Cinofix
He is an Assistant Professor at the University of Genoa, Italy. (MSc 2019, PhD 2023)
University of Genoa
Pinned Repositories
Afternotes
Afternotes for the attended courses at Ca' Foscari University, master in Data Management and Analytics.
analisi-e-rappresentazione-dati
AuxiLearn
Implementation of Auxiliary Learning by Implicit Differentiation
backdoor_learning_curves
Source code implementation for paper: Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions
graph-kernel-manifold-learning
Assignment for the course of Artificial Intelligence: Knowledge Representation and Planning
latex-scientific-templates
Collection of latex templates used for my master's thesis, presentations and assignment reports.
poisoning-clustering
An adversarial black-box threat model for poisoning clustering algorithms.
sigma-zero-adversarial-attack
spam-filter
Spam filtering using SVM and Naive Bayes classifiers
sponge_poisoning_energy_latency_attack
Source code for the Energy-Latency Attacks via Sponge Poisoning paper.
Cinofix's Repositories
Cinofix/Afternotes
Afternotes for the attended courses at Ca' Foscari University, master in Data Management and Analytics.
Cinofix/latex-scientific-templates
Collection of latex templates used for my master's thesis, presentations and assignment reports.
Cinofix/sponge_poisoning_energy_latency_attack
Source code for the Energy-Latency Attacks via Sponge Poisoning paper.
Cinofix/sigma-zero-adversarial-attack
Cinofix/poisoning-clustering
An adversarial black-box threat model for poisoning clustering algorithms.
Cinofix/graph-kernel-manifold-learning
Assignment for the course of Artificial Intelligence: Knowledge Representation and Planning
Cinofix/backdoor_learning_curves
Source code implementation for paper: Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions
Cinofix/spam-filter
Spam filtering using SVM and Naive Bayes classifiers
Cinofix/analisi-e-rappresentazione-dati
Cinofix/AuxiLearn
Implementation of Auxiliary Learning by Implicit Differentiation
Cinofix/beta_poisoning
Official implementation of 'The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?' [Submitted to IJCNN 2021]
Cinofix/blackbox-attack
Blackbox attacks for deep neural network models
Cinofix/cinofix.github.io
Template for Academic Wep Page
Cinofix/opencv-blackjack-counter
An OpenCV application to assist users when playing the card game “BlackJack”.
Cinofix/SudokuSolver
Sudoku solver made with Contraints Propagation and Relaxation Labelling
Cinofix/tcp-protocols-simulator
The aim of the project is to study the performance of the following TCP procolli: AIMD, RENO, TAHOE.
Cinofix/badnets-pytorch
Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
Cinofix/blackbox
A Python module for parallel optimization of expensive black-box functions
Cinofix/business-analytics
Cinofix/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Cinofix/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Cinofix/implicit-hyper-opt
Cinofix/limited-blackbox-attacks
Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
Cinofix/mithridates
Measure and Boost Backdoor Robustness
Cinofix/opencv-car-speed
Analyze the performance of a target car by using opencv features.
Cinofix/pytorch-adversarial-examples-training-articles
PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.
Cinofix/pytorch-beginner
pytorch tutorial for beginners
Cinofix/secml
A Python library for Secure and Explainable Machine Learning
Cinofix/Virgilio
Your new Mentor for Data Science E-Learning.
Cinofix/yabox
Yet another black-box optimization library for Python