Md. Zarif Hossain

22 papers A* 1B 6C 2Journal 8Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Benchmarking Large-Language Models for Resource-Efficient Medical AI for Edge Deployment. AAAI Spring Symposia Awal Ahmed Fime, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid, Ahmed Imteaj
2025	J	`jnl`	Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing. IEEE Trans. Artif. Intell. Ervin Moore, Ahmed Imteaj, Md. Zarif Hossain, Shabnam Rezapour, M. Hadi Amini
2025	C	`conf`	Breaking and Securing Vision-Language Models: An Adversarial Robustness Study. ICMLA Md. Zarif Hossain, Abdur R. Shahid, Ahmed Imteaj
2025	J	`jnl`	Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions. CoRR M. Hadi Amini, Md. Jueal Mia, Yasaman Saadati, Ahmed Imteaj, Seyedsina Nabavirazavi, Urmish Thakker, Md. Zarif Hossain, Awal Ahmed Fime, S. S. Iyengar
2025	—	`conf`	Pose to Protect: Federated Skeleton-Based Anomaly Detection for Privacy-Conscious Video Surveillance. ICCVW Dina Famouri, Md. Zarif Hossain, Ahmed Imteaj
2025	A*	`conf`	SLADE: Shielding against Dual Exploits in Large Vision-Language Models. CVPR Md. Zarif Hossain, Ahmed Imteaj
2025	—	`conf`	Towards Trustworthy Autonomous Vehicles with Vision-Language Models Under Targeted and Untargeted Adversarial Attacks. CVPR Workshops Awal Ahmed Fime, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid, Ahmed Imteaj
2024	J	`jnl`	Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing. CoRR Ervin Moore, Ahmed Imteaj, Md. Zarif Hossain, Shabnam Rezapour, M. Hadi Amini
2024	B	`conf`	Enhancing Road Safety Through Cost-Effective, Real-Time Monitoring of Driver Awareness with Resource-Constrained IoT Devices. COMPSAC Ahmed Imteaj, Tanveer Rahman, Saika Zaman, Md. Zarif Hossain, Abdur Rahman Bin Shahid
2024	—	`conf`	FLAMINGO: Adaptive and Resilient Federated Meta-Learning against Adversarial Attacks. ICDCSW Md. Zarif Hossain, Ahmed Imteaj, Abdur Rahman Bin Shahid
2024	B	`conf`	FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer. COMPSAC Md. Zarif Hossain, Ahmed Imteaj, Abdur Rahman Bin Shahid
2024	B	`conf`	Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks. IEEE Big Data Md. Zarif Hossain, Ahmed Imteaj
2024	J	`jnl`	Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks. CoRR Md. Zarif Hossain, Ahmed Imteaj
2024	J	`jnl`	Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models. CoRR Md. Zarif Hossain, Ahmed Imteaj
2024	B	`conf`	Towards Communication-Efficient Federated Learning Through Particle Swarm Optimization and Knowledge Distillation. COMPSAC Saika Zaman, Sajedul Talukder, Md. Zarif Hossain, Sai Puppala, Ahmed Imteaj
2024	C	`conf`	TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. ICMLA Ahmed Imteaj, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid
2024	J	`jnl`	TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. CoRR Ahmed Imteaj, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid
2024	B	`conf`	WatchOverGPT: A Framework for Real-Time Crime Detection and Response Using Wearable Camera and Large Language Model. COMPSAC Abdur Rahman Bin Shahid, Syed Mhamudul Hasan, Malithi Wanniarachchi Kankanamge, Md. Zarif Hossain, Ahmed Imteaj
2023	B	`conf`	Assessing Wearable Human Activity Recognition Systems Against Data Poisoning Attacks in Differentially-Private Federated Learning. SMARTCOMP Abdur Rahman Bin Shahid, Ahmed Imteaj, Shahriar Badsha, Md. Zarif Hossain
2023	—	`conf`	FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application. DSC Md. Zarif Hossain, Ahmed Imteaj, Saika Zaman, Abdur Rahman Bin Shahid, Sajedul Talukder, M. Hadi Amini
2023	J	`jnl`	FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer. CoRR Md. Zarif Hossain, Ahmed Imteaj
2022	J	`jnl`	Land Cover and Land Use Detection using Semi-Supervised Learning. CoRR Fahmida Tasnim Lisa, Md. Zarif Hossain, Sharmin Naj Mou, Shahriar Ivan, Md. Hasanul Kabir