Antonio Emanuele Cinà's repositories
Afternotes
Afternotes for the attended courses at Ca' Foscari University, master in Data Management and Analytics.
latex-scientific-templates
Collection of latex templates used for my master's thesis, presentations and assignment reports.
sponge_poisoning_energy_latency_attack
Source code for the Energy-Latency Attacks via Sponge Poisoning paper.
poisoning-clustering
An adversarial black-box threat model for poisoning clustering algorithms.
graph-kernel-manifold-learning
Assignment for the course of Artificial Intelligence: Knowledge Representation and Planning
backdoor_learning_curves
Source code implementation for paper: Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions
spam-filter
Spam filtering using SVM and Naive Bayes classifiers
beta_poisoning
Official implementation of 'The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?' [Submitted to IJCNN 2021]
blackbox-attack
Blackbox attacks for deep neural network models
cinofix.github.io
Template for Academic Wep Page
opencv-blackjack-counter
An OpenCV application to assist users when playing the card game “BlackJack”.
SudokuSolver
Sudoku solver made with Contraints Propagation and Relaxation Labelling
tcp-protocols-simulator
The aim of the project is to study the performance of the following TCP procolli: AIMD, RENO, TAHOE.
badnets-pytorch
Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
blackbox
A Python module for parallel optimization of expensive black-box functions
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
limited-blackbox-attacks
Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
mithridates
Measure and Boost Backdoor Robustness
opencv-car-speed
Analyze the performance of a target car by using opencv features.
pytorch-adversarial-examples-training-articles
PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.
pytorch-beginner
pytorch tutorial for beginners
secml
A Python library for Secure and Explainable Machine Learning
Virgilio
Your new Mentor for Data Science E-Learning.
yabox
Yet another black-box optimization library for Python