mirror of
https://github.com/ArthurDanjou/artsite.git
synced 2026-01-14 15:54:13 +01:00
Arthur DANJOU
ba91408b6d
- Created index.md for personal introduction and interests. - Added languages.json to specify language proficiencies. - Developed profile.md detailing academic background, skills, and career goals. - Introduced multiple project markdown files showcasing personal and academic projects, including ArtChat, ArtHome, and various data science initiatives. - Implemented skills.json to outline technical skills and competencies. - Compiled uses.md to document hardware and software tools utilized for development and personal projects.
20 lines
998 B
Markdown
20 lines
998 B
Markdown
---
|
|
title: Hackathon CND - Machine Learning for Cybersecurity
|
|
type: Hackathon
|
|
company: Commissariat au numérique de défense (CND), French Armies ministry
|
|
companyUrl: https://www.defense.gouv.fr/cnd
|
|
location: Fort du Mont-Valérien, Suresnes, France
|
|
startDate: 2025-11
|
|
endDate: 2025-11
|
|
duration: 3 days
|
|
description: Developed a Python ML pipeline during the Dirisi hackathon to classify system logs for bug and attack detection. Implemented feature extraction and preprocessing, trained and evaluated models (tree-based and lightweight neural), tuned thresholds to favor recall, and delivered a realtime prototype with visualization and reproducible code in collaboration with CND engineers. Implemented a Streamlit application to test the classifier interactively and used an LLM to generate contextual help explaining the likely origin and indicators of detected bugs or attacks for end users.
|
|
tags:
|
|
- Python
|
|
- Machine Learning
|
|
- AI
|
|
- Cybersecurity
|
|
- Streamlit
|
|
- LLM
|
|
emoji: 🔒
|
|
---
|