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Nicolas Enciso's Projects

aes-crypto-algorithm icon aes-crypto-algorithm

A Python implementation of AES algorithm through a library, encrypting a image in a bit array

cyberattack_detector_ml icon cyberattack_detector_ml

In development work on detection of cyberattacks from pcap files with 80 fratures extracted, using SVM, Bayes, Logreg and rand forest algorithms. Currently with an 95% of accurary. Further work in feature extraction will be added.

des-crypto-algorithm icon des-crypto-algorithm

A Python implementation of DES algorithm to encrypt an image, and later, decrypt it using special libraries and changing the target image to bit array

dian-rut icon dian-rut

Este script automatiza la consulta de cédulas para saber si tienen RUT

hill-crypto-algorithm icon hill-crypto-algorithm

Implementation of the Hill algorithm to encrypt messages through a matrix, using elements of linear algebra, that the inverse of a matrix is unique. This is an original implementation without the use of libraries or any kind of imports.

learninghtml icon learninghtml

This repository is to learn basics of HTML, in which there will be very basic examples

machine-learning-sleep-profiling icon machine-learning-sleep-profiling

A project to get the best amount of hours to sleep, according to some variables like age, gender, interests and so on, using data based collect from real people in format csv, to later analize that with two machine learning technics: cluestering and k-means, avoiding noise data and getting very good aproximates to your profile to get a recomendate sleep hours based on data of people who have already find their best amount of hours according with your profile.

metricsjava icon metricsjava

Using ANTLR4 for grammar analysis, take some measures to display metrics about static code in Java

ml-classifier-bayes-svm-cybersecurity icon ml-classifier-bayes-svm-cybersecurity

ML classifier with SVM, bayes , logistic reg and random forest, for a dataset from Spanich Council for cybersecurity (http://www.isi.csic.es/dataset/), performing classification, with different configurations of data.

naive-bayes-classifier icon naive-bayes-classifier

A machine learning implementation of naive bayes to classifie URLs if there is an attack or normal. This project uses PCA reduction of dimensaionality too. Attacks include CRLF, XSS, SQL injection. Made in python and sklearn.

one-time-pad-crypto-algorithm icon one-time-pad-crypto-algorithm

This is an original implementation of the one time pad algorithm in Python, to review the concept behind this algorithm, this is the only crypto system 100% secure if the key is used only one time

parallel-and-distributed-computing icon parallel-and-distributed-computing

Works for parallelization using POSIX from Linux, OpenMP and CUDA from NVIDIA to accelerate and increase the speed up of any parallelizable program

pcahttp icon pcahttp

PCA applied to a dataset with http headers, taking the url to later extract from it 8 characteristics based on common patterns of XSS, SQL injection and CRLF attacks. The data is transform with PCA to get a 2 dimensional data graphic which shows clusters of attacks.

scrapernews icon scrapernews

Scraper of News web sites with Python, based on minTIC Platzi course

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