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cs.CR2025
Integrated Security Mechanisms for Weight Protection in Memristive Crossbar Arrays
Muhammad Faheemur Rahman, Wayne Burleson
Memristive crossbar arrays enable in-memory computing by performing parallel analog computations directly within memory, making them well-suited for machine learning, neural networ…
cs.CR2025
Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting
Aarushi Mahajan, Wayne Burleson
Radio frequency fingerprint identification (RFFI) distinguishes wireless devices by the small variations in their analog circuits, avoiding heavy cryptographic authentication. Whil…
cs.CR2023
Survey of Security Issues in Memristor-based Machine Learning Accelerators for RF Analysis
William Lillis, Max Cohen Hoffing, Wayne Burleson
We explore security aspects of a new computing paradigm that combines novel memristors and traditional Complimentary Metal Oxide Semiconductor (CMOS) to construct a highly efficien…