Giovanni's starred repositories
tensorflow
An Open Source Machine Learning Framework for Everyone
social-engineer-toolkit
The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
awesome-knowledge-distillation
Awesome Knowledge Distillation
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
Fast-Pandas
Benchmark for different operations in pandas against various dataframe sizes.
restricted-boltzmann-machines
Restricted Boltzmann Machines in Python.
deep-belief-network
A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility
p5spc.saveutil
A simple save decryption, encryption and conversion utility for P5S PC
acsac22_spacephish
Repository for the paper "SpacePhish" accepted at ACSAC'22
dummy-ML_NIDS
A simple Jupyter Notebook for kickstarting ML-based projects on Network Intrusion Detection Systems
pragmaticAssessment
Repository for the EuroS&P'23 paper "SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection"
real-gradients.github.io
Website of the paper "Real Attackers Don't Compute Gradients": Bridging the Gap between Adversarial ML Research and Practice
django-rent-a-cat
Information Systems Development Project @ UniLi
DReLAB_tutorial
In this tutorial we show how to develop proficient botnet classifiers, and then how to use the DReLAB dataset to evade them.
00-Project-Y
BPMN Suite Team PACE
sac24_labeling
Repository for our SAC'24 paper
mlspace_robustness
Artifacts of the paper "Machine Learning in Space: Surveying the Robustness of on-board ML models to Radiation" accepted to the IEEE Space Computing Conference 2024