framework without privacy risk. Soft Comput. Susu Cui, Jian Liu, Cong Dong, Zhigang Lu, Dan Du
2021	—	`conf`	BEDIM: Lateral Movement Detection In Enterprise Network Through Behavior Deviation Measurement. HPCC/DSS/SmartCity/DependSys Cong Dong, Yufan Chen, Yunjian Zhang, Yuling Liu, Zhigang Lu, Pu Dong, Baoxu Liu
2021	—	`conf`	Caps-LSTM: A Novel Hierarchical Encrypted VPN Network Traffic Identification Using CapsNet and LSTM. SciSec Jiyue Tang, Le Yang, Song Liu, Wenmao Liu, Meng Wang, Chonghua Wang, Bo Jiang, Zhigang Lu
2021	J	`jnl`	MBTree: Detecting Encryption RATs Communication Using Malicious Behavior Tree. IEEE Trans. Inf. Forensics Secur. Cong Dong, Zhigang Lu, Zelin Cui, Baoxu Liu, Kai Chen
2021	—	`conf`	WP-GBDT: An Approach for Winner Prediction using Gradient Boosting Decision Tree. IEEE BigData Haitao Xiao, Yuling Liu, Dan Du, Zhigang Lu
2020	J	`jnl`	CETAnalytics: Comprehensive effective traffic information analytics for encrypted traffic classification. Comput. Networks Cong Dong, Chen Zhang, Zhigang Lu, Baoxu Liu, Bo Jiang
2020	J	`jnl`	MBTree: Detecting Encryption RAT Communication Using Malicious Behavior Tree. CoRR Cong Dong, Zhigang Lu, Yufan Chen, Zelin Cui, Baoxu Liu
2020	C	`conf`	MTLAT: A Multi-Task Learning Framework Based on Adversarial Training for Chinese Cybersecurity NER. NPC Yaopeng Han, Zhigang Lu, Bo Jiang, Yuling Liu, Chen Zhang, Zhengwei Jiang, Ning Li
2020	—	`conf`	Malicious Domain Detection Based on K-means and SMOTE. ICCS (2) Qing Wang, Linyu Li, Bo Jiang, Zhigang Lu, Junrong Liu, Shijie Jian
2020	B	`conf`	STIDM: A Spatial and Temporal Aware Intrusion Detection Model. TrustCom Xueying Han, Rongchao Yin, Zhigang Lu, Bo Jiang, Yuling Liu, Song Liu, Chonghua Wang, Ning Li
2020	—	`conf`	Social Recommendation in Heterogeneous Evolving Relation Network. ICCS (1) Bo Jiang, Zhigang Lu, Yuling Liu, Ning Li, Zelin Cui
2020	J	`jnl`	THS-IDPC: A three-stage hierarchical sampling method based on improved density peaks clustering algorithm for encrypted malicious traffic detection. J. Supercomput. Liangchen Chen, Shu Gao, Baoxu Liu, Zhigang Lu, Zhengwei Jiang
2019	—	`conf`	A Session-Packets-Based Encrypted Traffic Classification Using Capsule Neural Networks. HPCC/SmartCity/DSS Susu Cui, Bo Jiang, Zhenzhen Cai, Zhigang Lu, Song Liu, Jian Liu
2019	—	`conf`	Identifying Truly Suspicious Events and False Alarms Based on Alert Graph. IEEE BigData Tian Wang, Chen Zhang, Zhigang Lu, Dan Du, Yaopeng Han
2019	—	`conf`	Marrying Graph Kernel with Deep Neural Network: A Case Study for Network Anomaly Detection. ICCS (2) Yepeng Yao, Liya Su, Chen Zhang, Zhigang Lu, Baoxu Liu
2019	—	`conf`	Mention Recommendation with Context-Aware Probabilistic Matrix Factorization. ICCS (2) Bo Jiang, Zhigang Lu, Ning Li, Zelin Cui
2019	—	`conf`	PRTIRG: A Knowledge Graph for People-Readable Threat Intelligence Recommendation. KSEM (1) Ming Du, Jun Jiang, Zhengwei Jiang, Zhigang Lu, Xiangyu Du
2019	—	`conf`	Retweet Prediction Using Context-Aware Coupled Matrix-Tensor Factorization. KSEM (1) Bo Jiang, Feng Yi, Jianjun Wu, Zhigang Lu
2019	—	`conf`	Retweeting Prediction Using Matrix Factorization with Binomial Distribution and Contextual Information. DASFAA (2) Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Feng Yi, Dongxu Han
2019	—	`conf`	STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection. TrustCom/BigDataSE Yepeng Yao, Liya Su, Zhigang Lu, Baoxu Liu
2019	—	`conf`	Understanding the Influence of Graph Kernels on Deep Learning Architecture: A Case Study of Flow-Based Network Attack Detection. TrustCom/BigDataSE Liya Su, Yepeng Yao, Zhigang Lu, Baoxu Liu
2019	B	`conf`	isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient Boosting. IJCNN Zhenzhen Cai, Bo Jiang, Zhigang Lu, Junrong Liu, Pingchuan Ma
2018	—	`conf`	A Novel Approach for Identifying Lateral Movement Attacks Based on Network Embedding. ISPA/IUCC/BDCloud/SocialCom/SustainCom Mingyi Chen, Yepeng Yao, Junrong Liu, Bo Jiang, Liya Su, Zhigang Lu
2018	—	`conf`	DeepGFL: Deep Feature Learning via Graph for Attack Detection on Flow-Based Network Traffic. MILCOM Yepeng Yao, Liya Su, Zhigang Lu
2018	—	`conf`	Hierarchical Clustering Based Network Traffic Data Reduction for Improving Suspicious Flow Detection. TrustCom/BigDataSE Liya Su, Yepeng Yao, Ning Li, Junrong Liu, Zhigang Lu, Baoxu Liu
2018	—	`conf`	Retweet Prediction Using Social-Aware Probabilistic Matrix Factorization. ICCS (1) Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Zhengwei Jiang
2018	J	`jnl`	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). 计算机科学 Xin Wang, Yang Wu, Zhigang Lu
2016	—	`conf`	Event Detection with Convolutional Neural Networks for Forensic Investigation. IIP Bo Yang, Ning Li, Zhigang Lu, Jianguo Jiang