Tiantian Zhu

65 papers A* 5Misc 1Journal 57Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training.
KDD (1)
Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji
2026 J jnl
APT-MCL: An Adaptive APT Detection System Based on Multi-View Collaborative Provenance Graph Learning.
CoRR
Mingqi Lv, Shanshan Zhang, Haiwen Liu, Tieming Chen, Tiantian Zhu
2026 J jnl
BGF-DR: bidirectional greybox fuzzing for DNS resolver vulnerability discovery.
Comput. Secur.
Jie Ying, Jun Li, Ruoxi Chen, Hongxin Su, Tiantian Zhu
2026 J jnl
Lotldetector: living off the land attacks detection system based on feature fusion.
Cybersecur.
Tiantian Zhu, Jie Zheng, Tieming Chen, Mingqi Lv, Chunlin Xiong, Zhengqiu Weng, Xiangyang Zheng
2026 J jnl
MADGuard: A High-Performance Microservice Anomaly Detection System With Multidimensional Data Fusion and Temporal Causal Analysis.
IEEE Trans. Netw. Serv. Manag.
Yanshang Yin, Tiantian Zhu, Tieming Chen, Mingqi Lv
2026 J jnl
PROPHET: Efficient and Intelligent Orchestrator for Microservices Scheduling and Scaling.
IEEE Trans. Netw.
Xue Leng, Chengxuan Zhu, Fengming Zhu, Kaiwen Shen, Jianguo Sun, Tiantian Zhu, Yan Chen
2026 J jnl
ProHunter: A Comprehensive APT Hunting System Based on Whole-System Provenance.
CoRR
Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tiantian Zhu, Tieming Chen
2026 J jnl
ProHunter: A comprehensive APT hunting system based on whole-system provenance.
Comput. Secur.
Xuebo Qiu, Mingqi Lv, Tiantian Zhu, Yimei Zhang, Tieming Chen
2026 J jnl
Provenance-based advanced persistent threat detection via holistic contrastive learning with heuristic augmentation.
J. Inf. Secur. Appl.
Xuebo Qiu, Mingqi Lv, Tiantian Zhu, Qijie Song, Tieming Chen
2026 J jnl
SLATSCOG: A secure authentication framework via federated data generation and temporally-enhanced split learning.
Knowl. Based Syst.
Jiayuan Chen, Tiantian Zhu, Zhengqiu Weng, Zhizhong Ma, Suyu Zhang
2026 J jnl
SParse: Semantic Tracking and Path Analysis for Attack Investigation in Real-Time.
IEEE Trans. Dependable Secur. Comput.
Jie Ying, Tiantian Zhu, Wenrui Cheng, Qixuan Yuan, Mingjun Ma, Chunlin Xiong, Tieming Chen, Mingqi Lv, Yan Chen
2026 J jnl
UniProv: A unified pretraining framework for provenance graph representation learning.
Neurocomputing
Xuebo Qiu, Mingqi Lv, Yimei Zhang, Qijie Song, Tiantian Zhu, Tieming Chen
2025 J jnl
APT-CGLP: Advanced Persistent Threat Hunting via Contrastive Graph-Language Pre-Training.
CoRR
Xuebo Qiu, Mingqi Lv, Yimei Zhang, Tieming Chen, Tiantian Zhu, Qijie Song, Shouling Ji
2025 J jnl
ActMiner: Applying Causality Tracking and Increment Aligning for Graph-based Cyber Threat Hunting.
CoRR
Mingjun Ma, Tiantian Zhu, Tieming Chen, Shuang Li, Jie Ying, Chunlin Xiong, Mingqi Lv, Yan Chen
2025 J jnl
Actminer: Applying causality tracking and increment aligning for graph-based threat hunting.
Knowl. Based Syst.
Mingjun Ma, Tiantian Zhu, Shuang Li, Tieming Chen, Mingqi Lv, Zhengqiu Weng, Guolang Chen
2025 J jnl
An Interpretable Network Intrusion Detection Model via Decision Tree Enhanced Deep Attention Network.
IET Inf. Secur.
Mingqi Lv, Shengduo Gan, Kang Xu, Tieming Chen, Tiantian Zhu, Jinyin Chen
2025 J jnl
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports.
IEEE Trans. Dependable Secur. Comput.
Wenrui Cheng, Tiantian Zhu, Tieming Chen, Qixuan Yuan, Jie Ying, Hongmei Li, Chunlin Xiong, Mingda Li, Mingqi Lv, Yan Chen
2025 J jnl
DEHYDRATOR: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation.
CoRR
Jie Ying, Tiantian Zhu, Mingqi Lv, Tieming Chen
2025 A* conf
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy.
AAAI
Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu
2025 J jnl
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy.
CoRR
Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu
2025 J jnl
Dehydrator: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation.
IEEE Trans. Inf. Forensics Secur.
Jie Ying, Tiantian Zhu, Tieming Chen, Mingqi Lv
2025 J jnl
GANDACOG: Implicit Mobile User Authentication in Multi Environments With Scarce Data.
IEEE Internet Things J.
Tiantian Zhu, Jiayuan Chen, Mingjun Ma, Tieming Chen, Mingqi Lv, Zhengqiu Weng, Suyu Zhang
2025 J jnl
HER-PT: An intelligent penetration testing framework with Hindsight Experience Replay.
Comput. Secur.
Mingda Li, Tiantian Zhu, Haoqi Yan, Tieming Chen, Mingqi Lv
2025 J jnl
Kellect: A Kernel-based efficient and lossless event log collector for windows security.
Comput. Secur.
Tieming Chen, Qijie Song, Tiantian Zhu, Xuebo Qiu, Zhiling Zhu, Mingqi Lv
2025 J jnl
LinTracer: An efficient tracking system for cyberattack chains fusing entity and event semantics.
Comput. Secur.
Tiantian Zhu, Wenya He, Tieming Chen, Jiabo Zhang, Mingqi Lv, Hongmei Li, Aohan Zheng, Jie Zheng, Mingjun Ma, Xiangyang Zheng, Zhengqiu Weng, Shuying Wu
2025 J jnl
METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift.
CoRR
Jie Ying, Tiantian Zhu, Aohan Zheng, Tieming Chen, Mingqi Lv, Yan Chen
2025 J jnl
MIRDETECTOR: Applying malicious intent representation for enhanced APT anomaly detection.
Comput. Secur.
Hongmei Li, Tiantian Zhu, Jie Ying, Tieming Chen, Mingqi Lv, Jian-Ping Mei, Zhengqiu Weng, Lili Shi
2025 J jnl
Nip in the Bud: Forecasting and Interpreting Post- Exploitation Attacks in Real-Time Through Cyber Threat Intelligence Reports.
IEEE Trans. Dependable Secur. Comput.
Tiantian Zhu, Jie Ying, Tieming Chen, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Aohan Zheng, Mingqi Lv, Yan Chen
2025 J jnl
PDCleaner: A multi-view collaborative data compression method for provenance graph-based APT detection systems.
Comput. Secur.
Jiaobo Jin, Tiantian Zhu, Qixuan Yuan, Tieming Chen, Mingqi Lv, Chenbin Zheng, Jian-Ping Mei, Xiang Pan
2025 A* conf
Poster: Leveraging Large Language Models to Effectively and Efficiently Identify Vulnerability Patches for WordPress Plugins.
CCS
Xue Leng, Hai Zhang, Tiantian Zhu, Jianguo Sun
2025 J jnl
ProvADShield: A Multimodel Ensemble Defender Against Adversarial Attacks on Provenance Graph Host Intrusion Detector.
IET Inf. Secur.
Mingqi Lv, Kehan Qian, Tieming Chen, Tiantian Zhu, Jinyin Chen
2025 — conf
Provenance-Based Intrusion Detection via Multi-scale Graph Representation Learning.
ICICS (2)
Xuebo Qiu, Mingqi Lv, Tieming Chen, Tiantian Zhu, Qijie Song
2025 J jnl
RT-APT: A real-time APT anomaly detection method for large-scale provenance graph.
J. Netw. Comput. Appl.
Zhengqiu Weng, Weinuo Zhang, Tiantian Zhu, Zhenhao Dou, Haofei Sun, Zhanxiang Ye, Ye Tian
2025 J jnl
SoK: Knowledge is All You Need: Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs.
CoRR
Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen
2025 J jnl
TAGAPT: Toward Automatic Generation of APT Samples With Provenance-Level Granularity.
IEEE Trans. Inf. Forensics Secur.
Wenrui Cheng, Qixuan Yuan, Tiantian Zhu, Tieming Chen, Jie Ying, Aohan Zheng, Mingjun Ma, Chunlin Xiong, Mingqi Lv, Yan Chen
2025 J jnl
ThreatCog: An adaptive and lightweight mobile user authentication system with enhanced motion sensory signals.
J. Inf. Secur. Appl.
Mingjun Ma, Tiantian Zhu, Jie Ying, Yu Cheng, Jiayuan Chen, Jian-Ping Mei, Xue Leng, Xiangyang Zheng, Zhengqiu Weng
2025 J jnl
VulnTrace: Tracking and Detecting Code Vulnerabilities with Historical Commits and Semantic Embeddings.
Int. J. Softw. Eng. Knowl. Eng.
Qijie Song, Jiaobo Jin, Tiantian Zhu, Tieming Chen, Mingqi Lv, Licheng Pan, Jian-Ping Mei, Xiang Pan
2024 J jnl
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports.
CoRR
Wenrui Cheng, Tiantian Zhu, Tieming Chen, Qixuan Yuan, Jie Ying, Hongmei Li, Chunlin Xiong, Mingda Li, Mingqi Lv, Yan Chen
2024 J jnl
CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters.
Comput. Secur.
Tieming Chen, Huan Zeng, Mingqi Lv, Tiantian Zhu
2024 J jnl
MVD-HG: multigranularity smart contract vulnerability detection method based on heterogeneous graphs.
Cybersecur.
Jingjie Xu, Ting Wang, Mingqi Lv, Tieming Chen, Tiantian Zhu, Baiyang Ji
2024 J jnl
MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques.
CoRR
Jian Wang, Tiantian Zhu, Chunlin Xiong, Yan Chen
2024 J jnl
Nip in the Bud: Forecasting and Interpreting Post-exploitation Attacks in Real-time through Cyber Threat Intelligence Reports.
CoRR
Tiantian Zhu, Jie Ying, Tieming Chen, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Aohan Zheng, Mingqi Lv, Yan Chen
2024 J jnl
SPARSE: Semantic Tracking and Path Analysis for Attack Investigation in Real-time.
CoRR
Jie Ying, Tiantian Zhu, Wenrui Cheng, Qixuan Yuan, Mingjun Ma, Chunlin Xiong, Tieming Chen, Mingqi Lv, Yan Chen
2024 A* conf
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning.
CCS
Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji
2024 J jnl
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning.
CoRR
Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu
2024 J jnl
TrapCog: An Anti-Noise, Transferable, and Privacy-Preserving Real-Time Mobile User Authentication System With High Accuracy.
IEEE Trans. Mob. Comput.
Jie Ying, Tiantian Zhu, Qiang Liu, Chunlin Xiong, Zhengqiu Weng, Tieming Chen, Lei Fu, Mingqi Lv, Han Wu, Ting Wang, Yan Chen
2023 J jnl
APTSHIELD: A Stable, Efficient and Real-Time APT Detection System for Linux Hosts.
IEEE Trans. Dependable Secur. Comput.
Tiantian Zhu, Jinkai Yu, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Jie Ying, Tieming Chen, Jiabo Zhang, Mingqi Lv, Yan Chen, Ting Wang, Yuan Fan
2023 J jnl
EdgeCog: A Real-Time Bearing Fault Diagnosis System Based on Lightweight Edge Computing.
IEEE Trans. Instrum. Meas.
Lei Fu, Ke Yan, Yikun Zhang, Ruien Chen, Zepeng Ma, Fang Xu, Tiantian Zhu
2023 J jnl
System-level data management for endpoint advanced persistent threat detection: Issues, challenges and trends.
Comput. Secur.
Tieming Chen, Chenbin Zheng, Tiantian Zhu, Chunlin Xiong, Jie Ying, Qixuan Yuan, Wenrui Cheng, Mingqi Lv
2022 J jnl
Conan: A Practical Real-Time APT Detection System With High Accuracy and Efficiency.
IEEE Trans. Dependable Secur. Comput.
Chunlin Xiong, Tiantian Zhu, Weihao Dong, Linqi Ruan, Runqing Yang, Yueqiang Cheng, Yan Chen, Shuai Cheng, Xutong Chen
2022 J jnl
EspialCog: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment.
IEEE Trans. Mob. Comput.
Tiantian Zhu, Zhengqiu Weng, Qijie Song, Yuan Chen, Qiang Liu, Yan Chen, Mingqi Lv, Tieming Chen
2022 J jnl
Generic, efficient, and effective deobfuscation and semantic-aware attack detection for PowerShell scripts.
Frontiers Inf. Technol. Electron. Eng.
Chunlin Xiong, Zhenyuan Li, Yan Chen, Tiantian Zhu, Jian Wang, Hai Yang, Wei Ruan
2022 J jnl
Kellect: a Kernel-Based Efficient and Lossless Event Log Collector.
CoRR
Tieming Chen, Qijie Song, Xuebo Qiu, Tiantian Zhu, Zhiling Zhu, Mingqi Lv
2022 J jnl
PowerCog: A Practical Method for Recognizing Power Quality Disturbances Accurately in a Noisy Environment.
IEEE Trans. Ind. Informatics
Lei Fu, Ke Yan, Tiantian Zhu
2022 J jnl
Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network.
IEEE Trans. Mob. Comput.
Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji
2021 J jnl
A Heterogeneous Graph Learning Model for Cyber-Attack Detection.
CoRR
Mingqi Lv, Chengyu Dong, Tieming Chen, Tiantian Zhu, Qijie Song, Yuan Fan
2021 J jnl
APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts.
CoRR
Tiantian Zhu, Jinkai Yu, Tieming Chen, Jiayu Wang, Jie Ying, Ye Tian, Mingqi Lv, Yan Chen, Yuan Fan, Ting Wang
2021 J jnl
General, Efficient, and Real-Time Data Compaction Strategy for APT Forensic Analysis.
IEEE Trans. Inf. Forensics Secur.
Tiantian Zhu, Jiayu Wang, Linqi Ruan, Chunlin Xiong, Jinkai Yu, Yaosheng Li, Yan Chen, Mingqi Lv, Tieming Chen
2021 J jnl
One Cycle Attack: Fool Sensor-Based Personal Gait Authentication With Clustering.
IEEE Trans. Inf. Forensics Secur.
Tiantian Zhu, Lei Fu, Qiang Liu, Zi Lin, Yan Chen, Tieming Chen
2021 J jnl
Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji
2020 J jnl
RiskCog: Unobtrusive Real-Time User Authentication on Mobile Devices in the Wild.
IEEE Trans. Mob. Comput.
Tiantian Zhu, Zhengyang Qu, Haitao Xu, Jingsi Zhang, Zhengyue Shao, Yan Chen, Sandeep Prabhakar, Jianfeng Yang
2020 Misc conf
WebSmell: An Efficient Malicious HTTP Traffic Detection Framework Using Data Augmentation.
Inscrypt
Tieming Chen, Zhengqiu Weng, Yunpeng Chen, Chenqiang Jin, Mingqi Lv, Tiantian Zhu, Jianhong Lin
2019 A* conf
Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts.
CCS
Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen, Tiantian Zhu, Hai Yang
2016 J jnl
Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates.
IEEE/ACM Trans. Netw.
Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary
2014 A* conf
AutoCog: Measuring the Description-to-permission Fidelity in Android Applications.
CCS
Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen, Tiantian Zhu, Zhong Chen