Tamer AbuHmed - RankMe

76 papers A* 1A 3B 1Journal 55Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-plane multi-slice longitudinal MRI for deep ensemble progression detection based on enhanced residual multi-head self-attention. Knowl. Based Syst. Nasir Rahim, Shaker H. Ali El-Sappagh, Mustaqeem Khan, Maria Bashir, Younhyun Jung, Tamer AbuHmed
2026	J	`jnl`	Trustworthy Alzheimer's diagnosis: Integrating robustness, fairness, and explainability in neuroimaging based deep ensemble framework. Eng. Appl. Artif. Intell. Maria Bashir, Nasir Rahim, Shaker H. Ali El-Sappagh, Omar Amin El-serafy, Tamer AbuHmed
2025	J	`jnl`	A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis. CoRR Omar Abusabha, Jiyong Uhm, Tamer AbuHmed, Hyungjoon Koo
2025	J	`jnl`	AdvChar: Attacking Interpretable NLP Systems. IEEE Trans. Inf. Forensics Secur. Eldor Abdukhamidov, Tamer AbuHmed, Joanna C. S. Santos, Mohammed Abuhamad
2025	—	`conf`	Analyzing Adversarial Strategies and Countermeasures for Cyberbullying Detection. SBP-BRiMS Maddie Juarez, Eldor Abdukhamidov, Manuel Sandoval, Mujtaba Nazari, Deborah L. Hall, George K. Thiruvathukal, Tamer AbuHmed, Yasin N. Silva, Mohammed Abuhamad
2025	J	`jnl`	Attacking interpretable NLP systems. CoRR Eldor Abdukhamidov, Tamer AbuHmed, Joanna C. S. Santos, Mohammed Abuhamad
2025	J	`jnl`	Breaking the Illusion of Security via Interpretation: Interpretable Vision Transformer Systems under Attack. CoRR Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Hyoungshick Kim, Tamer AbuHmed
2025	—	`conf`	End-to-End Optimized Ensemble Model for Alzheimer's Disease Detection. IMCOM Abdelrahman Hassan, Tamer AbuHmed, Shaker H. Ali El-Sappagh
2025	J	`jnl`	FiSC: A Novel Approach for Fitzpatrick Scale-Based Skin Analyzer's Image Classification. IEEE Access Guillermo Crocker Garcia, Muhammad Numan Khan, Aftab Alam, Josué Obregon, Tamer AbuHmed, Eui-Nam Huh
2025	—	`conf`	Knowledge Augmented Significant Language Model-Based Chatbot for Explainable Diabetes Mellitus Prediction. IMCOM Mazen Elfayoumi, Mohamed AbouElazm, Omar Mohamed, Tamer AbuHmed, Shaker H. Ali El-Sappagh
2025	—	`conf`	Leveraging Large Language Models for Smart Pharmacy Systems: Enhancing Drug Safety and Operational Efficiency. IMCOM Abdelrahman Osheba, Ahmed Abou-El-Ela, Osama Adel, Youssef Maaod, Tamer AbuHmed, Shaker H. Ali El-Sappagh
2025	J	`jnl`	Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications. Artif. Intell. Rev. Haseeb Javed, Shaker H. Ali El-Sappagh, Tamer AbuHmed
2025	J	`jnl`	Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning. IEEE Trans. Reliab. Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2025	J	`jnl`	Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches. Computing Haseeb Javed, Fatma Eid, Shaker H. Ali El-Sappagh, Tamer AbuHmed
2025	—	`conf`	Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity. IMCOM Abdenour Soubih, Seyyid Ahmed Lahmer, Mohammed Abuhamad, Tamer AbuHmed
2025	J	`jnl`	Underwater image restoration and enhancement: a comprehensive review of recent trends, challenges, and applications. Vis. Comput. Yasmin M. Alsakar, Nehal A. Sakr, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Mohammed Elmogy
2024	J	`jnl`	Alzheimer's disease diagnosis in the metaverse. Comput. Methods Programs Biomed. Jalal Safari Bazargani, Nasir Rahim, Abolghasem Sadeghi-Niaraki, Tamer AbuHmed, Houbing Song, Soo-Mi Choi
2024	J	`jnl`	From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings. CoRR Firuz Juraev, Mohammed Abuhamad, Eric Chan-Tin, George K. Thiruvathukal, Tamer AbuHmed
2024	J	`jnl`	Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses. IEEE Trans. Dependable Secur. Comput. Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2024	J	`jnl`	Impact of Architectural Modifications on Deep Learning Adversarial Robustness. CoRR Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K. Thiruvathukal, Tamer AbuHmed
2024	—	`conf`	Infodeslib: Python Library for Dynamic Ensemble Learning using Late Fusion of Multimodal Data. KiL@KDD Firuz Juraev, Shaker H. Ali El-Sappagh, Tamer AbuHmed
2024	J	`jnl`	Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data. Appl. Soft Comput. Nasir Rahim, Shaker H. Ali El-Sappagh, Haytham Rizk, Omar Amin El-serafy, Tamer AbuHmed
2024	J	`jnl`	MotionID: Towards practical behavioral biometrics-based implicit user authentication on smartphones. Pervasive Mob. Comput. Mohsen Ali Alawami, Tamer AbuHmed, Mohammed Abuhamad, Hyoungshick Kim
2024	J	`jnl`	SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems. IEEE Trans. Inf. Forensics Secur. Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer AbuHmed
2024	—	`conf`	The Impact of Model Variations on the Robustness of Deep Learning Models in Adversarial Settings. SVCC Firuz Juraev, Mohammed Abuhamad, Simon S. Woo, George K. Thiruvathukal, Tamer AbuHmed
2024	—	`conf`	Unmasking the Vulnerabilities of Deep Learning Models: A Multi-Dimensional Analysis of Adversarial Attacks and Defenses. SVCC Firuz Juraev, Mohammed Abuhamad, Eric Chan-Tin, George K. Thiruvathukal, Tamer AbuHmed
2023	J	`jnl`	An approach for measuring spatial similarity among COVID-19 epicenters. Geo spatial Inf. Sci. Neda Kaffash-Charandabi, Abolghasem Sadeghi-Niaraki, Soo-Mi Choi, Tamer AbuHmed
2023	J	`jnl`	Early Detection of Alzheimer's Disease Based on Laplacian Re-Decomposition and XGBoosting. Comput. Syst. Sci. Eng. Hala Ahmed, Hassan Soliman, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Mohammed Elmogy
2023	J	`jnl`	Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis. IEEE Trans. Netw. Serv. Manag. Sajid Ali, Omar Abusabha, Farman Ali, Muhammad Imran, Tamer AbuHmed
2023	J	`jnl`	Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion Sajid Ali, Tamer AbuHmed, Shaker H. Ali El-Sappagh, Khan Muhammad, Jose Maria Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez, Francisco Herrera
2023	—	`conf`	Explainable Dynamic Ensemble Framework for Classification Based on the Late Fusion of Heterogeneous Multimodal Data. IntelliSys (3) Firuz Juraev, Shaker H. Ali El-Sappagh, Tamer AbuHmed
2023	J	`jnl`	Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson's disease. Comput. Methods Programs Biomed. Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker H. Ali El-Sappagh, Tamer AbuHmed
2023	J	`jnl`	Explainable probabilistic deep learning framework for seismic assessment of structures using distribution-free prediction intervals. Comput. Aided Civ. Infrastructure Eng. Mohamed Noureldin, Tamer AbuHmed, Melike Saygi, Jinkoo Kim
2023	—	`conf`	LSTM deep learning model for Alzheimer's disease prediction based on cost-effective time series cognitive scores. NILES Hager Saleh, Nora El-Rashidy, Tamer AbuHmed, Shaker H. Ali El-Sappagh
2023	J	`jnl`	Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems. CoRR Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2023	J	`jnl`	Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data. Inf. Fusion Nasir Rahim, Shaker H. Ali El-Sappagh, Sajid Ali, Khan Muhammad, Javier Del Ser, Tamer AbuHmed
2023	—	`conf`	Real-time human detection and behavior recognition using low-cost hardware. IMCOM Bojun Wang, Sajid Ali, Xinyi Fan, Tamer AbuHmed
2023	J	`jnl`	Single-Class Target-Specific Attack against Interpretable Deep Learning Systems. CoRR Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer AbuHmed
2023	J	`jnl`	Trustworthy artificial intelligence in Alzheimer's disease: state of the art, opportunities, and challenges. Artif. Intell. Rev. Shaker H. Ali El-Sappagh, Jose Maria Alonso-Moral, Tamer AbuHmed, Farman Ali, Alberto José Bugarín Diz
2023	J	`jnl`	Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks. CoRR Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2022	J	`jnl`	An IoT-Based Approach for Learning Geometric Shapes in Early Childhood. IEEE Access Jalal Safari Bazargani, Abolghasem Sadeghi-Niaraki, Fatema Rahimi, Tamer AbuHmed, Soo-Mi Choi
2022	J	`jnl`	Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers. Neurocomputing Shaker H. Ali El-Sappagh, Farman Ali, Tamer AbuHmed, Jaiteg Singh, José Maria Alonso
2022	A	`conf`	Black-box and Target-specific Attack Against Interpretable Deep Learning Systems. AsiaCCS Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer AbuHmed
2022	A	`conf`	Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models. AsiaCCS Firuz Juraev, Eldor Abdukhamidov, Mohammed Abuhamad, Tamer AbuHmed
2022	J	`jnl`	Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping. Int. J. Appl. Earth Obs. Geoinformation Negar Shabanpour, Seyed Vahid Razavi Termeh, Abolghasem Sadeghi-Niaraki, Soo-Mi Choi, Tamer AbuHmed
2022	J	`jnl`	Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning. CoRR Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer AbuHmed
2022	A	`conf`	Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware. AsiaCCS Qirui Sun, Eldor Abdukhamidov, Tamer AbuHmed, Mohammed Abuhamad
2022	—	`conf`	MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits. CySSS@AsiaCCS Qirui Sun, Mohammed Abuhamad, Eldor Abdukhamidov, Eric Chan-Tin, Tamer AbuHmed
2022	J	`jnl`	Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients. J. Biomed. Informatics Firuz Juraev, Shaker H. Ali El-Sappagh, Eldor Abdukhamidov, Farman Ali, Tamer AbuHmed
2022	J	`jnl`	Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data. IEEE J. Biomed. Health Informatics Sajid Ali, Shaker H. Ali El-Sappagh, Farman Ali, Muhammad Imran, Tamer AbuHmed
2022	J	`jnl`	Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning. Neural Comput. Appl. Nora El-Rashidy, Tamer AbuHmed, Louai Alarabi, Hazem M. El-Bakry, Samir Abdelrazek, Farman Ali, Shaker H. Ali El-Sappagh
2022	J	`jnl`	Two-stage deep learning model for Alzheimer's disease detection and prediction of the mild cognitive impairment time. Neural Comput. Appl. Shaker H. Ali El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer, Tamer AbuHmed
2021	—	`conf`	AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning. CSoNet Eldor Abdukhamidov, Mohammed Abuhamad, Firuz Juraev, Eric Chan-Tin, Tamer AbuHmed
2021	J	`jnl`	Alzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data. Future Gener. Comput. Syst. Shaker H. Ali El-Sappagh, Hager Saleh, Radhya Sahal, Tamer AbuHmed, S. M. Riazul Islam, Farman Ali, Eslam Amer
2021	J	`jnl`	An Exploration of Geo-temporal Characteristics of Users' Reactions on Social Media During the Pandemic. CoRR Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer AbuHmed
2021	J	`jnl`	Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions. IEEE Access Eman AbdelMaksoud, Shaker H. Ali El-Sappagh, Sherif I. Barakat, Tamer AbuHmed, Mohammed Elmogy
2021	J	`jnl`	Classification and Analysis of Android Malware Images Using Feature Fusion Technique. IEEE Access Jaiteg Singh, Deepak Thakur, Tanya Gera, Babar Shah, Tamer AbuHmed, Farman Ali
2021	J	`jnl`	Large-scale and Robust Code Authorship Identification with Deep Feature Learning. ACM Trans. Priv. Secur. Mohammed Abuhamad, Tamer AbuHmed, David Mohaisen, DaeHun Nyang
2021	J	`jnl`	Robust hybrid deep learning models for Alzheimer's progression detection. Knowl. Based Syst. Tamer AbuHmed, Shaker H. Ali El-Sappagh, José Maria Alonso
2021	J	`jnl`	The Role of Medication Data to Enhance the Prediction of Alzheimer's Progression Using Machine Learning. Comput. Intell. Neurosci. Shaker H. Ali El-Sappagh, Tamer AbuHmed, Bader Alouffi, Radhya Sahal, Naglaa Abdelhade, Hager Saleh
2020	J	`jnl`	AUToSen: Deep-Learning-Based Implicit Continuous Authentication Using Smartphone Sensors. IEEE Internet Things J. Mohammed Abuhamad, Tamer AbuHmed, David Mohaisen, DaeHun Nyang
2020	—	`conf`	Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks. IntelliSys (3) Shaker H. Ali El-Sappagh, Tamer AbuHmed, Kyung Sup Kwak
2020	J	`jnl`	Intensive Care Unit Mortality Prediction: An Improved Patient-Specific Stacking Ensemble Model. IEEE Access Nora El-Rashidy, Shaker H. Ali El-Sappagh, Tamer AbuHmed, Samir Abdelrazek, Hazem M. El-Bakry
2020	J	`jnl`	Multi-χ: Identifying Multiple Authors from Source Code Files. Proc. Priv. Enhancing Technol. Mohammed Abuhamad, Tamer AbuHmed, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	Multimodal multitask deep learning model for Alzheimer's disease progression detection based on time series data. Neurocomputing Shaker H. Ali El-Sappagh, Tamer AbuHmed, S. M. Riazul Islam, Kyung Sup Kwak
2020	J	`jnl`	Performance Analysis and Constellation Design for the Parallel Quadrature Spatial Modulation. Entropy Manar Mohaisen, Tasnim Holoubi, Tamer AbuHmed
2019	J	`jnl`	Code authorship identification using convolutional neural networks. Future Gener. Comput. Syst. Mohammed Abuhamad, Ji-su Rhim, Tamer AbuHmed, Sana Ullah, Sanggil Kang, DaeHun Nyang
2018	A*	`conf`	Large-Scale and Language-Oblivious Code Authorship Identification. CCS Mohammed Abuhamad, Tamer AbuHmed, Aziz Mohaisen, DaeHun Nyang
2017	J	`jnl`	A Fuzzy Ontology and SVM-Based Web Content Classification System. IEEE Access Farman Ali, Pervez Khan, Kashif Riaz, Daehan Kwak, Tamer AbuHmed, Daeyoung Park, Kyung Sup Kwak
2015	J	`jnl`	UOIT Keyboard: A Constructive Keyboard for Small Touchscreen Devices. IEEE Trans. Hum. Mach. Syst. Tamer AbuHmed, KyungHee Lee, DaeHun Nyang
2012	—	`conf`	Collaboration in social network-based information dissemination. ICC Abedelaziz Mohaisen, Tamer AbuHmed, Ting Zhu, Manar Mohaisen
2011	J	`jnl`	A Software-Based Group Attestation for Wireless Sensor Networks. Ad Hoc Sens. Wirel. Networks Tamer AbuHmed, Jeonil Kang, DaeHun Nyang, KyungHee Lee
2011	—	`conf`	Mistaking friends for foes: an analysis of a social network-based Sybil defense in mobile networks. ICUIMC Abedelaziz Mohaisen, Tamer AbuHmed, Hun Jeong Kang, Yongdae Kim, DaeHun Nyang
2009	B	`conf`	Software-Based Remote Code Attestation in Wireless Sensor Network. GLOBECOM Tamer AbuHmed, Nandinbold Nyamaa, DaeHun Nyang
2008	J	`jnl`	A Survey on Deep Packet Inspection for Intrusion Detection Systems CoRR Tamer AbuHmed, Abedelaziz Mohaisen, DaeHun Nyang
2008	J	`jnl`	Two-level Key Pool Design-based Random Key Pre-distribution in Wireless Sensor Networks. KSII Trans. Internet Inf. Syst. Abedelaziz Mohaisen, DaeHun Nyang, Tamer AbuHmed