Teaching

Web development and security

M2, CentraleSupélec, 2022

I am in charge of this module. In addition to the coordination of the module, I teach the Flash backend framework.

M1, CentraleSupélec, 2020

I am in charge of this module.

Programming in C and Rust
System programming on Unix (pipe, sockets, threads, processes, mutex)
System programming on Windows with Win32 API (winsock, threads, processus, mutex)
Evaluation on a project. The students chose their subjects. For example:
- simplified RAID 5 controller
- Linux shell
- VPN client

M2, CentraleSupélec, 2020

I teach on the following subjects:

Anomaly-based intrusion detection with machine learning and experimentation with simple models
Alert correlation (normalization, fusion, verification, analysis)

L3, INSA-Toulouse, 2018

This course presents some graph theory and their algorithms:

L3, University of Toulouse, 2015

This course aims to train the students in general artificial intelligence techniques:

Representation of problems with state diagrams
Automatic resolution with search algorithms (breadth-first search, depth-first search, iterative depth-first search, best-first, greedy search and A*)
Exploration of game tree (minimax algorithm)
Graph coloration (Welsh and Power algorithm and DSatur)
Resolution of constraint satisfaction problems (backtrack and forward checking algorithms)

M1, UPSSITECH engineering school, 2015

This course aims to train the students in machine learning techniques:

Overview of various ML techniques. Supervised learning (decision tree learning, k-nn, SVM) and unsupervised learning.
Experiments with Weka, a data mining tool
Bayesian reasoning and learning
Project on reinforcement learning: the students must develop an agent that learns to escape a maze with Q-learning.