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2020 – today
- 2025
[j1]Ervin Moore, Ahmed Imteaj, Md. Zarif Hossain, Shabnam Rezapour, M. Hadi Amini:
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing. IEEE Trans. Artif. Intell. 6(8): 2110-2118 (2025)- [c12]Awal Ahmed Fime
, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid, Ahmed Imteaj:
Benchmarking Large-Language Models for Resource-Efficient Medical AI for Edge Deployment. AAAI Spring Symposia 2025: 137-142 - [c11]Awal Ahmed Fime, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid, Ahmed Imteaj:
Towards Trustworthy Autonomous Vehicles with Vision-Language Models Under Targeted and Untargeted Adversarial Attacks. CVPR Workshops 2025: 619-628 - [c10]Md. Zarif Hossain, Ahmed Imteaj:
SLADE: Shielding against Dual Exploits in Large Vision-Language Models. CVPR 2025: 24244-24254 - [i7]M. Hadi Amini, Md. Jueal Mia, Yasaman Saadati, Ahmed Imteaj, Seyedsina Nabavirazavi, Urmish Thakker, Md. Zarif Hossain, Awal Ahmed Fime, S. S. Iyengar:
Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions. CoRR abs/2503.16585 (2025) - 2024
- [c9]Md. Zarif Hossain, Ahmed Imteaj:
Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks. IEEE Big Data 2024: 6250-6259 - [c8]Md. Zarif Hossain, Ahmed Imteaj, Abdur Rahman Bin Shahid:
FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer. COMPSAC 2024: 455-462 - [c7]Saika Zaman, Sajedul Talukder, Md. Zarif Hossain, Sai Puppala, Ahmed Imteaj:
Towards Communication-Efficient Federated Learning Through Particle Swarm Optimization and Knowledge Distillation. COMPSAC 2024: 510-518 - [c6]Ahmed Imteaj, Tanveer Rahman, Saika Zaman, Md. Zarif Hossain, Abdur Rahman Bin Shahid:
Enhancing Road Safety Through Cost-Effective, Real-Time Monitoring of Driver Awareness with Resource-Constrained IoT Devices. COMPSAC 2024: 1711-1720 - [c5]Abdur Rahman Bin Shahid, Syed Mhamudul Hasan, Malithi Wanniarachchi Kankanamge, Md. Zarif Hossain, Ahmed Imteaj:
WatchOverGPT: A Framework for Real-Time Crime Detection and Response Using Wearable Camera and Large Language Model. COMPSAC 2024: 2189-2194 - [c4]Md. Zarif Hossain, Ahmed Imteaj, Abdur Rahman Bin Shahid:
FLAMINGO: Adaptive and Resilient Federated Meta-Learning against Adversarial Attacks. ICDCSW 2024: 17-22 - [c3]Ahmed Imteaj, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid:
TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. ICMLA 2024: 1474-1480 - [i6]Md. Zarif Hossain, Ahmed Imteaj:
Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Models. CoRR abs/2407.14971 (2024) - [i5]Ahmed Imteaj, Md. Zarif Hossain, Saika Zaman, Abdur Rahman Bin Shahid:
TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. CoRR abs/2409.05347 (2024) - [i4]Md. Zarif Hossain, Ahmed Imteaj:
Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks. CoRR abs/2409.07353 (2024) - [i3]Ervin Moore, Ahmed Imteaj, Md. Zarif Hossain, Shabnam Rezapour, M. Hadi Amini:
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing. CoRR abs/2412.20674 (2024) - 2023
- [c2]Md. Zarif Hossain, Ahmed Imteaj, Saika Zaman, Abdur Rahman Bin Shahid, Sajedul Talukder, M. Hadi Amini:
FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application. DSC 2023: 1-8 - [c1]Abdur Rahman Bin Shahid, Ahmed Imteaj, Shahriar Badsha, Md. Zarif Hossain:
Assessing Wearable Human Activity Recognition Systems Against Data Poisoning Attacks in Differentially-Private Federated Learning. SMARTCOMP 2023: 355-360 - [i2]Md. Zarif Hossain, Ahmed Imteaj:
FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer. CoRR abs/2305.01154 (2023) - 2022
- [i1]Fahmida Tasnim Lisa, Md. Zarif Hossain, Sharmin Naj Mou, Shahriar Ivan, Md. Hasanul Kabir:
Land Cover and Land Use Detection using Semi-Supervised Learning. CoRR abs/2212.11211 (2022)
Coauthor Index
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