Tiantian Zhu

According to our database, Tiantian Zhu authored at least 55 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RT-APT: A real-time APT anomaly detection method for large-scale provenance graph.

Zhengqiu Weng, Weinuo Zhang, Tiantian Zhu, Zhenhao Dou, Haofei Sun, Zhanxiang Ye, Ye Tian

J. Netw. Comput. Appl., 2025

Kellect: A Kernel-based efficient and lossless event log collector for windows security.

Tieming Chen, Qijie Song, Tiantian Zhu, Xuebo Qiu, Zhiling Zhu, Mingqi Lv

Comput. Secur., 2025

2024

MVD-HG: multigranularity smart contract vulnerability detection method based on heterogeneous graphs.

Jingjie Xu, Ting Wang, Mingqi Lv, Tieming Chen, Tiantian Zhu, Baiyang Ji

Cybersecur., December, 2024

Intelligent botnet detection in IoT networks using parallel CNN-LSTM fusion.

Rongrong Jiang, Zhengqiu Weng, Lili Shi, Erxuan Weng, Hongmei Li, Weiqiang Wang, Tiantian Zhu, Wuzhao Li

Concurr. Comput. Pract. Exp., November, 2024

TrapCog: An Anti-Noise, Transferable, and Privacy-Preserving Real-Time Mobile User Authentication System With High Accuracy.

Jie Ying, Tiantian Zhu, Qiang Liu, Chunlin Xiong, Zhengqiu Weng, Tieming Chen, Lei Fu, Mingqi Lv, Han Wu, Ting Wang, Yan Chen

IEEE Trans. Mob. Comput., April, 2024

CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters.

Tieming Chen, Huan Zeng, Mingqi Lv, Tiantian Zhu

Comput. Secur., January, 2024

BioPRO: Context-Infused Prompt Learning for Biomedical Entity Linking.

Tiantian Zhu, Yang Qin, Ming Feng, Qingcai Chen, Baotian Hu, Yang Xiang

IEEE ACM Trans. Audio Speech Lang. Process., 2024

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques.

Jian Wang, Tiantian Zhu, Chunlin Xiong, Yan Chen

CoRR, 2024

CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports.

Wenrui Cheng, Tiantian Zhu, Tieming Chen, Qixuan Yuan, Jie Ying, Hongmei Li, Chunlin Xiong, Mingda Li, Mingqi Lv, Yan Chen

CoRR, 2024

Nip in the Bud: Forecasting and Interpreting Post-exploitation Attacks in Real-time through Cyber Threat Intelligence Reports.

Tiantian Zhu, Jie Ying, Tieming Chen, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Aohan Zheng, Mingqi Lv, Yan Chen

CoRR, 2024

SPARSE: Semantic Tracking and Path Analysis for Attack Investigation in Real-time.

Jie Ying, Tiantian Zhu, Wenrui Cheng, Qixuan Yuan, Mingjun Ma, Chunlin Xiong, Tieming Chen, Mingqi Lv, Yan Chen

CoRR, 2024

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning.

Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu

CoRR, 2024

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning.

Mingqi Lv, Hongzhe Gao, Xuebo Qiu, Tieming Chen, Tiantian Zhu, Jinyin Chen, Shouling Ji

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

System-level data management for endpoint advanced persistent threat detection: Issues, challenges and trends.

Tieming Chen, Chenbin Zheng, Tiantian Zhu, Chunlin Xiong, Jie Ying, Qixuan Yuan, Wenrui Cheng, Mingqi Lv

Comput. Secur., December, 2023

Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding.

Yiqian Zhang, Tiantian Zhu, Congduan Li

Entropy, October, 2023

A value of prediction model to estimate optimal response time to threats for accident prevention.

Tiantian Zhu, Stein Haugen, Yiliu Liu, Xue Yang

Reliab. Eng. Syst. Saf., April, 2023

EdgeCog: A Real-Time Bearing Fault Diagnosis System Based on Lightweight Edge Computing.

Lei Fu, Ke Yan, Yikun Zhang, Ruien Chen, Zepeng Ma, Fang Xu, Tiantian Zhu

IEEE Trans. Instrum. Meas., 2023

APTSHIELD: A Stable, Efficient and Real-Time APT Detection System for Linux Hosts.

Tiantian Zhu, Jinkai Yu, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Jie Ying, Tieming Chen, Jiabo Zhang, Mingqi Lv, Yan Chen, Ting Wang, Yuan Fan

IEEE Trans. Dependable Secur. Comput., 2023

Fine-grained biomedical knowledge negation detection via contrastive learning.

Tiantian Zhu, Yang Xiang, Qingcai Chen, Yang Qin, Baotian Hu, Wentai Zhang

Knowl. Based Syst., 2023

Controllable Contrastive Generation for Multilingual Biomedical Entity Linking.

Tiantian Zhu, Yang Qin, Qingcai Chen, Xin Mu, Changlong Yu, Yang Xiang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Information and Decision-making for Major Accident Prevention - A concept of information-based strategies for accident prevention.

Tiantian Zhu

PhD thesis, 2022

EspialCog: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment.

Tiantian Zhu, Zhengqiu Weng, Qijie Song, Yuan Chen, Qiang Liu, Yan Chen, Mingqi Lv, Tieming Chen

IEEE Trans. Mob. Comput., 2022

Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network.

Mingqi Lv, Dajian Zeng, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji

IEEE Trans. Mob. Comput., 2022

PowerCog: A Practical Method for Recognizing Power Quality Disturbances Accurately in a Noisy Environment.

Lei Fu, Ke Yan, Tiantian Zhu

IEEE Trans. Ind. Informatics, 2022

Conan: A Practical Real-Time APT Detection System With High Accuracy and Efficiency.

Chunlin Xiong, Tiantian Zhu, Weihao Dong, Linqi Ruan, Runqing Yang, Yueqiang Cheng, Yan Chen, Shuai Cheng, Xutong Chen

IEEE Trans. Dependable Secur. Comput., 2022

Generic, efficient, and effective deobfuscation and semantic-aware attack detection for PowerShell scripts.

Chunlin Xiong, Zhenyuan Li, Yan Chen, Tiantian Zhu, Jian Wang, Hai Yang, Wei Ruan

Frontiers Inf. Technol. Electron. Eng., 2022

Kellect: a Kernel-Based Efficient and Lossless Event Log Collector.

Tieming Chen, Qijie Song, Xuebo Qiu, Tiantian Zhu, Zhiling Zhu, Mingqi Lv

CoRR, 2022

Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking.

Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction.

Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen, Tiantian Zhu, Shouling Ji

IEEE Trans. Intell. Transp. Syst., 2021

General, Efficient, and Real-Time Data Compaction Strategy for APT Forensic Analysis.

Tiantian Zhu, Jiayu Wang, Linqi Ruan, Chunlin Xiong, Jinkai Yu, Yaosheng Li, Yan Chen, Mingqi Lv, Tieming Chen

IEEE Trans. Inf. Forensics Secur., 2021

One Cycle Attack: Fool Sensor-Based Personal Gait Authentication With Clustering.

Tiantian Zhu, Lei Fu, Qiang Liu, Zi Lin, Yan Chen, Tieming Chen

IEEE Trans. Inf. Forensics Secur., 2021

Disocclusion filling for depth-based view synthesis with adaptive utilization of temporal correlations.

Pan Gao, Tiantian Zhu, Manoranjan Paul

J. Vis. Commun. Image Represent., 2021

Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning.

Tiantian Zhu, Yang Qin, Yang Xiang, Baotian Hu, Qingcai Chen, Weihua Peng

J. Am. Medical Informatics Assoc., 2021

TLSmell: Direct Identification on Malicious HTTPs Encryption Traffic with Simple Connection-Specific Indicators.

Zhengqiu Weng, Timing Chen, Tiantian Zhu, Hang Dong, Dan Zhou, Osama Alfarraj

Comput. Syst. Sci. Eng., 2021

APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts.

Tiantian Zhu, Jinkai Yu, Tieming Chen, Jiayu Wang, Jie Ying, Ye Tian, Mingqi Lv, Yan Chen, Yuan Fan, Ting Wang

CoRR, 2021

A Heterogeneous Graph Learning Model for Cyber-Attack Detection.

Mingqi Lv, Chengyu Dong, Tieming Chen, Tiantian Zhu, Qijie Song, Yuan Fan

CoRR, 2021

Diversity Slotted ALOHA with Power Accumulation for Satellite IoT Networks.

Tiantian Zhu, Jiaying Li, Ziwei Liu, Gengxin Zhang

Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

2020

RiskCog: Unobtrusive Real-Time User Authentication on Mobile Devices in the Wild.

Tiantian Zhu, Zhengyang Qu, Haitao Xu, Jingsi Zhang, Zhengyue Shao, Yan Chen, Sandeep Prabhakar, Jianfeng Yang

IEEE Trans. Mob. Comput., 2020

A Hybrid Deep Learning System for Real-World Mobile User Authentication Using Motion Sensors.

Tiantian Zhu, Zhengqiu Weng, Guolang Chen, Lei Fu

Sensors, 2020

Binary and Multiclass Classification of Histopathological Images Using Machine Learning Techniques.

Jiatong Wang, Tiantian Zhu, Shan Liang, R. Karthiga, Kumaravelu Narasimhan, Elamaran Vellaiappan

J. Medical Imaging Health Informatics, 2020

WebSmell: An Efficient Malicious HTTP Traffic Detection Framework Using Data Augmentation.

Tieming Chen, Zhengqiu Weng, YunPeng Chen, Chenqiang Jin, Mingqi Lv, Tiantian Zhu, Jianhong Lin

Proceedings of the Information Security and Cryptology - 16th International Conference, 2020

2019

An Improved Gaussian Mixture Model Based Hole-filling Algorithm Exploiting Depth Information.

Tiantian Zhu, Pan Gao

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Study on Measurement of Colloidal Liquid Concentration Based on Tyndall Phenomenon.

Cunbo Jiang, Tiantian Zhu, Yaling Qin

Proceedings of the Data Science, 2019

Relationship Between Tyndall Light Path Attenuation and Concentration Based on Digital Image.

Cunbo Jiang, Yaling Qin, Tiantian Zhu

Proceedings of the Data Science, 2019

Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts.

Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen, Tiantian Zhu, Hai Yang

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2016

Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates.

Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary

IEEE/ACM Trans. Netw., 2016

2014

ECNU: Leveraging on Ensemble of Heterogeneous Features and Information Enrichment for Cross Level Semantic Similarity Estimation.

Tiantian Zhu, Man Lan

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

ECNU: One Stone Two Birds: Ensemble of Heterogenous Measures for Semantic Relatedness and Textual Entailment.

Jiang Zhao, Tiantian Zhu, Man Lan

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

ECNU: Expression- and Message-level Sentiment Orientation Classification in Twitter Using Multiple Effective Features.

Jiang Zhao, Man Lan, Tiantian Zhu

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

AutoCog: Measuring the Description-to-permission Fidelity in Android Applications.

Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen, Tiantian Zhu, Zhong Chen

Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014

2013

ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements.

Tiantian Zhu, Man Lan

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

ECNUCS: A Surface Information Based System Description of Sentiment Analysis in Twitter in the SemEval-2013 (Task 2).

Tiantian Zhu, Fangxi Zhang, Lan Man

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Measuring short Text Semantic Similarity using multiple measurements.

Tiantian Zhu, Man Lan

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Tiantianzhu7: System Description of Semantic Textual Similarity (STS) in the SemEval-2012 (Task 6).

Tiantian Zhu, Man Lan

Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

2011

ECNU: Brief System Description of Submission to Knowledge Base Population at TAC 2011.

Tiantian Zhu, Wenchao Zhang, Yue Lu

Proceedings of the Fourth Text Analysis Conference, 2011