3 papers
cs.LG2026
ArrythML: An Autoencoder-Based TinyML Approach for On-Device Arrhythmia Detection on Resource-Constrained Embedded Systems
Nagarajan S, Kurian Polachan
Our work presents a method for ECG segmentation and arrhythmia detection using Tiny Machine Learning (TinyML) models for real-time, on-device inference on resource-constrained embe…
cs.CR2025
ioPUF+: A PUF Based on I/O Pull-Up/Down Resistors for Secret Key Generation in IoT Nodes
Dilli Babu Porlapothula, Pralay Chakrabarty, Ananya Lakshmi Ravi +1
In this work, we present ioPUF+, which incorporates a novel Physical Unclonable Function (PUF) that generates unique fingerprints for Integrated Circuits (ICs) and the IoT nodes en…
cs.CR2025
Attack on a PUF-based Secure Binary Neural Network
Bijeet Basak, Nupur Patil, Kurian Polachan +1
Binarized Neural Networks (BNNs) deployed on memristive crossbar arrays provide energy-efficient solutions for edge computing but are susceptible to physical attacks due to memrist…