2 papers
cs.DC2026
Tempus: A Temporally Scalable Resource-Invariant GEMM Streaming Framework for Versal AI Edge
M. Grailoo, J. Núñez-Yáñez
Scaling laws for Large Language Models (LLMs) establish that model quality improves with computational scale, yet edge deployment imposes strict constraints on compute, memory, and…
cs.CR2022
Preventing Distillation-based Attacks on Neural Network IP
Mahdieh Grailoo, Zain Ul Abideen, Mairo Leier +1
Neural networks (NNs) are already deployed in hardware today, becoming valuable intellectual property (IP) as many hours are invested in their training and optimization. Therefore,…