6 citations · 7 across the 4 of their papers we have counts for
10 papers
Unit-Aware Differentially Private Quantum Machine Learning for Clinical and Wearable Health Data
Md Khalid Syfullah, Alvi Ataur Khalil
Clinical registries and wearable sensors support early health-risk assessment, yet models trained on these records may leak sensitive information when released. Differential privac…
Can Quantum Layers offer Performance and Security Advantages in Vision-Language Models?
Md Khalid Syfullah, Alvi Ataur Khalil
As quantum computing moves from the noisy intermediate-scale quantum (NISQ) era toward early fault-tolerant quantum computing (EFTQC), quantum-enhanced AI is shifting from a concep…
RAG-NAROK: Retrieval-Aware Knowledge Corpus Poisoning in RAG with Source-specific Refutation
Abdullahil Kafi, Alvi Ataur Khalil
Retrieval augmented generation (RAG) systems have emerged as the dominant architecture for grounding large language model (LLM) outputs in verifiable external knowledge, yet their…
LLM-Based Schema-Aware Split Learning for Privacy-Preserving Mental Distress Prediction Across Heterogeneous Surveys
Md Khalid Syfullah, Alvi Ataur Khalil
Rising societal and lifestyle complexity has been linked to a growing prevalence of mental distress worldwide. Educational institutions, workplaces, clinics, etc. collect large vol…
Don't Send What You Don't Need: Question-Guided Token Pruning as a Privacy Defense for Vision-Language Models
Md Khalid Syfullah, Alvi Ataur Khalil
Visual Question Answering (VQA) with Vision-Language Models (VLMs) is increasingly used in privacy-sensitive and bandwidth-constrained settings. Federated Learning (FL), Split Lear…
USPLIT-VQA: U-Shaped Split Learning for Visual Question Answering with Contribution-Aware Weighted Aggregation
Md Khalid Syfullah, Alvi Ataur Khalil
Visual Question Answering (VQA) systems, jointly interpreting images and natural language queries, hold significant promise across many domains, yet the privacy-sensitive nature of…
CURE: Enabling RF Energy Harvesting using Cell-Free Massive MIMO UAVs Assisted by RIS
Alvi Ataur Khalil, Mohamed Y. Selim, Mohammad Ashiqur Rahman
The ever-evolving internet of things (IoT) has led to the growth of numerous wireless sensors, communicating through the internet infrastructure. When designing a network using the…
A Literature Review on Blockchain-enabled Security and Operation of Cyber-Physical Systems
Alvi Ataur Khalil, Javier Franco, Imtiaz Parvez +2
Blockchain has become a key technology in a plethora of application domains owing to its decentralized public nature. The cyber-physical systems (CPS) is one of the prominent appli…
A Novel Framework for Threat Analysis of Machine Learning-based Smart Healthcare Systems
Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Md Hasan Shahriar +2
Smart healthcare systems (SHSs) are providing fast and efficient disease treatment leveraging wireless body sensor networks (WBSNs) and implantable medical devices (IMDs)-based int…
Efficient UAV Trajectory-Planning using Economic Reinforcement Learning
Alvi Ataur Khalil, Alexander J Byrne, Mohammad Ashiqur Rahman +1
Advances in unmanned aerial vehicle (UAV) design have opened up applications as varied as surveillance, firefighting, cellular networks, and delivery applications. Additionally, du…