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https://github.com/tymefighter/rumourspread
Information Theoretic Adversarial Approach to Rumour Spread
https://github.com/tymefighter/rumourspread
Last synced: 5 days ago
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Information Theoretic Adversarial Approach to Rumour Spread
- Host: GitHub
- URL: https://github.com/tymefighter/rumourspread
- Owner: tymefighter
- Created: 2021-05-13T15:07:54.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-05-27T05:50:46.000Z (over 3 years ago)
- Last Synced: 2024-10-12T22:09:45.863Z (about 1 month ago)
- Language: Python
- Homepage:
- Size: 25.2 MB
- Stars: 0
- Watchers: 2
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Information Theoretic Adversarial Approach to Rumour Spread
This repository contains simulation code for the experiments
described in our paper, [rumour spread](rumour_spread.pdf).
## Installation
The necessary installation instructions are provided in [INSTALL.md](INSTALL.md).
## Running the Simulation
The simulation file is [simulation.py](simulation.py), it can be run using
a python interpretor. There are many command line arguments or flags which can
be passed to this file.
### Help
One can pass the `-h` flag as a command line argument while running this file
to get information about all the arguments that this file supports.
```
python simulate.py -h
```
### A set of example uses are shown below:
1. Running the Original Model without Adversary
```
python simulate.py -o -g
```
2. Running the Original Model with parameters
```
python simulate.py -o -cons 0.5 -conf 4.5 -numadv 10
```
3. Running the Directed Graph Model with Adversary
```
python simulate.py -d -ga
```
4. Running the Directed Graph Model with Adversary
```
python simulate.py --directed --general-adversary
```
5. Running the Node and Edge Information Computation
```
python simulate.py --information -cons 1 -conf 3 -numadv 10
```
## Directories
- The experiments concerning the original rumour spread model are
present in the `OriginalModel` directory of this repository.
- The experiments concerning our modified (directed graph) version
of the model are present in the `DirectedGraph` directory of
this repository.
- The experiments concerning the measurement of the node and edge
entropies at steady-state are present in the `NodeAndEdgeInformation`
directory of this repository.
- The documents relevant to our experimentation are provided in
the `Documents` directory of this repository.
- A faster experimental version of the simulation algorithm is
present in the `FasterDirectedGraphExperimental` directory
of this repository.