Mohammed Abuhamad

53 papers A* 1A 4Misc 1Journal 33Unranked 14

Year	Rank	Type	Title / Venue / Authors
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	J	`jnl`	SHIELD: Thwarting Code Authorship Attribution. IEEE Trans. Dependable Secur. Comput. Mohammed Abuhamad, Changhun Jung, David Mohaisen, DaeHun Nyang
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	—	`conf`	Towards Robust Federated Learning: Investigating Poisoning Attacks Under Clients Data Heterogeneity. IMCOM Abdenour Soubih, Seyyid Ahmed Lahmer, Mohammed Abuhamad, Tamer AbuHmed
2024	J	`jnl`	Detecting LGBTQ+ Instances of Cyberbullying. CoRR Muhammad Arslan, Manuel Sandoval Madrigal, Mohammed Abuhamad, Deborah L. Hall, Yasin N. Silva
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	—	`conf`	Identifying Cyberbullying Roles in Social Media. ASONAM (3) Manuel Sandoval, Mohammed Abuhamad, Patrick Furman, Mujtaba Nazari, Deborah L. Hall, Yasin N. Silva
2024	J	`jnl`	Identifying Cyberbullying Roles in Social Media. CoRR Manuel Sandoval, Mohammed Abuhamad, Patrick Furman, Mujtaba Nazari, Deborah L. Hall, Yasin N. Silva
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	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	—	`conf`	Identification and Analysis of the Spread of {Mis}information on Social Media. CSoNet Muhammad T. Khan, Rachel Gordon, Nimra Khan, Madeline Moran, Mohammed Abuhamad, Loretta J. Stalans, Jeffrey Huntsinger, Jennifer Forestal, Eric Chan-Tin
2023	—	`conf`	Lightweight and Effective Website Fingerprinting Over Encrypted DNS. SVCC Yong Shao, Kenneth Hernandez, Kia Yang, Eric Chan-Tin, Mohammed Abuhamad
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`	SHIELD: Thwarting Code Authorship Attribution. CoRR Mohammed Abuhamad, Changhun Jung, David Mohaisen, DaeHun Nyang
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`	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
2023	—	`conf`	WebTracker: Real Webbrowsing Behaviors. SVCC Daisy Reyes, Eno Dynowski, Taryn Chovan, John Mikos, Eric Chan-Tin, Mohammed Abuhamad, Shelia Kennison
2022	A	`conf`	Black-box and Target-specific Attack Against Interpretable Deep Learning Systems. AsiaCCS Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer AbuHmed
2022	J	`jnl`	DL-FHMC: Deep Learning-Based Fine-Grained Hierarchical Learning Approach for Robust Malware Classification. IEEE Trans. Dependable Secur. Comput. Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar, Rhongho Jang, Saeed Salem, DaeHun Nyang, David Mohaisen
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`	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	J	`jnl`	Investigating the Effect of Traffic Sampling on Machine Learning-Based Network Intrusion Detection Approaches. IEEE Access Jumabek Alikhanov, Rhongho Jang, Mohammed Abuhamad, David Mohaisen, DaeHun Nyang, Youngtae Noh
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`	ShellCore: Automating Malicious IoT Software Detection Using Shell Commands Representation. IEEE Internet Things J. Hisham Alasmary, Afsah Anwar, Ahmed Abusnaina, Abdulrahman Alabduljabbar, Mohammed Abuhamad, An Wang, DaeHun Nyang, Amro Awad, David Mohaisen
2022	J	`jnl`	WBC image classification and generative models based on convolutional neural network. BMC Medical Imaging Changhun Jung, Mohammed Abuhamad, David Mohaisen, Kyungja Han, DaeHun Nyang
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`	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	—	`conf`	Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube. WWW (Companion Volume) Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, David Mohaisen
2021	J	`jnl`	Hate, Obscenity, and Insults: Measuring the Exposure of Children to Inappropriate Comments in YouTube. CoRR Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, David Mohaisen
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`	Sensor-Based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Contemporary Survey. IEEE Internet Things J. Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	A Deep Learning-based Fine-grained Hierarchical Learning Approach for Robust Malware Classification. CoRR Ahmed Abusnaina, Mohammed Abuhamad, Hisham Alasmary, Afsah Anwar, Rhongho Jang, Saeed Salem, DaeHun Nyang, David Mohaisen
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`	An Analysis of Users Engagement on Twitter During the COVID-19 Pandemic: Topical Trends and Sentiments. CSoNet Sultan Alshamrani, Ahmed Abusnaina, Mohammed Abuhamad, Anho Lee, DaeHun Nyang, David Mohaisen
2020	Misc	`conf`	Insights into Attacks' Progression: Prediction of Spatio-Temporal Behavior of DDoS Attacks. WISA Ahmed Abusnaina, Mohammed Abuhamad, DaeHun Nyang, Songqing Chen, An Wang, David Mohaisen
2020	—	`conf`	Investigating Online Toxicity in Users Interactions with the Mainstream Media Channels on YouTube. CIKM (Workshops) Sultan Alshamrani, Mohammed Abuhamad, Ahmed Abusnaina, David Mohaisen
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`	Sensor-based Continuous Authentication of Smartphones' Users Using Behavioral Biometrics: A Survey. CoRR Mohammed Abuhamad, Ahmed Abusnaina, DaeHun Nyang, David Mohaisen
2020	A	`conf`	Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers. ICDCS Hisham Alasmary, Ahmed Abusnaina, Rhongho Jang, Mohammed Abuhamad, Afsah Anwar, DaeHun Nyang, David Mohaisen
2020	J	`jnl`	Understanding the Proxy Ecosystem: A Comparative Analysis of Residential and Open Proxies on the Internet. IEEE Access Jinchun Choi, Mohammed Abuhamad, Ahmed Abusnaina, Afsah Anwar, Sultan Alshamrani, Jeman Park, DaeHun Nyang, David Mohaisen
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
2019	—	`conf`	Subgraph-Based Adversarial Examples Against Graph-Based IoT Malware Detection Systems. CSoNet Ahmed Abusnaina, Hisham Alasmary, Mohammed Abuhamad, Saeed Salem, DaeHun Nyang, Aziz Mohaisen
2019	J	`jnl`	W-Net: A CNN-based Architecture for White Blood Cells Image Classification. CoRR Changhun Jung, Mohammed Abuhamad, Jumabek Alikhanov, Aziz Mohaisen, Kyungja Han, DaeHun Nyang
2018	A*	`conf`	Large-Scale and Language-Oblivious Code Authorship Identification. CCS Mohammed Abuhamad, Tamer AbuHmed, Aziz Mohaisen, DaeHun Nyang
2013	J	`jnl`	Event-Driven Business Intelligence Approach for Real-Time Integration of Technical and fundamental Analysis in Forex Market. J. Comput. Sci. Mohammed Abuhamad, Masnizah Mohd, Juhana Salim