ARMOR-IMC: Adaptive Resource Mapping for Operational Robustness Via Secure In-Memory Computing

The massive data-movement overhead in traditional architectures has led to the adoption of In-Memory Computing IMC for energy-efficient Deep Neural Network DNN processing. By leveraging emerging devices like Spin-Orbit Torque Magnetic Tunnel Junctions SOT-MTJs, IMC bypasses the "memory wall" and...

DARTH-PUM: A Hybrid Processing-Using-Memory Architecture

Analog processing-using-memory PUM; a.k.a. in-memory computing makes use of electrical interactions inside memory arrays to perform bulk matrix-vector multiplication MVM operations. However, many popular matrix-based kernels need to execute non-MVM operations, which analog PUM cannot directly...

Apache Spark Injection Vulnerability

Apache Spark, a large-scale data processing engine from the Apache Foundation that supports acyclic data streaming and in-memory computing, is vulnerable to injection. An attacker could exploit this vulnerability to execute arbitrary JavaScript code in a user's web browser...