4 papers
Horizon-Constrained Rashomon Sets for Chaotic Forecasting
Gauri Kale, Rahul Vishwakarma, Holly Diamond +2
Predictive multiplicity and chaotic dynamics represent two fundamental challenges in machine learning that have evolved independently despite their conceptual connections. We bridg…
REDACTOR: eFPGA Redaction for DNN Accelerator Security
Yazan Baddour, Ava Hedayatipour, Amin Rezaei
With the ever-increasing integration of artificial intelligence into daily life and the growing importance of well-trained models, the security of hardware accelerators supporting…
Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors
Rahul Vishwakarma, Jinha Hwang, Soundouss Messoudi +1
Disk scrubbing is a process aimed at resolving read errors on disks by reading data from the disk. However, scrubbing the entire storage array at once can adversely impact system p…
Attacks on Continuous Chaos Communication and Remedies for Resource Limited Devices
Rahul Vishwakarma, Ravi Monani, Amin Rezaei +3
The Global Wearable market is anticipated to rise at a considerable rate in the next coming years and communication is a fundamental block in any wearable device. In communication,…