Difference between revisions of "Open-Source Intelligence - OSINT"

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* <b>Hootsuite Analytics</b>: This tool allows you to track performance data from every social network in one place, with easy-to-understand reports. You can measure metrics like reach, followers, engagement, clicks, and conversions. You can also compare results across multiple networks and create custom reports based on your KPIs.
 
* <b>Hootsuite Analytics</b>: This tool allows you to track performance data from every social network in one place, with easy-to-understand reports. You can measure metrics like reach, followers, engagement, clicks, and conversions. You can also compare results across multiple networks and create custom reports based on your KPIs.
 
* <b>BuzzSumo</b>: This tool helps you discover the most engaging content and influencers on social media. You can analyze topics, keywords, domains, and authors to see what resonates with your audience. You can also monitor mentions, trends, and competitors to stay ahead of the curve.
 
* <b>BuzzSumo</b>: This tool helps you discover the most engaging content and influencers on social media. You can analyze topics, keywords, domains, and authors to see what resonates with your audience. You can also monitor mentions, trends, and competitors to stay ahead of the curve.
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* <b>Google Analytics**¹: This tool is a cloud-based web analytics service that delivers different tools to optimize digital marketing. You can use it to track social media traffic, conversions, and campaigns. You can also integrate it with other Google products like Ads, Search Console, and Data Studio.
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* <b>Google Analytics</b>: This tool is a cloud-based web analytics service that delivers different tools to optimize digital marketing. You can use it to track social media traffic, conversions, and campaigns. You can also integrate it with other Google products like Ads, Search Console, and Data Studio.
 
* <b>Keyhole</b>: This tool is a hashtag analytics and social media monitoring platform. You can use it to track keywords, hashtags, accounts, and URLs across Twitter, Instagram, Facebook, YouTube, and TikTok. You can also measure sentiment, engagement, reach, impressions, and share of voice.
 
* <b>Keyhole</b>: This tool is a hashtag analytics and social media monitoring platform. You can use it to track keywords, hashtags, accounts, and URLs across Twitter, Instagram, Facebook, YouTube, and TikTok. You can also measure sentiment, engagement, reach, impressions, and share of voice.
 
* <b>quintly</b>: This tool is a social media analytics and benchmarking platform. You can use it to analyze your own and your competitors' performance on Facebook, Twitter, Instagram, LinkedIn, YouTube, Pinterest, and Snapchat. You can also create custom dashboards and reports with over 400 metrics.
 
* <b>quintly</b>: This tool is a social media analytics and benchmarking platform. You can use it to analyze your own and your competitors' performance on Facebook, Twitter, Instagram, LinkedIn, YouTube, Pinterest, and Snapchat. You can also create custom dashboards and reports with over 400 metrics.

Revision as of 08:01, 30 June 2023

YouTube ... Quora ...Google search ...Google News ...Bing News

Open Source Intelligence (OSINT) is the collection, analysis, and dissemination of information that is publicly available and legally accessible. It is used by organizations such as governments, businesses, and non-governmental organizations. OSINT operations use advanced techniques to search through visible data to find information that many don’t realize is public. OSINT differs from other types of intelligence gathering in several ways, OSINT:

  • is focused on publicly available and legally obtainable information, whereas other forms of intelligence gathering may involve confidential or classified sources.
  • uses various sources, including social media, news articles, public records, and government reports. In contrast, other forms of intelligence gathering may focus on a specific source type, such as human, signals, imagery, or geospatial.
  • is accessible and affordable to anyone with an internet connection and some basic skills, whereas other forms of intelligence gathering may require specialized equipment, training, or authorization.
  • is dynamic and diverse, as it reflects the changing and heterogeneous nature of the open source environment. However, this also means that OSINT may be inaccurate, incomplete, or unreliable, as it depends on the quality and credibility of the sources. Therefore, OSINT needs to be verified and validated with other forms of intelligence or evidence.

AI can be used to turn the challenge of large data volumes into an advantage and ultimately create a symbiotic relationship with OSINT. AI, machine learning and automation tools are able to scan massive amounts of data and conversations, proficiently identifying connections and risks that warrant further investigation. AI has dramatically increased the volume of data that can be analyzed in real-time. Today’s AI-enabled platforms empower intelligence analysts to leverage OSINT as the foundation that can help uncover hidden threats, corroborate classified reporting, and pinpoint the targets that warrant resource-intensive, traditional intelligence gathering.


The most common OSINT resources are as follows;

  • Metadata search
  • Search Engines
  • Social Media
  • Online Communities
  • Email Addresses
  • Usernames
  • People Search Engines
  • Telephone Numbers
  • Online Maps
  • Code search
  • Documents
  • Images
  • Videos
  • Domain Names
  • IP Addresses
  • Government & Business Records
  • Virtual Currencies
  • Advanced Linux Tools
  • Geospatial Research
  • Data Breaches & Leaks


Open-Source Intelligence (OSINT) in 5 Hours - Full Course - Learn OSINT!
This course focuses on Open Source Intelligence (OSINT) tactics and techniques designed to help you improve your investigative game.

OSINT: You can't hide // Your privacy is dead // Best resources to get started
You cannot hide. Your privacy is over. Want to learn OSINT? Want to learn how easy it is to find information online? Time to learn Open Source Intelligence from the best. - OSINT Curious

Companies using AI for OSINT

Several companies are using AI for OSINT. Here are some of them:

  • Cellebrite ... provides digital intelligence solutions for law enforcement, military, intelligence, and enterprise customers. It enables users to extract, decode, and analyze data from various digital sources, including mobile devices, cloud services, computers, and IoT devices.
  • Cobwebs Technologies ... provides mission-critical AI-powered OSINT solutions for law enforcement, government, financial institutions, and corporations. It enables users to search and analyze the web's big data using machine learning algorithms, and generate real-time intelligence reports.
  • Dassault Systemes ... provides 3D design, engineering, simulation, and data intelligence solutions for various industries. It enables users to create and manage digital twins of products, processes, and systems, and leverage AI to optimize performance and innovation.
  • Digital Clues ... provides AI-powered OSINT solutions for law enforcement and intelligence agencies. It enables users to collect, analyze, and visualize data from various online sources, including social media, dark web, blogs, forums, and news sites.
  • ESPY ... provides AI-powered OSINT solutions for security and crisis management. It enables users to automate the process of collecting, analyzing, and synthesizing information from various open sources, such as web scraping, geolocation, sentiment analysis, and image recognition.
  • Expert.AI ... provides natural language understanding solutions for various industries and applications. It enables users to extract insights and knowledge from unstructured text data using AI and natural language processing techniques.
  • Hensoldt ... provides sensor solutions for defense and security applications. It enables users to collect, process, and analyze data from various sources, such as radar, optical, electronic warfare, and cyber systems.
  • Lampyre ... provides a platform for conducting OSINT investigations. It enables users to collect data from various sources using queries or scripts, analyze data using filters or graphs, and export data in various formats.
  • Maltego ... provides a visual tool for conducting OSINT investigations. It enables users to gather data from various sources using transforms or integrations, analyze data using link analysis or clustering techniques, and share data using reports or collaboration features.
  • NexVision ... provides vision solutions and optronic systems for various applications, such as defense, security, cinema, and industry. It specializes in electronic reference design, especially in complex vision processing systems. It uses AI and computer vision to extract insights and metadata from video data, such as object detection, activity recognition, and scene understanding
  • Recon-ng ... provides a modular framework for conducting OSINT investigations. It enables users to gather data from various sources using built-in or custom modules, store data in a local database, and visualize data using interactive reports.
  • Signifyd ... provides fraud protection and chargeback prevention solutions for e-commerce businesses. It enables users to leverage AI and machine learning to analyze customer behavior, transaction data, and network intelligence to detect and prevent fraud.
  • Verint ... provides customer engagement and cyber intelligence solutions for various sectors and organizations. It enables users to use AI and analytics to optimize customer interactions, enhance workforce performance, and protect from cyber threats.
  • Voxel51 ... provides video analytics solutions for various industries and applications. It enables users to use AI and computer vision to extract insights and metadata from video data, such as object detection, activity recognition, and scene understanding.


Primer.ai

Using Machine Learning (ML), computer vision and Natural Language Processing (NLP) transformers focused on software for DoD/IC customers with real-time news and social media insights, situational reporting, intelligence gathering, and faction analysis. Lists its customers: U.S. Air Force, Army, and U.S. Special Operations Command, and Fortune 500 companies. - Military contractor Primer announces $69M to build AI for ‘those who support and defend our democracy’ | Carl Franzen - VentureBeat

Some of Primer.ai services include:

  • Threat Detection: Early detection of kinetic and cyber threats from social and news media to improve response time
  • Strategic Analysis: Structuring messy data for exploration to reduce time to insight
  • Semantic Search: Securely and fluently search, summarize, and explore data at scale with greater precision

Primer Command - By leveraging high-scale streaming data, you can detect kinetic and cyber threats up to several hours earlier than traditional methods and respond quickly. Primer Command is a real-time threat detection tool that analyzes tens of thousands of sources in 100 languages, including news and social media. With Primer Command, teams can monitor, respond, and maintain situational awareness of fast-breaking global events, such as kinetic and cyber threats. Primer Command can:

  • detect and summarize the "Who, What, When, Where, and Why" of every scenario, providing contextual intelligence and actionable insights.
  • generate situation reports that can be downloaded, edited, and shared, saving time and facilitating collaboration.
  • perform location-based searches and computer vision capabilities, such as identifying faces, objects, logos, and text in images.
  • filter and flag items of importance, and delegate responsibilities among team members.
  • integrate with Large Language Model (LLM).
  • operate in a secure and compliant manner, respecting data privacy and sovereignty.



Tools for Analyzing Social Media

Some of the most popular and recommended tools:

  • Hootsuite Analytics: This tool allows you to track performance data from every social network in one place, with easy-to-understand reports. You can measure metrics like reach, followers, engagement, clicks, and conversions. You can also compare results across multiple networks and create custom reports based on your KPIs.
  • BuzzSumo: This tool helps you discover the most engaging content and influencers on social media. You can analyze topics, keywords, domains, and authors to see what resonates with your audience. You can also monitor mentions, trends, and competitors to stay ahead of the curve.
  • Google Analytics: This tool is a cloud-based web analytics service that delivers different tools to optimize digital marketing. You can use it to track social media traffic, conversions, and campaigns. You can also integrate it with other Google products like Ads, Search Console, and Data Studio.
  • Keyhole: This tool is a hashtag analytics and social media monitoring platform. You can use it to track keywords, hashtags, accounts, and URLs across Twitter, Instagram, Facebook, YouTube, and TikTok. You can also measure sentiment, engagement, reach, impressions, and share of voice.
  • quintly: This tool is a social media analytics and benchmarking platform. You can use it to analyze your own and your competitors' performance on Facebook, Twitter, Instagram, LinkedIn, YouTube, Pinterest, and Snapchat. You can also create custom dashboards and reports with over 400 metrics.
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