5 papers
LLM-Enhanced Wearables for Comprehensible Health Guidance in LMICs
Mohammad Shaharyar Ahsan, Areeba Shahzad Shaikh, Maham Zahid +4
Personal health monitoring via IoT in LMICs is limited by affordability, low digital literacy, and limited health data comprehension. We present Guardian Angel, a low-cost, screenl…
Kissan-Dost: Bridging the Last Mile in Smallholder Precision Agriculture with Conversational IoT
Muhammad Saad Ali, Daanish U. Khan, Laiba Intizar Ahmad +4
We present Kissan-Dost, a multilingual, sensor-grounded conversational system that turns live on-farm measurements and weather into plain-language guidance delivered over WhatsApp…
CheckMate: LLM-Powered Approximate Intermittent Computing
Abdur-Rahman Ibrahim Sayyid-Ali, Abdul Rafay, Muhammad Abdullah Soomro +2
Batteryless IoT systems face energy constraints exacerbated by checkpointing overhead. Approximate computing offers solutions but demands manual expertise, limiting scalability. Th…
Glitch in Time: Exploiting Temporal Misalignment of IMU For Eavesdropping
Ahmed Najeeb, Abdul Rafay, Naveed Anwar Bhatti +1
The increasing use of voice assistants and related applications has raised significant concerns about the security of Inertial Measurement Units (IMUs) in smartphones. These device…
Approxify: Automating Energy-Accuracy Trade-offs in Batteryless IoT Devices
Muhammad Abdullah Soomro, Naveed Anwar Bhatti, Muhammad Hamad Alizai
Batteryless IoT devices, powered by energy harvesting, face significant challenges in maintaining operational efficiency and reliability due to intermittent power availability. Tra…