29 citations · 79 across the 45 of their papers we have counts for
4 papers · 1 filter
LUNA-CIM: Lookup Table based Programmable Neural Processing in Memory
Peyman Dehghanzadeh, Baibhab Chatterjee, Swarup Bhunia
This paper presents a novel approach for performing computations using Look-Up Tables (LUTs) tailored specifically for Compute-in-Memory applications. The aim is to address the sca…
DIVAS: An LLM-based End-to-End Framework for SoC Security Analysis and Policy-based Protection
Sudipta Paria, Aritra Dasgupta, Swarup Bhunia
Securing critical assets in a bus-based System-On-Chip (SoC) is imperative to mitigate potential vulnerabilities and prevent unauthorized access, ensuring the integrity, availabili…
DiSPEL: Distributed Security Policy Enforcement for Bus-based SoC
Sudipta Paria, Swarup Bhunia
The current zero trust model adopted in System-on-Chip (SoC) design is vulnerable to various malicious entities, and modern SoC designs must incorporate various security policies t…
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning
Davide Giacomini, Maeesha Binte Hashem, Jeremiah Suarez +2
The rapid advancement of deep neural networks has significantly improved various tasks, such as image and speech recognition. However, as the complexity of these models increases,…