1 citations · 1 across the 3 of their papers we have counts for
4 papers
InferNet: Exploiting Aggregate GPU Profiles as Side-Channel for DNN Architecture Inference
Raja Hasnain Anwar, Jonah O'Brien Weiss, Tiago Alves +1
Deep Neural Networks (DNNs) have become ubiquitous for their ability to solve problems across various domains, including computer vision, natural language processing, and speech re…
Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning
Jonah O'Brien Weiss, Tiago Alves, Sandip Kundu
The prevalence and success of Deep Neural Network (DNN) applications in recent years have motivated research on DNN compression, such as pruning and quantization. These techniques…
Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation
Rui R. Mello Junior, Leandro S. Araujo, Tiago A. O. Alves +3
With the increase of the search for computational models where the expression of parallelism occurs naturally, some paradigms arise as options for the next generation of computers.…
Couillard: Parallel Programming via Coarse-Grained Data-Flow Compilation
Leandro A. J. Marzulo, Tiago A. O. Alves, Felipe M. G. França +1
Data-flow is a natural approach to parallelism. However, describing dependencies and control between fine-grained data-flow tasks can be complex and present unwanted overheads. TAL…