Mohammad Mamun

39 papers B 2C 5Journal 22Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FUSTT: Forecasting Using Spatio-Temporal Transformers for Predicting Marine Stressors of Blue-Carbon Ecosystems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chinmay Kapoor, Bhan Singh, Navneet Kaur Popli, Mohammad Mamun
2026	J	`jnl`	Preserving data and model privacy during inference and training. Expert Syst. Appl. William Briguglio, Issa Traoré, Mohammad Mamun, Waleed A. Yousef, Sherif Saad
2025	J	`jnl`	A Federated Learning Framework for Enhanced Data Security and Cyber Intrusion Detection in Distributed Network of Underwater Drones. IEEE Access Mansahaj Singh Popli, Rudra Pratap Singh, Navneet Kaur Popli, Mohammad Mamun
2025	—	`conf`	Adaptive Ensemble Defense: Mitigating NLP Adversarial Attacks with Data-Augmented Voting Mechanisms. ICISSP (2) Amira Abdelbaky, Sherif Saad, Mohammad Mamun
2025	—	`conf`	An Alternative Approach to Federated Learning for Model Security and Data Privacy. ICISSP (1) William Briguglio, Waleed A. Yousef, Issa Traoré, Mohammad Mamun, Sherif Saad
2025	J	`jnl`	AutoML in Cybersecurity: An Empirical Study. CoRR Sherif Saad, Kevin Shi, Mohammad Mamun, Haytham Elmiligi
2025	J	`jnl`	Bitcoin Cross-Chain Bridge: A Taxonomy and Its Promise in Artificial Intelligence of Things. CoRR Guojun Tang, Carylyne Chan, Ning Nan, Spencer Yang, Jiayu Zhou, Henry Leung, Mohammad Mamun, Steve Drew
2025	J	`jnl`	Enhancing Underwater Network Security: ML-Based Detection and Prediction of DDoS Attacks in IoUT Networks. IEEE Access Min Gu Kim, Qingze Luo, Rudra Pratap Singh, Navneet Kaur Popli, Mohammad Mamun
2025	—	`conf`	HybridMTD: Enhancing Robustness Against Adversarial Attacks with Ensemble Neural Networks and Moving Target Defense. ICISSP (2) Kimia Tahayori, Sherif Saad, Mohammad Mamun, Saeed Samet
2025	J	`jnl`	LMDG: Advancing Lateral Movement Detection Through High-Fidelity Dataset Generation. CoRR Anas Mabrouk, Mohamed Hatem, Mohammad Mamun, Sherif Saad
2025	—	`conf`	Lightweight and Robust Federated Data Valuation. ICDM (Workshops) Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025	J	`jnl`	Lightweight and Robust Federated Data Valuation. CoRR Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025	J	`jnl`	Synthetic GPS Data Generation and AI Detection Response for Spoofing on Maritime Autonomous Surface Ships. IEEE Access Ines Agrebi, Navneet Kaur Popli, Mohammad Mamun
2025	B	`conf`	Synthetic Lateral Movement Data Generation for Azure Cloud: A Hopper-Based Approach. CANS Mohammad Mamun, Hadeer Ahmed, Anas Mabrouk, Sherif Saad
2025	C	`conf`	Thoth: A Lightweight Framework for End-to-End Consumer IoT Rapid Testing. ICSOFT Salma Roshdy Aly, Sherif Saad, Mohammad Mamun
2025	—	`conf`	Towards Efficient and Privacy-Preserving Data Sharing Scheme for Aging in Place. ICC Zhuliang Jia, Jinkun Gui, Rongxing Lu, Mohammad Mamun
2024	—	`conf`	An Efficient Edge-Based Privacy-Preserving Range Aggregation Scheme for Aging in Place System. ADIoT Zhuliang Jia, Jinkun Gui, Rongxing Lu, Mohammad Mamun
2024	—	`conf`	Drone Anomaly Detection: Dataset and Unsupervised Machine Learning. FPS (1) Zhuo Chen, Issa Traoré, Mohammad Mamun, Sherif Saad
2024	J	`jnl`	Effect of Text Augmentation and Adversarial Training on Fake News Detection. IEEE Trans. Comput. Soc. Syst. Hadeer Ahmed, Issa Traoré, Sherif Saad, Mohammad Mamun
2024	J	`jnl`	Federated Supervised Principal Component Analysis. IEEE Trans. Inf. Forensics Secur. William Briguglio, Waleed A. Yousef, Issa Traoré, Mohammad Mamun
2024	—	`conf`	Influence Detection in Agetech on Social Platforms Using Machine Learning and Classifier Calibration. SocialSec Noel Khaemba, Issa Traoré, Mohammad Mamun
2024	J	`jnl`	WeightedSim: privacy-preserving weighted similarity query over encrypted healthcare data. Int. J. Appl. Cryptogr. Guojun Tang, Rongxing Lu, Mohammad Mamun
2023	J	`jnl`	A Framework for Synthetic Agetech Attack Data Generation. J. Cybersecur. Priv. Noel Khaemba, Issa Traoré, Mohammad Mamun
2023	C	`conf`	A Lightweight Mutual Authentication Scheme with Fault Tolerance in Smart Elderly Care System. ICCC Songnian Zhang, Zeming Zhou, Jinkun Gui, Rongxing Lu, Mohammad Mamun
2023	C	`conf`	An Efficient Dynamic Key Management Scheme for IoT Devices in Aging in Place Systems. ICCC Vishnu Prasanth Vikraman Pillai, Zeming Zhou, Songnian Zhang, Rongxing Lu, Mohammad Mamun
2023	C	`conf`	Detecting BrakTooth Attacks. SECRYPT Achyuth Nandikotkur, Issa Traoré, Mohammad Mamun
2023	J	`jnl`	Ensemble Siamese Network (ESN) Using ECG Signals for Human Authentication in Smart Healthcare System. Sensors Mehdi Hazratifard, Vibhav Agrawal, Fayez Gebali, Haytham Elmiligi, Mohammad Mamun
2023	J	`jnl`	SeniorSentry: Correlation and Mutual Information-Based Contextual Anomaly Detection for Aging in Place. Sensors Achyuth Nandikotkur, Issa Traoré, Mohammad Mamun
2023	J	`jnl`	TapTree: Process-Tree Based Host Behavior Modeling and Threat Detection Framework via Sequential Pattern Mining. CoRR Mohammad Mamun, Scott Buffett
2023	—	`conf`	Trustworthy Decentralized Last-Mile Delivery Framework Using Blockchain. ICSBT Ala' Alqaisi, Sherif Saad, Mohammad Mamun
2022	C	`conf`	TapTree: Process-Tree Based Host Behavior Modeling and Threat Detection Framework via Sequential Pattern Mining. ICICS Mohammad Mamun, Scott Buffett
2022	J	`jnl`	Using Machine Learning for Dynamic Authentication in Telehealth: A Tutorial. Sensors Mehdi Hazratifard, Fayez Gebali, Mohammad Mamun
2021	J	`jnl`	Automated detection of unstructured context-dependent sensitive information using deep learning. Internet Things Hadeer Ahmed, Issa Traoré, Sherif Saad, Mohammad Mamun
2021	—	`conf`	Chaos Engineering For Understanding Consensus Algorithms Performance in Permissioned Blockchains. DASC/PiCom/CBDCom/CyberSciTech Shiv Sondhi, Sherif Saad, Kevin Shi, Mohammad Mamun, Issa Traoré
2021	J	`jnl`	Chaos Engineering For Understanding Consensus Algorithms Performance in Permissioned Blockchains. CoRR Shiv Sondhi, Sherif Saad, Kevin Shi, Mohammad Mamun, Issa Traoré
2021	B	`conf`	DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning. TrustCom Mohammad Mamun, Kevin Shi
2021	J	`jnl`	DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning. CoRR Mohammad Mamun, Kevin Shi
2021	J	`jnl`	Machine Learning in Precision Medicine to Preserve Privacy via Encryption. CoRR William Briguglio, Parisa Moghaddam, Waleed A. Yousef, Issa Traoré, Mohammad Mamun
2021	J	`jnl`	Machine learning in precision medicine to preserve privacy via encryption. Pattern Recognit. Lett. William Briguglio, Parisa Moghaddam, Waleed A. Yousef, Issa Traoré, Mohammad Mamun