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llm-security-prompt-injection
llm-security-prompt-injection PublicThis project investigates the security of large language models by performing binary classification of a set of input prompts to discover malicious prompts. Several approaches have been analyzed us…
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ml-classification-malicious-network-traffic
ml-classification-malicious-network-traffic PublicThis project aims to analyze and classify a real network traffic dataset to detect malicious/benign traffic records. It compares and tunes the performance of several Machine Learning algorithms to …
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ml-clustering-intrusion-detection
ml-clustering-intrusion-detection PublicThe aim of this project is to apply unsupervised machine learning to perform intrusion analysis and detection on a network traffic dataset. The data set was first cleaned and processed, and PCA was…
Jupyter Notebook
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lstm-stock-price-prediction
lstm-stock-price-prediction PublicThis project implements a time series multivariate analysis using RNN/LSTM for stock price predictions. A deep RNN model was created and trained on five years of historical Google stock price data …
Jupyter Notebook 1
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cnn-image-classification
cnn-image-classification PublicThe objective of this project is to carry out supervised image classification on a collection of colored images. It employs a convolutional neural network design and applies data augmentation and t…
Jupyter Notebook
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sms-java-demo
sms-java-demo PublicThis project is intended to showcase my software engineering and development skills. It is a demo project but incorporates key software design and clean code principles. It represents a backend mod…
Java 1
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