Open-Source Intelligence - OSINT

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• Large Language Model (LLM) ... Natural Language Processing (NLP) ... Generation ... Classification ... Understanding ... Translation ... Tools & Services
• Cybersecurity ... Frameworks ... References ... Offense ... NIST ... DHS ... Screening ... Defense ... Lifecycle Integration ... Products ... Evaluating
• OSINT Framework | Justin Nordine
  • OSINT Framework GitHub
• How has open-source intelligence influenced the war in Ukraine? | The Economist
• OSINT Games...a learning-style Capture The Flag (CTF) experience
  • Games - Security
• Open-Source Intelligence (OSINT) Fundamentals | TCM Security
• Open Source Intelligence (OSINT) 101 | Ensar Seker - Medium ... non-sensitive intelligence used by analysts to answer classified, non-classified, and proprietary intelligence requirements
• The role of AI in open source intelligence | C4ISRNet
• Harnessing the Power of ChatGPT for OSINT: A Practical Guide to Your AI
• AI for OSINT- Automate Collecting & Analyzing Information
• AI + OSINT : Part One
• Why AI and OSINT Made Private Investigators' Work Easier?

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.

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:

• Digital Clues
• Alfresco Software Inc.
• Octogence Tech Solutions Pvt. Ltd.
• Maltego
• SEON
• Lampyre
• Recon-ng
• SpiderFoot
• NexVision
• Verint
• Recorded Future
• Palantir Technologies
• Cellebrite
• Dassault Systemes
• Expert.AI
• Hensoldt

Primer.ai

• Primer.ai
• Primer Delta

Using [Machine Learning (ML)]] 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 Delta Platform, a natural language document sorting and analysis tool that can sort through millions of documents in seconds. Primer Delta can “reliably extract entities, locations and topics of interest, surface hard to find insights, and generate comprehensive summaries,” and it can be deployed on local machines or on the cloud. A lighter version of Primer Delta is available on the AWS Marketplace for commercial clients with a smaller trove of documents, from 100 to 1000 files, that they can use to “explore your unstructured text data within the comfort and security of your environment without needing to enter into a contract.”