Tiantian Zhu

Orcid: 0000-0002-8657-662X

Affiliations:

Zhejiang University of Technology, China

According to our database¹, Tiantian Zhu authored at least 48 papers between 2014 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

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In proceedings

Article

PhD thesis

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Other

Bibliography

2025

GANDACOG: Implicit Mobile User Authentication in Multi Environments With Scarce Data.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2025

SoK: Knowledge is All You Need: Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs.

[BibT_eX]

[DOI]

CoRR, March, 2025

ActMiner: Applying Causality Tracking and Increment Aligning for Graph-based Cyber Threat Hunting.

[BibT_eX]

[DOI]

CoRR, January, 2025

METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift.

[BibT_eX]

[DOI]

CoRR, January, 2025

Dehydrator: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

TAGAPT: Toward Automatic Generation of APT Samples With Provenance-Level Granularity.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Nip in the Bud: Forecasting and Interpreting Post- Exploitation Attacks in Real-Time Through Cyber Threat Intelligence Reports.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

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

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

Actminer: Applying causality tracking and increment aligning for graph-based threat hunting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2025

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

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2025

ThreatCog: An adaptive and lightweight mobile user authentication system with enhanced motion sensory signals.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., 2025

VulnTrace: Tracking and Detecting Code Vulnerabilities with Historical Commits and Semantic Embeddings.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2025

ProvADShield: A Multimodel Ensemble Defender Against Adversarial Attacks on Provenance Graph Host Intrusion Detector.

[BibT_eX]

[DOI]

IET Inf. Secur., 2025

An Interpretable Network Intrusion Detection Model via Decision Tree Enhanced Deep Attention Network.

[BibT_eX]

[DOI]

IET Inf. Secur., 2025

LinTracer: An efficient tracking system for cyberattack chains fusing entity and event semantics.

[BibT_eX]

[DOI]

Comput. Secur., 2025

MIRDETECTOR: Applying malicious intent representation for enhanced APT anomaly detection.

[BibT_eX]

[DOI]

Comput. Secur., 2025

HER-PT: An intelligent penetration testing framework with Hindsight Experience Replay.

[BibT_eX]

[DOI]

Comput. Secur., 2025

PDCleaner: A multi-view collaborative data compression method for provenance graph-based APT detection systems.

[BibT_eX]

[DOI]

Comput. Secur., 2025

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

[BibT_eX]

[DOI]

Comput. Secur., 2025

Provenance-Based Intrusion Detection via Multi-scale Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 27th International Conference, 2025

Poster: Leveraging Large Language Models to Effectively and Efficiently Identify Vulnerability Patches for WordPress Plugins.

[BibT_eX]

[DOI]

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

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

[BibT_eX]

[DOI]

Cybersecur., December, 2024

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., April, 2024

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

[BibT_eX]

[DOI]

Comput. Secur., January, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Secur., December, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

2022

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

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

[BibT_eX]

[DOI]

Lei Fu

Ke Yan

Tiantian Zhu

IEEE Trans. Ind. Informatics, 2022

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

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

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

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

2021

Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

A Heterogeneous Graph Learning Model for Cyber-Attack Detection.

[BibT_eX]

[DOI]

CoRR, 2021

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

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

[BibT_eX]

[DOI]

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

2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2016

2014

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

[BibT_eX]

[DOI]

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

Tiantian Zhu

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