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Introduction

FaizanBlockchain is designed to explore network of a blockchain wallet by recursively crawling through transaction history. The data is rendered as a graph to reveal major sources, sinks and suspicious connections.

Note: FaizanBlockchain only runs on Python 3.2 and above.

Usage

Let's start by crawling transaction history of a wallet

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F

Crawling multiple wallets is no different.

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F,1ETBbsHPvbydW7hGWXXKXZ3pxVh3VFoMaX

FaizanBlockchain fetches last 50 transactions from each wallet by default, but it can be tuned with -l option.

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F -l 100

FaizanBlockchain's default crawling depth is 3 i.e. it fetches the history of target wallet(s), crawls the newly found wallets and then crawls the wallets in the result again. The crawling depth can be increased or decresead with -d option.

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F -d 2

Wallets that have made just a couple of interactions with our target may not be important, Orbit can be told to crawl top N wallets at each level by using the -t option.

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F -t 20

If you want to view the collected data with a graph viewer of your choice, you can use -o option.

python3 FaizanInvestigation.py -s 1AJbsFZ64EpEfS5UAjAfcUG8pH8Jn3rn1F -o output.graphml

Support Formats

  • graphml (Supported by most graph viewers)
  • json (For raw processing)

Visualization

Once the scan is complete, the graph will automatically open in your default browser. If it doesn't open, open quark.html manually. Don't worry if your graph looks messy like the one below or worse.

graph-setup

Select the Make Clusters option to form clusters using community detection algorithm. After that, you can use Color Clusters to give different colors to each community and then use Spacify option to fix overlapping nodes & edges.

graph-fixed

The thickness of edges depends on the frequency of transactions between two wallets while the size of a node depends on both transaction frequency and the number of connections of the node.

As Orbit uses Quark to render the graph, more information about the various features and controls is available in Quark's README.

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