Donghai Tian - Publications, H-index & Citations

田

田东海 (Donghai Tian)

Beijing Institute of Technology

11H指数

51论文数

403被引数

收录论文 16

发表时间

A novel graph neural network-based approach for android malware detection

Applied Soft Computing

IF6.6

2026-01-28

PREAI

Donghai Tian; Zhanyun Niu; Tao Leng; Jiaqing Jiang; Pengxuan Chen; Changzhen Hu; Chong Yuan; Ruilong Deng

A novel host-based intrusion detection approach leveraging audit logs 一种基于主机的审计日志入侵检测新方法

Future Generation Computer Systems

IF0

2025-07-19

PREAI

Jiaqing Jiang; Hongyang Chu; Donghai Tian

A novel malware detection method based on audit logs and graph neural network 一种基于审计日志和图神经网络的恶意软件检测方法

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-07-01

PREAI

Zhen, Yewei; Tian, Donghai; Fu, Xiaohu; Hu, Changzhen

IMUNE: A novel evolutionary algorithm for influence maximization in UAV networks IMUNE: 一种新的无人机网络影响最大化的进化算法

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

IF8

2025-01-01

PREAI

Chen, Jiaqi; Han, Shuhang; Tian, Donghai; Hu, Changzhen

MDGraph: A novel malware detection method based on memory dump and graph neural network MDGraph: 一种基于内存转储和图神经网络的恶意软件检测方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Li, Qiyuan; Zhang, Bo; Tian, Donghai; Jia, Xiaoqi; Hu, Changzhen

SYNTONY: Potential-aware fuzzing with particle swarm optimization

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2024-02-01

PREAI

Wang, Xiajing; Ma, Rui; Huo, Wei; Zhang, Zheng; He, Jinyuan; Zhang, Chaonan; Tian, Donghai

ELAMD: An ensemble learning framework for adversarial malware defense

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2023-06-01

PREAI

Chen, Jiaqi; Yuan, Chong; Li, Jiashuo; Tian, Donghai; Ma, Rui; Jia, Xiaoqi

CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning

JOURNAL OF GRID COMPUTING

IF2.9

2022-09-12

PREAI

Ying, Qianjin; Yu, Yulei; Tian, Donghai; Jia, Xiaoqi; Ma, Rui; Hu, Changzhen

Semi-Synchronized Non-Blocking Concurrent Kernel Cruising 半同步非阻塞并发内核巡航

IEEE TRANSACTIONS ON CLOUD COMPUTING

IF5

2022-04-01

OAAI

Tian, Donghai; Zeng, Qiang; Wu, Dinghao; Liu, Peng; Hu, Changzhen

Towards time evolved malware identification using two-head neural network

JOURNAL OF INFORMATION SECURITY AND APPLICATIONS

IF3.7

2022-03-01

PREAI

Yuan, Chong; Cai, Jingxuan; Tian, Donghai; Ma, Rui; Jia, Xiaoqi; Liu, Wenmao

BinDeep: A deep learning approach to binary code similarity detection BinDeep: 一种二进制代码相似性检测的深度学习方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-04-01

PREAI

Tian, Donghai; Jia, Xiaoqi; Ma, Rui; Liu, Shuke; Liu, Wenjing; Hu, Changzhen

CMFuzz: context-aware adaptive mutation for fuzzers CMFuzz: 模糊器的上下文感知自适应变异

EMPIRICAL SOFTWARE ENGINEERING

IF3.6

2021-01-16

PREAI

Wang, Xiajing; Hu, Changzhen; Ma, Rui; Tian, Donghai; He, Jinyuan

KEcruiser: A novel control flow protection for kernel extensions

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2019-11-01

PREAI

Tian, Donghai; Ma, Rui; Jia, Xiaoqi; Hu, Changzhen

E-WBM: An Effort-Based Vulnerability Discovery Model

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Wang, Xiajing; Ma, Rui; Li, Binbin; Tian, Donghai; Wang, Xuefei

A Kernel Rootkit Detection Approach Based on Virtualization and Machine Learning 一种基于虚拟化和机器学习的内核Rootkit检测方法

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Tian, Donghai; Ma, Rui; Jia, Xiaoqi; Hu, Changzhen

Defeating buffer overflow attacks via virtualization

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2014-08-01

PREAI

Tian, Donghai; Xiong, Xi; Hu, Changzhen; Liu, Peng

研究方向