benfords-law

Python implementation of Benford's Law tests.

benfordslaw is about the frequency distribution of leading digits.

Benford law helps in detecting the irregularity in a set of numbers. It can be used to detect fraud in image forensics(detecting whether the image is real or fake) or it can also be used to analyze inning scores of a cricketer(predicting whether that cricketer was involved in match-fixing or not).

Automated Forensic Accounting & Financial Fraud Detection Engine native in Excel. Built-in Benford's Law, duplicate payment scanning, Z-score analysis, and threshold evasion detection. 100% offline, privacy-first audit tool for internal auditors and CFOs.

Official repository for the paper "On the use of Benford's law to detect GAN-generated images", ICPR2020

This project focuses on detecting a specific form of image forgery known as a copy-move attack, in which a portion of an image is copied and pasted elsewhere.

📈 Trying to figure out if coronavirus cases and deaths behave similarly to benford's law

CLI toolkit for statistical laws (Benford, Pareto, Zipf) for fraud and anomaly detection

Experiment with Benford's Law to find data anomalies in number lists and images (Windows, macOS, Linux, .NET 8.0, x64, Arm64, Apple Silicon)

A framework for Benford's Law conformity assessment.

An experiment to demonstrate the biases and predictability of our world.

Benford's law, also known as the Newcomb–Benford law, the law of anomalous numbers, or the first-digit law, is an observation that in many real-life sets of numerical data..

Analysis Taiwan 2020 presidential election by using Benford's law 用班佛定律分析台灣2020選舉

A java program that tests Benford's Law based on a Data file(assuming you already took the leading digits out of the values). I will leave my data file in the repo for reference.

Experiment with Benford's Law to find data anomalies in number lists and images (Windows, macOS, Linux, .NET 8.0, x64, Arm64, Apple Silicon)

Research based around a simple yet fascinating repetitive piecewise function.

The Wirecard scandal is considered one of the largest financial scandals of the decade, which caused losses of several billion euros. This analysis examines the digit structure of Wirecard's financial figures in the period from 2005 to 2019 by analyzing the conformity with the expected frequency distributions according to Benford's law. The resu…

The Benford's Law Video Analysis project is a Python tool that leverages Benford's Law to differentiate between original and AI-generated videos. The script extracts frames from a video, analyzes the first digits of pixel values in these frames, and creates histograms to visualize digit occurrences.

[📊] Statistical analysis of over one million lines of death toll data released by countries around the globe. We then applied our algorithm and compared it to the curve of Benford's Law to detect under-reporting and false death data.