Search Results for "data analysis" - Page 2
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Showing 71 open source projects for "data analysis"
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1
Instaloader
Download pictures (or videos) along with their captions
...The tool supports both public and permitted private content when proper authentication is provided, making it useful for research, digital archiving, and social media analysis. Instaloader can be run as a simple command-line tool or used programmatically through its Python module, offering flexibility for automation workflows. It includes smart update mechanisms that resume interrupted downloads and fetch only new media to maintain efficient archives. The project is widely adopted by investigators and analysts who need structured Instagram data collection. ... -
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Live-Forensicator
A suite of Tools to aid Incidence Response and Live Forensics
...The output bundles are often compatible with other forensic parsers and workflows, which helps teams move from initial triage to deep-dive forensic analysis without re-running collection tasks. -
3
linkedin2username
Generate probable usernames from LinkedIn company employee lists
...This process helps security researchers, penetration testers, and investigators perform reconnaissance by building potential username lists for further security testing or OSINT analysis. Unlike tools that rely on official APIs, linkedin2username operates as a pure web scraper and therefore does not require API keys. The script uses Selenium to automate browser interactions and perform searches within LinkedIn to gather employee data. -
4
XRAY
XRay for recon, mapping and OSINT gathering from public networks
XRAY is a modular security toolset that helps developers and security professionals analyze, fuzz, and test web applications, protocols, and network services for vulnerabilities. It provides a framework for writing and executing inspection modules that can parse structured data (JSON, XML, HTML), traverse graphs of endpoints, and perform intelligent probing guided by discovered surface area. XRay is typically used as a reconnaissance and vulnerability discovery engine in red-team or... -
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5
phantomcollect
Advanced web data collection and device fingerprinting framework
PhantomCollect is an advanced educational web data collection framework built for ethical cybersecurity research and privacy analysis. It runs a local web server that collects general technical data from visitors — such as IP, geolocation (with consent), device specs, browser info, network status, and battery level — and displays results in real time through the terminal interface. -
6
OnionSearch
Search multiple Tor .onion engines at once and collect hidden links.
OnionSearch is a Python-based command-line tool designed to collect and aggregate links from multiple search engines on the Tor network. The script works by scraping results from a variety of .onion search services, allowing users to perform a single query while gathering results from many sources at once. This approach helps researchers and investigators locate hidden services more efficiently without manually querying each individual search engine. It is primarily intended for educational... -
7
nodejsscan
nodejsscan is a static security code scanner for Node.js applications
Static security code scanner (SAST) for Node.js applications powered by libsast and semgrep. nodejsscan is a static security code scanner for Node.js applications. -
8
SocialPwned
OSINT tool to collect emails from social networks and find leaks
...Once emails are discovered, SocialPwned searches for leaked credentials using breach databases like PwnDB and Dehashed to determine whether those accounts have appeared in data leaks. SocialPwned also integrates with GHunt to retrieve additional public information related to Google accounts linked to the discovered emails. By combining social media intelligence with breach data analysis, SocialPwned helps investigators identify reused passwords and patterns that may indicate potential security weaknesses. -
9
BloodHound Legacy
Six Degrees of Domain Admin
BloodHound Legacy is the deprecated open‑source version of the BloodHound Active Directory attack path analysis tool. It uses graph theory to model and visualize privileged relationships in AD, Entra ID, and Azure environments. Security professionals use it to enumerate domain privilege escalation paths, misconfigurations, and attack surfaces in corporate networks -
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10
Pentest-Tools
A collection of custom security tools for quick needs.
Pentest-Tools is a collection of penetration testing scripts and utilities designed to help security professionals and ethical hackers perform vulnerability assessments. It includes a wide range of tools for tasks like web scraping, reconnaissance, data extraction, and network analysis. The suite is modular, allowing users to choose the tools that best fit their specific pentesting needs, from web application analysis to network penetration testing. -
11
Shennina
Automating Host Exploitation with AI
Shennina is an automated host exploitation framework. The mission of the project is to fully automate the scanning, vulnerability scanning/analysis, and exploitation using Artificial Intelligence. Shennina is integrated with Metasploit and Nmap for performing the attacks, as well as being integrated with an in-house Command-and-Control Server for exfiltrating data from compromised machines automatically. Shennina scans a set of input targets for available network services, uses its AI engine to identify recommended exploits for the attacks, and then attempts to test and attack the targets. ... -
12
OneForAll
OneForAll is a powerful subdomain collection tool
...Built in Python, it aggregates results from numerous DNS, certificate transparency, search engine, and threat intelligence sources to uncover hidden subdomains. The tool is particularly notable for incorporating many Chinese data sources that are often missed by Western-focused recon tools, increasing discovery coverage. It supports brute-force subdomain discovery, recursive scanning, and takeover detection to help identify potential attack surfaces. OneForAll also performs validation and enrichment of discovered domains, producing structured outputs for further analysis. ... -
13
RedELK
Red Team's SIEM - tool for Red Teams used for tracking and alarming
RedELK is a tracking and monitoring tool for Red Teams, providing insights into engagements and supporting real-time situational awareness for offensive operations. -
14
wholeaked
Tool that embeds identifiers in files to trace leak sources
wholeaked is an open source file distribution and tracking tool designed to help identify the source of leaked files. It works by generating unique versions of a file for each recipient and embedding identifying signatures or metadata into each distributed copy. If the file later appears in an unauthorized location, the embedded identifier can be analyzed to determine which recipient originally received that specific version. This approach allows organizations, researchers, or individuals to... -
15
CloudMapper
CloudMapper analyzes your Amazon Web Services (AWS) environments
CloudMapper helps you analyze your Amazon Web Services (AWS) environments. The original purpose was to generate network diagrams and display them in your browser (functionality no longer maintained). It now contains much more functionality, including auditing for security issues. If you want to add your own private commands, you can create a private_commands directory and add them there. You must have AWS credentials configured that can be used by the CLI with reading permissions for the... -
16
HostHunter
OSINT reconnaissance tool for discovering hostnames from IP addresses
HostHunter is an open source reconnaissance tool designed to discover and extract hostnames associated with a large set of IPv4 or IPv6 addresses. It helps security professionals map IP addresses to virtual hostnames using a combination of OSINT data sources and active reconnaissance techniques. This approach enables users to identify hidden or additional services that may be hosted behind a single IP address. By correlating hostname information from certificates, APIs, HTTP headers, and... -
17
Trape
OSINT tool for tracking users and analyzing browser data online
Trape is an open source OSINT analysis and research tool designed to track and analyze users on the internet in real time. The project focuses on demonstrating how web browsers can reveal sensitive information about users while interacting with websites and online services. It provides researchers, security professionals, and organizations with a platform for studying how attackers could gather intelligence through social engineering techniques. -
18
Fav-up
Look up IP addresses using favicon hashes via Shodan
...Results can be printed to the console or exported into structured formats such as CSV or JSON for further analysis and reporting. -
19
Security Datasets
Re-play Security Events
Security‑Datasets is a community-driven repository maintained by the Open Threat Research Forge (OTRF) that curates publicly available malicious and benign datasets for threat-hunting, machine learning, event analysis, and cybersecurity research. Datasets include Windows events, logs, alerts, and simulated attack data to support detection engineering and academic research. -
20
Gitrob
Scans GitHub repositories for potentially sensitive files
Gitrob is an open source reconnaissance tool designed to identify potentially sensitive files that have been committed to public GitHub repositories. It helps security professionals, researchers, and organizations detect accidental data exposure by scanning repositories associated with specific GitHub users or organizations. The tool works by cloning repositories and analyzing their commit history to search for files that match predefined signatures of sensitive data. These signatures are... -
21
__Alien Cipher
A bespoke symmetric cipher.
...This code demo uses a 256bit rolling hash table (8x8bytes) at its heart to mix together pre-defined parameters in a way that allows the cipher to produce encoded output that is locked to a key of arbitrary length without padding. Based upon some random data points the cipher produces encoded output that is non-deterministic in nature, the same key and message will never produce the same output each time it's run. The cipher attempts to render output that is resistant to several types of analysis although this has yet to be proven. Please note that I make no claims to this being safe. ... -
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SWF Investigator
Adobe SWF Investigator enables full analysis of SWF applications.
Adobe SWF Investigator is a cross-platform, GUI-based, comprehensive set of tools, which enables quality engineers, developers and security researchers to quickly analyze SWF files to improve the quality and security of their applications. From a static perspective, you can disassemble ActionScript 2 (AS2) and ActionScript 3 (AS3) SWFs, view SWF tags and make binary changes to SWF files. SWF Investigator also lets you view associated information, including local shared objects (LSOs) and... -
23
AlienVault OSSIM
Open Source SIEM
OSSIM, AlienVault’s Open Source Security Information and Event Management (SIEM) product, provides event collection, normalization and correlation. For more advanced functionality, AlienVault Unified Security Management (USM) builds on OSSIM with these additional capabilities: * Log management * Advanced threat detection with a continuously updated library of pre-built correlation rules * Actionable threat intelligence updates from AlienVault Labs Security Research Team * Rich... -
24
Echo Mirage
Hook into application processes and monitor network interactions
...Echo Mirage aids in thorough security analysis by allowing testers to identify potential weaknesses and simulate attacks on application communication. -
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A 100% pure Java Swing ASN.1 analysis utility for inspecting arbitrary BER-encoded data files. It allows inspection of data with unknown structure, can drill down to any nesting level and allows to interpret embedded OCTET STRING data recursively.
