fingerprintjs2 - Modern & flexible browser fingerprinting library

•    Javascript

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Modern & flexible browser fingerprinting library

detection identification fingerprint browser fingerprinting privacy

chromaprint - C library for generating audio fingerprints used by AcoustID

•    C++

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Chromaprint is an audio fingerprint library developed for the AcoustID project. It's designed to identify near-identical audio and the fingerprints it generates are as compact as possible to achieve that. It's not a general purpose audio fingerprinting solution. It trades precision and robustness for search performance. The target use cases are full audio file identifcation, duplicate audio file detection and long audio stream monitoring. This will build Chromaprint as a shared library and also include the fpcalc utility (which is used by MusicBrainz Picard, for example). For this to work, you will need to have the FFmpeg libraries installed.

tls-fingerprinting - TLS Fingerprinting

•    C

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FingerprinTLS: TLS session detection on the wire or PCAP and subsequent fingerprint detetion / creation. Fingerprintout: Export to other formats such as Suricata/Snort rules, ANSI C Structs, "clean" output and xkeyscore (ok, it's regex). NOTE: Because of a lack of flexibility in the suricata/snort rules language, this is currently less accurate than using FingerprinTLS to detect fingerprints and so may require tuning.

clientjs - Device information and digital fingerprinting written in pure JavaScript.

•    Javascript

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Device information and digital fingerprinting written in pure JavaScript. ClientJS is a JavaScript library that makes digital fingerprinting easy, while also exposing all the browser data-points used in generating fingerprints.

browser fingerprint client info pure

hassh - HASSH is a network fingerprinting standard which can be used to identify specific Client and Server SSH implementations

•    Python

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"HASSH" is a network fingerprinting standard which can be used to identify specific Client and Server SSH implementations. The fingerprints can be easily stored, searched and shared in the form of an MD5 fingerprint. "hassh" and "hasshServer" are MD5 hashes constructed from a specific set of algorithms that are supported by various SSH Client and Server Applications. These algorithms are exchanged after the initial TCP three-way handshake as clear-text packets known as "SSH_MSG_KEXINIT" messages, and are an integral part of the setup of the final encrypted SSH channel. The existence and ordering of these algorithms is unique enough such that it can be used as a fingerprint to help identify the underlying Client and Server application or unique implementation, regardless of higher level ostensible identifiers such as "Client" or "Server" strings.

MISP - MISP (core software) - Open Source Threat Intelligence Platform (formely known as Malware Information Sharing Platform)

•    PHP

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MISP, is an open source software solution for collecting, storing, distributing and sharing cyber security indicators and threat about cyber security incidents analysis and malware analysis. MISP is designed by and for incident analysts, security and ICT professionals or malware reverser to support their day-to-day operations to share structured informations efficiently. The objective of MISP is to foster the sharing of structured information within the security community and abroad. MISP provides functionalities to support the exchange of information but also the consumption of the information by Network Intrusion Detection System (NIDS), LIDS but also log analysis tools, SIEMs.

misp threat-sharing threat-hunting threatintel malware-analysis stix information-exchange fraud-management tip security cti cybersecurity fraud-detection fraud-prevention threat-analysis information-security information-sharing threat-intelligence threat-intelligence-platform intelligence

eFinger - A FingerPrint Matching System

•    C++

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languages - c++, VC++, Matlab. Platform - Win32 Software Description - Fingerprint Identification and Verification. Major Obstacles - Enhancing the prints and making the detection rotation invariant. Major Features - Fast synthesis of fingerprints an

jFooID

•    Java

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This library is a Java port from the libFooID audio fingerprinting library created by Gian-Carlo Pascutto. The fingerprint captures how the audio is perceived by an audience so it can e.g. be used in a database to retrieve metatags of a track.

Pyod - A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

•    Python

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Important Notes: PyOD contains some neural network based models, e.g., AutoEncoders, which are implemented in keras. However, PyOD would NOT install keras and tensorflow automatically. This would reduce the risk of damaging your local installations. You are responsible for installing keras and tensorflow if you want to use neural net based models. An instruction is provided here. Anomaly detection resources, e.g., courses, books, papers and videos.

outlier-detection anomaly-detection outlier-ensembles outliers anomaly machine-learning data-mining unsupervised-learning python2 python3 fraud-detection autoencoder neural-networks deep-learning

chameleon - Browser fingerprinting protection for everybody.

•    Javascript

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Browser fingerprinting protection for everybody. Chameleon is a Chrome privacy extension that 🌟 detects fingerprinting-like activity, and ✨ protects against fingerprinting, currently by making Chrome look like Tor Browser.

privacy chrome-extension browser-fingerprinting

Free FingerPrint Imaging Software

•    C

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Fingerprint Imaging Software -- fingerprint pattern classification, minutae detection, Wavelet Scalar Quantization(wsq) compression, ANSI/NIST-ITL 1-2000 reference implementation, baseline and lossless jpeg, image utilities, math and MLP neural net libs

AnomalyDetection - Anomaly Detection with R

•    R

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AnomalyDetection is an open-source R package to detect anomalies which is robust, from a statistical standpoint, in the presence of seasonality and an underlying trend. The AnomalyDetection package can be used in wide variety of contexts. For example, detecting anomalies in system metrics after a new software release, user engagement post an A/B test, or for problems in econometrics, financial engineering, political and social sciences.

anomaly-detection fraud-detection statistics

external-protocol-flooding - Scheme flooding vulnerability: how it works and why it is a threat to anonymous browsing

•    TypeScript

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The source code of the demo for external protocol flooding vulnerability. Allows arbitrary websites to gather information about installed applications on a victim's computer in order to perform reliable tracking across different desktop browsers. This repository is created for research and educational purposes only. Consider reading the original article about research.

security privacy exploit identification vulnerability fingerprinting browser-fingerprinting

Snort - Network Intrusion Prevention and Detection System

•    C

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Snort is an open source network intrusion prevention and detection system (IDS/IPS) developed by Sourcefire. Snort can perform protocol analysis and content searching/matching. It can be used to detect a variety of attacks and probes, such as buffer overflows, stealth port scans, CGI attacks, SMB probes, OS fingerprinting attempts, and much more.

intrusion-detection intrusion-prevention network attack port-scanner packet-capture

Deeplearning4J - Neural Net Platform in Java and Scala

•    Java

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Deeplearning4J is an open source, distributed neural net library written in Java and Scala. It integrates with Hadoop and Spark and runs on several backends that enable use of CPUs and GPUs. It provides versatile n-dimensional array class for Java and Scala.

deep-learning neural-network numerical scientific artificial-intelligence

astronomer - A tool to detect illegitimate stars from bot accounts on GitHub projects

•    Go

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Astronomer is a tool that fetches data from every GitHub user who starred a common repository and computes how likely it is that those users are real humans. The goal of Astronomer is to detect illegitimate GitHub stars from bot accounts, which could be used to artificially increase the popularity of an open source project. It comes together with Astrolab, a server which collects trust reports generated by Astronomer, and generates GitHub badges to let you prove your community's authenticity.

github bot-detection fraud-detection github-api open-source

WhatWaf - Detect and bypass web application firewalls and protection systems

•    Python

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WhatWaf is an advanced firewall detection tool who's goal is to give you the idea of "There's a WAF?". WhatWaf works by detecting a firewall on a web application, and attempting to detect a bypass (or two) for said firewall, on the specified target.

firewall detection waf web-application fingerprinting bypass web-application-firewall web-application-firewall-bypassing

dejavu - Audio fingerprinting and recognition in Python

•    Python

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Dejavu can memorize audio by listening to it once and fingerprinting it. Then by playing a song and recording microphone input, Dejavu attempts to match the audio against the fingerprints held in the database, returning the song being played. Note that for voice recognition, Dejavu is not the right tool! Dejavu excels at recognition of exact signals with reasonable amounts of noise.

privacybadger - Privacy Badger is a browser extension that automatically learns to block invisible trackers

•    Javascript

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Privacy Badger is a browser extension that automatically learns to block invisible trackers. Instead of keeping lists of what to block, Privacy Badger learns by watching which domains appear to be tracking you as you browse the Web. Privacy Badger sends the Do Not Track signal with your browsing. If trackers ignore your wishes, your Badger will learn to block them. Privacy Badger starts blocking once it sees the same tracker on three different websites.

privacy webextension tracking cookies fingerprinting browser-fingerprinting chrome-extension firefox-extension

FingerprintManager - A small library to handle Android fingerprint API.

•    Kotlin

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A small library to handle Android fingerprint APIs. This library offers an easy way to handle authorisation and encryption tasks using Android Fingerprint APIs. It's based on Android fingerprint dialog sample made by Google: https://github.com/googlesamples/android-FingerprintDialog.

android-library fingerprint-authentication fingerprint encryption fingerprint-api kotlin-android kotlin kotlin-library kotlin-language