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田

田东海 (Donghai Tian)

Beijing Institute of Technology

11H-index
51Paper Count
403Citation Count
Published Papers 16
Publication Date
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A novel graph neural network-based approach for android malware detection
errApplied Soft Computing
IF6.6
err2026-01-28
err0
PREAI
errDonghai Tian; Zhanyun Niu; Tao Leng; Jiaqing Jiang; Pengxuan Chen; Changzhen Hu; Chong Yuan; Ruilong Deng
errShare
errSave
A novel host-based intrusion detection approach leveraging audit logs
errFuture Generation Computer Systems
IF0
err2025-07-19
err0
PREAI
errJiaqing Jiang; Hongyang Chu; Donghai Tian
errShare
errSave
A novel malware detection method based on audit logs and graph neural network
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-07-01
err0
PREAI
errZhen, Yewei; Tian, Donghai; Fu, Xiaohu; Hu, Changzhen
errShare
errSave
IMUNE: A novel evolutionary algorithm for influence maximization in UAV networks
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2025-01-01
err0
PREAI
errChen, Jiaqi; Han, Shuhang; Tian, Donghai; Hu, Changzhen
errShare
errSave
MDGraph: A novel malware detection method based on memory dump and graph neural network
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err1
PREAI
errLi, Qiyuan; Zhang, Bo; Tian, Donghai; Jia, Xiaoqi; Hu, Changzhen
errShare
errSave
SYNTONY: Potential-aware fuzzing with particle swarm optimization
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-02-01
err2
PREAI
errWang, Xiajing; Ma, Rui; Huo, Wei; Zhang, Zheng; He, Jinyuan; Zhang, Chaonan; Tian, Donghai
errShare
errSave
ELAMD: An ensemble learning framework for adversarial malware defense
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2023-06-01
err2
PREAI
errChen, Jiaqi; Yuan, Chong; Li, Jiashuo; Tian, Donghai; Ma, Rui; Jia, Xiaoqi
errShare
errSave
CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning
errJOURNAL OF GRID COMPUTING
IF2.9
err2022-09-12
err7
PREAI
errYing, Qianjin; Yu, Yulei; Tian, Donghai; Jia, Xiaoqi; Ma, Rui; Hu, Changzhen
errShare
errSave
Semi-Synchronized Non-Blocking Concurrent Kernel Cruising
errIEEE TRANSACTIONS ON CLOUD COMPUTING
IF5
err2022-04-01
err0
errOAAI
errTian, Donghai; Zeng, Qiang; Wu, Dinghao; Liu, Peng; Hu, Changzhen
errShare
errSave
Towards time evolved malware identification using two-head neural network
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2022-03-01
err10
PREAI
errYuan, Chong; Cai, Jingxuan; Tian, Donghai; Ma, Rui; Jia, Xiaoqi; Liu, Wenmao
errShare
errSave
BinDeep: A deep learning approach to binary code similarity detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-04-01
err21
PREAI
errTian, Donghai; Jia, Xiaoqi; Ma, Rui; Liu, Shuke; Liu, Wenjing; Hu, Changzhen
errShare
errSave
CMFuzz: context-aware adaptive mutation for fuzzers
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2021-01-16
err5
PREAI
errWang, Xiajing; Hu, Changzhen; Ma, Rui; Tian, Donghai; He, Jinyuan
errShare
errSave
KEcruiser: A novel control flow protection for kernel extensions
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2019-11-01
err3
PREAI
errTian, Donghai; Ma, Rui; Jia, Xiaoqi; Hu, Changzhen
errShare
errSave
E-WBM: An Effort-Based Vulnerability Discovery Model
errIEEE ACCESS
IF3.6
err2019-01-01
err10
errOAAI
errWang, Xiajing; Ma, Rui; Li, Binbin; Tian, Donghai; Wang, Xuefei
errShare
errSave
A Kernel Rootkit Detection Approach Based on Virtualization and Machine Learning
errIEEE ACCESS
IF3.6
err2019-01-01
err14
errOAAI
errTian, Donghai; Ma, Rui; Jia, Xiaoqi; Hu, Changzhen
errShare
errSave
Defeating buffer overflow attacks via virtualization
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2014-08-01
err5
PREAI
errTian, Donghai; Xiong, Xi; Hu, Changzhen; Liu, Peng
errShare
errSave

Research Directions

软件安全（基于深度学习）恶意软件分析与检测（结合机器学习和程序分析技术）Android系统安全大数据安全（基于数据挖掘技术）云计算安全（虚拟化技术）
Co-authors
Cooperation Journals
李佳硕 cover
李佳硕 (Jiashuo Li)
H-index: 53 · Papers: 250
P
Peng Liu
H-index: 46 · Papers: 570
R
Ruilong Deng
H-index: 43 · Papers: 192
D
Dinghao Wu
H-index: 35 · Papers: 155
张
张波 (Bo Zhang)
H-index: 24 · Papers: 165
View more