Ernest Akpaku - Publications, H-index & Citations

Ernest Akpaku

jiangsu university

4H指数

19论文数

52被引数

收录论文 7

发表时间

A Review on Testing Approaches for Autonomous Driving Systems Based on Metamorphic Testing and Fuzzing Testing 基于蜕变测试和模糊测试的自动驾驶系统测试方法综述

Journal of Software-Evolution and Process

IF1.8

2026-05-01

PREAI

Sun, Cun; Chen, Jinfu; Cai, Saihua; Zong, Chenrui; Liu, Yisong; Chen, Zhuoyi; Chang, Xiaosong; Akpaku, Ernest

MAGNN: Multi-scale adaptive graph neural networks with contrastive learning for malicious network traffic detection MAGNN：基于对比学习的多尺度自适应图神经网络，用于恶意网络流量检测

Journal of Parallel and Distributed Computing

IF4

2026-02-14

PREAI

Mukhtar Ahmed; Jinfu Chen; Ernest Akpaku; Ali Bux

An efficient framework for malicious network traffic detection using optimized deep learning techniques 使用优化的深度学习技术进行恶意网络流量检测的高效框架

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

IF8

2025-12-01

PREAI

Ahmed, Mukhtar; Chen, Jinfu; Akpaku, Ernest; Latif, Ajmal

MGAN: A Multi-View Graph Adaptive Network for Robust Malicious Traffic Detection MGAN: 一种多视图图自适应网络，用于鲁棒恶意流量检测

ACM TRANSACTIONS ON PRIVACY AND SECURITY

IF2.8

2025-11-01

PREAI

Akpaku, Ernest; Chen, Jinfu; Ahmed, Mukhtar; Agbenyegah, Francis Kwadzo; Ofoeda, Joshua

Machine and Deep Learning in Agricultural Engineering: A Comprehensive Survey and Meta-Analysis of Techniques, Applications, and Challenges 机器学习与深度学习在农业工程中的应用：技术、应用与挑战的全面综述与元分析

Computers 2025, Vol. 14, Page 438

IF0

2025-10-15

OAAI

Samuel Akwasi Frimpong; Mu Han; Wenyi Zheng; Xiaowei Li; Ernest Akpaku; Ama Pokuah Obeng

BiRNN-SA: Context-aware malicious network traffic detection using self-attentive bidirectional RNNs BiRNN-SA：基于自注意力双向循环神经网络的上下文感知恶意网络流量检测

Computer Networks

IF4.6

2025-08-28

PREAI

Mukhtar Ahmed; Jinfu Chen; Ernest Akpaku; Ajmal Latif

DELM: Deep Ensemble Learning Model for Anomaly Detection in Malicious Network Traffic-based Adaptive Feature Aggregation and Network Optimization

ACM TRANSACTIONS ON PRIVACY AND SECURITY

IF2.8

2024-10-07

OAAI

Ahmed, Mukhtar; Chen, Jinfu; Akpaku, Ernest; Sosu, Rexford nii ayitey; Latif, Ajmal

研究方向