Cinofix/beta_poisoning

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Cinofix/beta_poisoning

Cinofix

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Official implementation of 'The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers?' [Submitted to IJCNN 2021]

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.

sigma-zero-adversarial-attack

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

Jupyter Notebook

backdoor_learning_curves

Source code implementation for paper: Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions

Jupyter Notebook

spam-filter

Spam filtering using SVM and Naive Bayes classifiers

Jupyter Notebook

tcp-protocols-simulator

The aim of the project is to study the performance of the following TCP procolli: AIMD, RENO, TAHOE.

SudokuSolver

Sudoku solver made with Contraints Propagation and Relaxation Labelling

opencv-blackjack-counter

An OpenCV application to assist users when playing the card game “BlackJack”.

cinofix.github.io

Template for Academic Wep Page

analisi-e-rappresentazione-dati