Md. Ashraf Uddin

48 papers B 1C 1Journal 42Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A dual-tier adaptive one-class classification IDS for emerging cyberthreats. Comput. Commun. Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2025	J	`jnl`	Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model. Int. J. Intell. Transp. Syst. Res. Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md. Manowarul Islam, Ansam Khraisat, Ammar Alazab, Khabir Uddin Ahamed, Md. Alamin Talukder
2025	J	`jnl`	HARNet: an enhanced deep learning-based human activity recognition model. Clust. Comput. Md. Alamin Talukder, Mohsin Kazi, Md. Ashraf Uddin
2025	J	`jnl`	Hierarchical classification for intrusion detection system: Effective design and empirical analysis. Ad Hoc Networks Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2025	J	`jnl`	RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks. Clust. Comput. Ansam Khraisat, Md. Alamin Talukder, Md. Ashraf Uddin, Ammar Alazab
2025	J	`jnl`	Securing federated learning: a defense strategy against targeted data poisoning attack. Discov. Internet Things Ansam Khraisat, Ammar Alazab, Moutaz Alazab, Tony Jan, Sarabjot Singh, Md. Ashraf Uddin
2025	J	`jnl`	Web-Based Early Dementia Detection Using Deep Learning, Ensemble Machine Learning, and Model Explainability Through LIME and SHAP. IET Softw. Khandaker Mohammad Mohi Uddin, Abir Chowdhury, Md Mahbubur Rahman Druvo, Md. Shariful Islam, Md. Ashraf Uddin
2024	J	`jnl`	A Bioinformatic Approach Validated Utilizing Machine Learning Algorithms to Identify Relevant Biomarkers and Crucial Pathways in Gallbladder Cancer. CoRR Rabea Khatun, Wahia Tasnim, Maksuda Akter, Md. Manowarul Islam, Md. Ashraf Uddin, Md. Zulfiker Mahmud, Saurav Chandra Das
2024	J	`jnl`	A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats. CoRR Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2024	J	`jnl`	An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique. CoRR Maksuda Akter, Rabea Khatun, Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin
2024	J	`jnl`	BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture. Int. J. Intell. Syst. Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Arnisha Akhter, Majdi Khalid
2024	J	`jnl`	Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture. Comput. Biol. Medicine Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
2024	J	`jnl`	Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma. CoRR Abanti Bhattacharjya, Manowarul Islam, Md. Ashraf Uddin, Md. Alamin Talukder, A. K. M. Azad, Sunil Aryal, Bikash Kumar Paul, Wahia Tasnim, Muhammad Ali Abdulllah Almoyad, Mohammad Ali Moni
2024	J	`jnl`	Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis. CoRR Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2024	J	`jnl`	Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans. CoRR Maleka Khatun, Md. Manowarul Islam, Habibur Rahman Rifat, Md. Shamim Bin Shahid, Md. Alamin Talukder, Md. Ashraf Uddin
2024	J	`jnl`	MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs. CoRR Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
2024	J	`jnl`	MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs. Int. J. Inf. Sec. Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
2024	J	`jnl`	Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. CoRR Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024	J	`jnl`	Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. J. Big Data Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024	J	`jnl`	Priority based energy and load aware routing algorithms for SDN enabled data center network. Comput. Networks Md Naimul Pathan, Maisha Muntaha, Selina Sharmin, Sajeeb Saha, Md. Ashraf Uddin, Fernaz Narin Nur, Sunil Aryal
2024	J	`jnl`	Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Search. CoRR Md. Alamin Talukder, Rakib Hossen, Md. Ashraf Uddin, Mohammed Nasir Uddin, Uzzal Kumar Acharjee
2024	J	`jnl`	Securing transactions: a hybrid dependable ensemble machine learning model using IHT-LR and grid search. Cybersecur. Md. Alamin Talukder, Rakib Hossen, Md. Ashraf Uddin, Mohammed Nasir Uddin, Uzzal Kumar Acharjee
2024	J	`jnl`	usfAD Based Effective Unknown Attack Detection Focused IDS Framework. CoRR Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2023	J	`jnl`	4mC-CGRU: Identification of N4-Methylcytosine (4mC) sites using convolution gated recurrent unit in Rosaceae genome. Comput. Biol. Chem. Abida Sultana, Sadia Jannat Mitu, Md Naimul Pathan, Mohammed Nasir Uddin, Md. Ashraf Uddin, Sunil Aryal
2023	J	`jnl`	A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture. Intell. Syst. Appl. Md. Manowarul Islam, Md. Alamin Talukder, Md. Ruhul Amin Sarker, Md. Ashraf Uddin, Arnisha Akhter, Selina Sharmin, Md. Selim Al Mamun, Sumon Kumar Debnath
2023	J	`jnl`	A robust and clinically applicable deep learning model for early detection of Alzheimer's. IET Image Process. Md. Masud Rana, Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Sunil Aryal, Naif Mohammed Alotaibi, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
2023	J	`jnl`	A robust hybrid machine learning model for Bengali cyber bullying detection in social media. Nat. Lang. Process. J. Arnisha Akhter, Uzzal Kumar Acharjee, Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin
2023	J	`jnl`	An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning. Expert Syst. Appl. Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Md. Alamgir Jalil Pramanik, Sunil Aryal, Muhammad Ali Abdulllah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni
2023	J	`jnl`	Device Agent Assisted Blockchain Leveraged Framework for Internet of Things. IEEE Access Tarique Mohammed Nasrullah, Md. Manowarul Islam, Md. Ashraf Uddin, Md. Anisuzzaman Khan, Md. Abu Layek, Andrew Stranieri, Eui-Nam Huh
2023	J	`jnl`	Smart Contract-Based Access Control Framework for Internet of Things Devices. Comput. Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder
2022	J	`jnl`	A Dependable Hybrid Machine Learning Model for Network Intrusion Detection. CoRR Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2022	J	`jnl`	A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges. Internet Things Md. Shafiur Rahman, Md. Amirul Islam, Md. Ashraf Uddin, Giovanni Stea
2022	J	`jnl`	Automatic driver distraction detection using deep convolutional neural networks. Intell. Syst. Appl. Md. Uzzol Hossain, Md. Ataur Rahman, Md. Manowarul Islam, Arnisha Akhter, Md. Ashraf Uddin, Bikash Kumar Paul
2022	J	`jnl`	Deep viewing for the identification of Covid-19 infection status from chest X-Ray image using CNN based architecture. Intell. Syst. Appl. Partho Ghose, Md. Ashraf Uddin, Uzzal Kumar Acharjee, Selina Sharmin
2022	J	`jnl`	Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning. CoRR Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
2022	J	`jnl`	Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning. Expert Syst. Appl. Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
2022	J	`jnl`	Sequence-to-Sequence Learning-Based Conversion of Pseudo-Code to Source Code Using Neural Translation Approach. IEEE Access Uzzal Kumar Acharjee, Minhazul Arefin, Kazi Mojammel Hossen, Mohammed Nasir Uddin, Md. Ashraf Uddin, Linta Islam
2021	J	`jnl`	An efficient hybrid system for anomaly detection in social networks. Cybersecur. Md. Shafiur Rahman, Sajal Halder, Md. Ashraf Uddin, Uzzal Kumar Acharjee
2020	J	`jnl`	Blockchain leveraged decentralized IoT eHealth framework. Internet Things Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2020	—	`conf`	Developing an Intelligent System for Recommending Products. ICO Md. Shariful Islam, Md. Shafiul Alam Forhad, Md. Ashraf Uddin, Mohammad Shamsul Arefin, Syed Md. Galib, Md. Akib Khan
2020	—	`conf`	Dynamically Recommending Repositories for Health Data: a Machine Learning Model. ACSW Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2020	J	`jnl`	Rapid health data repository allocation using predictive machine learning. Health Informatics J. Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2019	B	`conf`	A Decentralized Patient Agent Controlled Blockchain for Remote Patient Monitoring. WiMob Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2019	—	`conf`	An Efficient Selective Miner Consensus Protocol in Blockchain Oriented IoT Smart Monitoring. ICIT Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2019	C	`conf`	Blockchain Leveraged Task Migration in Body Area Sensor Networks. APCC Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2018	J	`jnl`	Continuous Patient Monitoring With a Patient Centric Agent: A Block Architecture. IEEE Access Md. Ashraf Uddin, Andrew Stranieri, Iqbal Gondal, Venki Balasubramanian
2016	—	`conf`	Noise aware level based routing protocol for underwater sensor networks. IWCI Arnisha Akhter, Md. Ashraf Uddin, Md. Anwarul Islam Abir, Md. Manowarul Islam
2013	J	`jnl`	Link Expiration Time-Aware Routing Protocol for UWSNs. J. Sensors Md. Ashraf Uddin, Md. Mamun-Or-Rashid