Mohammed Abuhamad

706 citations

28 papers · 408 indexed · h-index 9

Signal Processing top 5%
- Advanced Malware Detection Techniques 9
Health Informatics top 10%
Information Systems top 5%
Artificial Intelligence top 5%
- Adversarial Robustness in Machine Learning 7
- Authorship Attribution and Profiling 5
- Hate Speech and Cyberbullying Detection 4
- Anomaly Detection Techniques and Applications 4
- Explainable Artificial Intelligence (XAI) 3
- Topic Modeling 3
Computer Networks and Communications top 10%
- Network Security and Intrusion Detection 5

Co-authors: DaeHun Nyang Aziz Mohaisen Tamer Abuhmed Ahmed Abusnaina Afsah Anwar Hisham Alasmary Sana Ullah Sanggil Kang
Cited by: Signal Processing Health Informatics Information Systems
Partner nations: United States South Korea Saudi Arabia

In The Last Decade

Mohammed Abuhamad

25 papers receiving 389 citations

Peers

Countries citing papers authored by Mohammed Abuhamad

Since Specialization

Citations

This map shows the geographic impact of Mohammed Abuhamad's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mohammed Abuhamad with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mohammed Abuhamad more than expected).

Fields of papers citing papers by Mohammed Abuhamad

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mohammed Abuhamad. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mohammed Abuhamad. The network helps show where Mohammed Abuhamad may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Mohammed Abuhamad, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Mohammed Abuhamad Line = papers co-authored together Mohammed Abuhamad links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	SHIELD: Thwarting Code Authorship Attribution Mohammed Abuhamad,Changhun Jung,Aziz Mohaisen,DaeHun Nyang	2025	1
2	Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity Abdenour Soubih,Seyyid Ahmed Lahmer,Mohammed Abuhamad,Tamer Abuhmed	2025	0
3	Unmasking the Vulnerabilities of Deep Learning Models: A Multi-Dimensional Analysis of Adversarial Attacks and Defenses Firuz Juraev,Mohammed Abuhamad,Eric Chan‐Tin,George K. Thiruvathukal,Tamer Abuhmed	2024	2
4	SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems Eldor Abdukhamidov,Mohammed Abuhamad,George K. Thiruvathukal,Hyoungshick Kim,Tamer Abuhmed	2024	2
5	Prostate segmentation accuracy using synthetic MRI for high-dose-rate prostate brachytherapy treatment planning Hyejoo Kang,Alexander R. Podgorsak,Bhanu Prasad Venkatesulu,Anjali L. Saripalli,Brian Chou,Abhishek A. Solanki,Matthew M. Harkenrider,Steven M. Shea,John C. Roeske,Mohammed Abuhamad	2023	2
6	WebTracker: Real Webbrowsing Behaviors Daisy Reyes,Eno Dynowski,Taryn Chovan,John Mikos,Eric Chan‐Tin,Mohammed Abuhamad,Shelia M. Kennison	2023	0
7	Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses Eldor Abdukhamidov,Mohammed Abuhamad,Simon S. Woo,Eric Chan‐Tin,Tamer Abuhmed	2023	6
8	WBC image classification and generative models based on convolutional neural network Changhun Jung,Mohammed Abuhamad,Aziz Mohaisen,Kyungja Han,DaeHun Nyang	2022	32
9	Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic Eldor Abdukhamidov,Firuz Juraev,Mohammed Abuhamad,Shaker El–Sappagh,Tamer Abuhmed	2022	6
10	MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits Qirui Sun,Mohammed Abuhamad,Eldor Abdukhamidov,Eric Chan‐Tin,Tamer Abuhmed	2022	3
11	Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware Qirui Sun,Eldor Abdukhamidov,Tamer Abuhmed,Mohammed Abuhamad	2022	8
12	Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models Firuz Juraev,Eldor Abdukhamidov,Mohammed Abuhamad,Tamer Abuhmed	2022	2
13	DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification Ahmed Abusnaina,Mohammed Abuhamad,Hisham Alasmary,Afsah Anwar,Rhongho Jang,Saeed Salem,DaeHun Nyang,Aziz Mohaisen	2021	42
14	Investigating the Effect of Traffic Sampling on Machine Learning-Based Network Intrusion Detection Approaches Jumabek Alikhanov,Rhongho Jang,Mohammed Abuhamad,Aziz Mohaisen,DaeHun Nyang,Youngtae Noh	2021	16
15	Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers Hisham Alasmary,Ahmed Abusnaina,Rhongho Jang,Mohammed Abuhamad,Afsah Anwar,DaeHun Nyang,Aziz Mohaisen	2020	27
16	AUToSen: Deep-Learning-Based Implicit Continuous Authentication Using Smartphone Sensors Mohammed Abuhamad,Tamer Abuhmed,Aziz Mohaisen,DaeHun Nyang	2020	104
17	Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube. Sultan S. Alshamrani,Mohammed Abuhamad,Ahmed Abusnaina,Aziz Mohaisen	2020	4
18	Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Survey Mohammed Abuhamad,Ahmed Abusnaina,DaeHun Nyang,Aziz Mohaisen	2020	5
19	Data Categorization and Model Weighting Approach for Language Model Adaptation in Statistical Machine Translation Mohammed Abuhamad,Masnizah Mohd	2019	1
20	Code authorship identification using convolutional neural networks Mohammed Abuhamad,Ji-su Rhim,Tamer Abuhmed,Sana Ullah,Sanggil Kang,DaeHun Nyang	2018	38

About Mohammed Abuhamad

Mohammed Abuhamad is a scholar working on Signal Processing, Artificial Intelligence and Information Systems, having authored 28 papers that have together received 408 indexed citations. Recurring topics across this work include Advanced Malware Detection Techniques (9 papers), Adversarial Robustness in Machine Learning (7 papers), Network Security and Intrusion Detection (5 papers), Authorship Attribution and Profiling (5 papers), Hate Speech and Cyberbullying Detection (4 papers), Anomaly Detection Techniques and Applications (4 papers), Explainable Artificial Intelligence (XAI) (3 papers) and Topic Modeling (3 papers). The work is most often cited by research in Signal Processing (199 citations), Health Informatics (12 citations) and Information Systems (191 citations). Mohammed Abuhamad has collaborated with scholars based in United States, South Korea and Saudi Arabia. Frequent co-authors include DaeHun Nyang, Aziz Mohaisen, Tamer Abuhmed, Ahmed Abusnaina, Afsah Anwar, Hisham Alasmary, Sana Ullah, Sanggil Kang, Kyungja Han and Saeed Salem.

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