Ernest Akpaku

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel android malware detection method based on CWInFs and MPTACF optimization.
J. Inf. Secur. Appl.
Shengran Wang, Jinfu Chen, Saihua Cai, Jingyi Chen, Ernest Akpaku, Xingquan Mao
2026 J jnl
An efficient framework for malicious network traffic detection using optimized deep learning techniques.
Eng. Appl. Artif. Intell.
Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Ajmal Latif
2026 J jnl
MAGNN: Multi-scale adaptive graph neural networks with contrastive learning for malicious network traffic detection.
J. Parallel Distributed Comput.
Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Ali Bux
2025 J jnl
BiRNN-SA: Context-aware malicious network traffic detection using self-attentive bidirectional RNNs.
Comput. Networks
Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Ajmal Latif
2025 J jnl
Detecting encrypted malicious traffic with HEAT: a header-focused deep learning approach.
Comput. J.
Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, William Leslie Brown-Acquaye, Francis Kwadzo Agbenyegah, Rexford Nii Ayitey Sosu
2025 J jnl
MGAN: A Multi-view Graph Adaptive Network for Robust Malicious Traffic Detection.
ACM Trans. Priv. Secur.
Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, Francis Kwadzo Agbenyegah, Joshua Ofoeda
2025 J jnl
MTCR-AE: A Multiscale Temporal Convolutional Recurrent Autoencoder for unsupervised malicious network traffic detection.
Comput. Networks
Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Rexford Nii Ayitey Sosu
2025 J jnl
Machine and Deep Learning in Agricultural Engineering: A Comprehensive Survey and Meta-Analysis of Techniques, Applications, and Challenges.
Comput.
Samuel Akwasi Frimpong, Mu Han, Wenyi Zheng, Xiaowei Li, Ernest Akpaku, Ama Pokuah Obeng
2025 J jnl
Predicting Vulnerabilities in Computer Source Code Using Non-Investigated Software Metrics.
Softw. Qual. J.
Francis Kwadzo Agbenyegah, Jin-Fu Chen, Micheal Asante, Ernest Akpaku
2025 J jnl
RAGN: Detecting unknown malicious network traffic using a robust adaptive graph neural network.
Comput. Networks
Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, Francis Kwadzo Agbenyegah, William Leslie Brown-Acquaye
2025 J jnl
eBiTCN: Efficient bidirectional temporal convolution network for encrypted malicious network traffic detection.
J. Comput. Secur.
Ernest Akpaku, Jinfu Chen, Mukhtar Ahmed, Rexford Nii Ayitey Sosu, Francis Kwadzo Agbenyegah, Dominic Kofi Louis
2024 J jnl
DELM: Deep Ensemble Learning Model for Anomaly Detection in Malicious Network Traffic-based Adaptive Feature Aggregation and Network Optimization.
ACM Trans. Priv. Secur.
Mukhtar Ahmed, Jinfu Chen, Ernest Akpaku, Rexford Nii Ayitey Sosu, Ajmal Latif
2024 J jnl
Predicting software vulnerability based on software metrics: a deep learning approach.
Iran J. Comput. Sci.
Francis Kwadzo Agbenyegah, Micheal Asante, Jinfu Chen, Ernest Akpaku
2024 — conf
QAQA-SS: An Improved Fuzzing Approach with Seed Scheduling Based on the UCB Algorithm for QA Systems.
QRS Companion
Jinfu Chen, Yucheng Wu, Haibo Chen, Jingyi Chen, Ernest Akpaku
2021 J jnl
The Antecedents to the Actual Use of Digital Currencies in Ghana.
Int. J. ICT Res. Afr. Middle East
Ernest Akpaku