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ai-gametheory

This repository contains code that solves some of the games I've analyzed such as Nim, Farkle, Blackjack, Minesweeper, Sudoku, etc.

ai-security-paper

This resource mainly counts papers related to APT attacks, including APT traceability, APT knowledge graph construction, APT malicious sample detection, and APT overview. Hope these summarized papers are helpful to you~

asoa

ASOA with MOEA/D

attack-graphs

Attack graph construction and analysis

attack-graphs-1

Tool to help network administrators reason about vulnerabilities in their system. This tool generates possible sequences of exploits that might compromise the security of the system.

attack_graphs

Representation of Attack Graphs aided by networkx along with an example algorithm to run on one.

attackgraphgeneratormasterthesis

This work shows the viability of automatically generated attack graphs that are used for adversary behavior execution in industrial control system environments. This viability is evaluated and confirmed with expert interviews about results of this thesis, generated attack graphs and an implemented prototype.

bayesian-network

Probabilistic Inference on a Bayesian Network

bayesiannetwork

Variable Elimination and Markov Chain Monte Carlo algorithms on Bayesian network

bnt

Bayes Net Toolbox for Matlab

cps_bag

Bayesian Inference and Structure Learning for Bayesian Attack Graph for Cyber Physical Systems.

deceptiondefense

dobss-milp

dynamicbayesiannetworks

Code for the implementation of various methods of Non-Homogeneous Dynamic Bayesian Networks inference

ecsa

Probabilistic analysis and optimization of attack objectives in attack graph

evolutionary-games

An undergraduate thesis with simulation on evolutionary game theory

gambit

Gambit

gamemodel

attack graph

gametheory

Game Theory course assignments

gametheory-1

Simple program for Shaley Value calculation

gametheorysimulator

A simple (WIP, but already usable) Java program that lets you simulate game-theory based encounters (such as the Prisoners' Dilemma) of various strategies, in tournament modes similar to Axelrod, 1984. To create your own strategy, extend the class gamesim.GameStrategy.

ibag

Inclination based Bayesian Attack Graph

inference-in-bayesian-networks

jsbayes

Simple Bayesian Belief Network library for JavaScript.

ln-game-theory

Matlab code for the figures and the examples used in G. Bacci, L. Sanguinetti, and M. Luise, "Understanding game theory via wireless power control,' submitted to IEEE Signal Process. Mag., Oct. 2014.

moead

Implementation of moea/d algorithm

multigraph

Software component acting as a simulator and aiming to help in the deployment of novel attack graph models. It is also intended to help comparing these novel approaches with already existing designs and implementations. It has also as an objective to determine those aspects of existing models that have not been completely defined or specified by their authors and thus may need some completion before being used in lab or real attack scenarios.

nip

Dynamic Bayesian Network library

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

pydev

Python IDE for Eclipse