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ORCIDTiantian Zhu 0001
Person information
- affiliation: Zhejiang University of Technology, China
Other persons with the same name
- Tiantian Zhu — disambiguation page
- Tiantian Zhu 0002
![[0000-0002-5470-8309]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5470-8309")
— Harbin Institute of Technology (Shenzhen), Shenzhen, Guangdong, China - Tiantian Zhu 0003 — Hunan Institute of Science and Technology, Yueyang, Hunan, China
- Tiantian Zhu 0004 — UiT, The Arctic University of Norway, Tromsø, Norway
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2020 – today
- 2025
[j29]Tieming Chen, Qijie Song, Tiantian Zhu, Xuebo Qiu, Zhiling Zhu, Mingqi Lv:
Kellect: A Kernel-based efficient and lossless event log collector for windows security. Comput. Secur. 150: 104203 (2025)- [j28]Mingda Li, Tiantian Zhu, Haoqi Yan, Tieming Chen, Mingqi Lv:
HER-PT: An intelligent penetration testing framework with Hindsight Experience Replay. Comput. Secur. 152: 104357 (2025) - [j27]Jiaobo Jin, Tiantian Zhu, Qixuan Yuan, Tieming Chen, Mingqi Lv, Chenbin Zheng, Jian-Ping Mei, Xiang Pan:
PDCleaner: A multi-view collaborative data compression method for provenance graph-based APT detection systems. Comput. Secur. 152: 104359 (2025) - [j26]Tiantian Zhu, Wenya He, Tieming Chen, Jiabo Zhang, Mingqi Lv, Hongmei Li, Aohan Zheng, Jie Zheng, Mingjun Ma, Xiangyang Zheng, Zhengqiu Weng, Shuying Wu:
LinTracer: An efficient tracking system for cyberattack chains fusing entity and event semantics. Comput. Secur. 154: 104413 (2025) - [j25]Hongmei Li, Tiantian Zhu, Jie Ying, Tieming Chen, Mingqi Lv, Jian-Ping Mei, Zhengqiu Weng, Lili Shi:
MIRDETECTOR: Applying malicious intent representation for enhanced APT anomaly detection. Comput. Secur. 157: 104588 (2025) - [j24]Qijie Song, Jiaobo Jin, Tiantian Zhu, Tieming Chen, Mingqi Lv, Licheng Pan, Jian-Ping Mei, Xiang Pan:
VulnTrace: Tracking and Detecting Code Vulnerabilities with Historical Commits and Semantic Embeddings. Int. J. Softw. Eng. Knowl. Eng. 35(5): 679-706 (2025) - [j23]Tiantian Zhu, Jiayuan Chen, Mingjun Ma, Tieming Chen, Mingqi Lv, Zhengqiu Weng, Suyu Zhang:
GANDACOG: Implicit Mobile User Authentication in Multi Environments With Scarce Data. IEEE Internet Things J. 12(14): 28074-28091 (2025) - [j22]Mingjun Ma, Tiantian Zhu, Jie Ying, Yu Cheng, Jiayuan Chen, Jian-Ping Mei, Xue Leng, Xiangyang Zheng, Zhengqiu Weng:
ThreatCog: An adaptive and lightweight mobile user authentication system with enhanced motion sensory signals. J. Inf. Secur. Appl. 93: 104142 (2025) - [j21]Zhengqiu Weng, Weinuo Zhang, Tiantian Zhu, Zhenhao Dou, Haofei Sun, Zhanxiang Ye, Ye Tian:
RT-APT: A real-time APT anomaly detection method for large-scale provenance graph. J. Netw. Comput. Appl. 233: 104036 (2025) - [j20]Mingjun Ma, Tiantian Zhu, Shuang Li, Tieming Chen, Mingqi Lv, Zhengqiu Weng, Guolang Chen:
Actminer: Applying causality tracking and increment aligning for graph-based threat hunting. Knowl. Based Syst. 327: 114169 (2025) - [j19]Tiantian Zhu, Jie Ying, Tieming Chen, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Aohan Zheng, Mingqi Lv, Yan Chen:
Nip in the Bud: Forecasting and Interpreting Post- Exploitation Attacks in Real-Time Through Cyber Threat Intelligence Reports. IEEE Trans. Dependable Secur. Comput. 22(2): 1431-1447 (2025) - [j18]Wenrui Cheng, Qixuan Yuan, Tiantian Zhu, Tieming Chen, Jie Ying, Aohan Zheng, Mingjun Ma, Chunlin Xiong, Mingqi Lv, Yan Chen:
TAGAPT: Toward Automatic Generation of APT Samples With Provenance-Level Granularity. IEEE Trans. Inf. Forensics Secur. 20: 4137-4151 (2025) - [j17]Jie Ying, Tiantian Zhu, Tieming Chen, Mingqi Lv:
Dehydrator: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation. IEEE Trans. Inf. Forensics Secur. 20: 7853-7866 (2025) - [c6]Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu:
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. AAAI 2025: 604-611 - [c5]Xuebo Qiu, Mingqi Lv, Tieming Chen, Tiantian Zhu, Qijie Song:
Provenance-Based Intrusion Detection via Multi-scale Graph Representation Learning. ICICS (2) 2025: 531-549 - [i13]Jie Ying, Tiantian Zhu, Aohan Zheng, Tieming Chen, Mingqi Lv, Yan Chen:
METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift. CoRR abs/2501.00438 (2025) - [i12]Jie Ying, Tiantian Zhu, Mingqi Lv, Tieming Chen:
DEHYDRATOR: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation. CoRR abs/2501.00446 (2025) - [i11]Mingjun Ma, Tiantian Zhu, Tieming Chen, Shuang Li, Jie Ying, Chunlin Xiong, Mingqi Lv, Yan Chen:
ActMiner: Applying Causality Tracking and Increment Aligning for Graph-based Cyber Threat Hunting. CoRR abs/2501.05793 (2025) - [i10]Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen:
SoK: Knowledge is All You Need: Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs. CoRR abs/2503.03108 (2025) - [i9]Jian-Ping Mei, Weibin Zhang, Jie Chen, Xuyun Zhang, Tiantian Zhu:
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. CoRR abs/2503.12497 (2025) - 2024
- [j16]Tieming Chen, Huan Zeng, Mingqi Lv, Tiantian Zhu:
CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters. Comput. Secur. 136: 103518 (2024) - [j15]Jingjie Xu, Ting Wang, Mingqi Lv, Tieming Chen, Tiantian Zhu, Baiyang Ji:
MVD-HG: multigranularity smart contract vulnerability detection method based on heterogeneous graphs. Cybersecur. 7(1): 55 (2024) - [j14]Jie Ying, Tiantian Zhu, Qiang Liu, Chunlin Xiong, Zhengqiu Weng, Tieming Chen, Lei Fu, Mingqi Lv, Han Wu, Ting Wang, Yan Chen:
TrapCog: An Anti-Noise, Transferable, and Privacy-Preserving Real-Time Mobile User Authentication System With High Accuracy. IEEE Trans. Mob. Comput. 23(4): 2832-2848 (2024) - [c4]Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji:
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. CCS 2024: 139-152 - [i8]Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu:
TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. CoRR abs/2402.15147 (2024) - [i7]Jie Ying, Tiantian Zhu, Wenrui Cheng, Qixuan Yuan, Mingjun Ma, Chunlin Xiong, Tieming Chen, Mingqi Lv, Yan Chen:
SPARSE: Semantic Tracking and Path Analysis for Attack Investigation in Real-time. CoRR abs/2405.02629 (2024) - [i6]Tiantian Zhu, Jie Ying, Tieming Chen, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Aohan Zheng, Mingqi Lv, Yan Chen:
Nip in the Bud: Forecasting and Interpreting Post-exploitation Attacks in Real-time through Cyber Threat Intelligence Reports. CoRR abs/2405.02826 (2024) - [i5]Wenrui Cheng, Tiantian Zhu, Tieming Chen, Qixuan Yuan, Jie Ying, Hongmei Li, Chunlin Xiong, Mingda Li, Mingqi Lv, Yan Chen:
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports. CoRR abs/2410.11209 (2024) - [i4]Jian Wang, Tiantian Zhu, Chunlin Xiong, Yan Chen:
MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques. CoRR abs/2411.08359 (2024) - 2023
- [j13]Tieming Chen, Chenbin Zheng, Tiantian Zhu, Chunlin Xiong, Jie Ying, Qixuan Yuan, Wenrui Cheng, Mingqi Lv:
System-level data management for endpoint advanced persistent threat detection: Issues, challenges and trends. Comput. Secur. 135: 103485 (2023) - [j12]Tiantian Zhu, Jinkai Yu, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Jie Ying, Tieming Chen, Jiabo Zhang, Mingqi Lv, Yan Chen, Ting Wang, Yuan Fan:
APTSHIELD: A Stable, Efficient and Real-Time APT Detection System for Linux Hosts. IEEE Trans. Dependable Secur. Comput. 20(6): 5247-5264 (2023) - [j11]Lei Fu, Ke Yan, Yikun Zhang, Ruien Chen, Zepeng Ma, Fang Xu, Tiantian Zhu:
EdgeCog: A Real-Time Bearing Fault Diagnosis System Based on Lightweight Edge Computing. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - 2022
- [j10]Chunlin Xiong, Zhenyuan Li, Yan Chen, Tiantian Zhu, Jian Wang, Hai Yang, Wei Ruan:
Generic, efficient, and effective deobfuscation and semantic-aware attack detection for PowerShell scripts. Frontiers Inf. Technol. Electron. Eng. 23(3): 361-381 (2022) - [j9]Chunlin Xiong, Tiantian Zhu, Weihao Dong, Linqi Ruan, Runqing Yang, Yueqiang Cheng, Yan Chen, Shuai Cheng, Xutong Chen:
Conan: A Practical Real-Time APT Detection System With High Accuracy and Efficiency. IEEE Trans. Dependable Secur. Comput. 19(1): 551-565 (2022) - [j8]Lei Fu, Ke Yan, Tiantian Zhu:
PowerCog: A Practical Method for Recognizing Power Quality Disturbances Accurately in a Noisy Environment. IEEE Trans. Ind. Informatics 18(5): 3105-3113 (2022) - [j7]Tiantian Zhu, Zhengqiu Weng, Qijie Song, Yuan Chen, Qiang Liu, Yan Chen, Mingqi Lv, Tieming Chen:
EspialCog: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment. IEEE Trans. Mob. Comput. 21(2): 555-572 (2022) - [j6]Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. IEEE Trans. Mob. Comput. 21(8): 2967-2977 (2022) - [i3]Tieming Chen, Qijie Song, Xuebo Qiu, Tiantian Zhu, Zhiling Zhu, Mingqi Lv:
Kellect: a Kernel-Based Efficient and Lossless Event Log Collector. CoRR abs/2207.11530 (2022) - 2021
- [j5]Tiantian Zhu, Lei Fu, Qiang Liu, Zi Lin, Yan Chen, Tieming Chen:
One Cycle Attack: Fool Sensor-Based Personal Gait Authentication With Clustering. IEEE Trans. Inf. Forensics Secur. 16: 553-568 (2021) - [j4]Tiantian Zhu, Jiayu Wang, Linqi Ruan, Chunlin Xiong, Jinkai Yu, Yaosheng Li, Yan Chen, Mingqi Lv, Tieming Chen:
General, Efficient, and Real-Time Data Compaction Strategy for APT Forensic Analysis. IEEE Trans. Inf. Forensics Secur. 16: 3312-3325 (2021) - [j3]Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji:
Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22(6): 3337-3348 (2021) - [i2]Mingqi Lv, Chengyu Dong, Tieming Chen, Tiantian Zhu, Qijie Song, Yuan Fan:
A Heterogeneous Graph Learning Model for Cyber-Attack Detection. CoRR abs/2112.08986 (2021) - [i1]Tiantian Zhu, Jinkai Yu, Tieming Chen, Jiayu Wang, Jie Ying, Ye Tian, Mingqi Lv, Yan Chen, Yuan Fan, Ting Wang:
APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts. CoRR abs/2112.09008 (2021) - 2020
- [j2]Tiantian Zhu, Zhengyang Qu, Haitao Xu, Jingsi Zhang, Zhengyue Shao, Yan Chen, Sandeep Prabhakar, Jianfeng Yang:
RiskCog: Unobtrusive Real-Time User Authentication on Mobile Devices in the Wild. IEEE Trans. Mob. Comput. 19(2): 466-483 (2020) - [c3]Tieming Chen, Zhengqiu Weng, YunPeng Chen, Chenqiang Jin, Mingqi Lv, Tiantian Zhu, Jianhong Lin:
WebSmell: An Efficient Malicious HTTP Traffic Detection Framework Using Data Augmentation. Inscrypt 2020: 193-201
2010 – 2019
- 2019
- [c2]Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen, Tiantian Zhu, Hai Yang:
Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts. CCS 2019: 1831-1847 - 2016
- [j1]Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary:
Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates. IEEE/ACM Trans. Netw. 24(6): 3856-3869 (2016) - 2014
- [c1]Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen, Tiantian Zhu, Zhong Chen:
AutoCog: Measuring the Description-to-permission Fidelity in Android Applications. CCS 2014: 1354-1365
Coauthor Index
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