Name: Nicolas Dutly
Type: User
Company: ETH Zürich, System Security Group
Bio: PhD student interested in system security, confidential computing and LLM-related security. Previously worked in cybsec consulting.
Location: Zürich
Nicolas Dutly's Projects
Tuning PID parameters using a particle swarm algorithm
Project Repository for our Kaggle team (CIL21)
Dockerized version of the Character Region Awareness for Text Detection (CRAFT)
Python Framework for Reproducible Deep Learning Experiments. Includes modified runners to work for the pixelwise classification task of the Bsc Thesis
COM-506 presentation of Vanhoef and Ronen's Dragonblood paper
A unified ensemble framework for PyTorch to easily improve the performance and robustness of your deep learning model.
A Distributed particle swarm optimization (PSO) implementation in erlang
JWT Authorization in Flask
A collection of projects that try to visualize genetic algorithms (using processing 3). First projects will be based on/inspired by the example found in the book "The nature of Code"
ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction
Intel SGX Linux* Driver
Mutual Information Neural Estimation in Pytorch
Investigating the performance benefits of zeroth order methods in the context of adversarial training
Printed and handwritten text segmentation using fully convolutional networks and CRF post-processing
An object-oriented implementation of a neural network in Java, used to improve color detection of E-puck robots
transcibe speech to text, auto-detecting the input language
A port of the tensorflow-lite for microcontrollers framework to Intel's SGX Framework. Designed to simplify research of privacy preserving machine learning in the context of trusted execution environments (TEEs).
Dockerized text to speech
Dockerized version of the popular textract tool
raw text file translation
tf-trusted allows you to run TensorFlow models in secure enclaves
Visual representations of various pathfinding algorithms using processing 3
Dockerized text recognition
Development docker images for the printed-hw-seg repo