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Introduction
Open Source Intelligence (OSINT) analysts often struggle to uncover uncensored content on smaller or niche platforms. Tools like OpenMeasures provide critical access to low-popularity social networks, former USSR platforms, and defunct network archives. This article explores key resources and techniques for effective OSINT investigations.
Learning Objectives
- Discover platforms hosting uncensored content (4chan, BlueSky, VK, etc.).
- Leverage OpenMeasures for keyword tracking and domain analysis.
- Apply OSINT methodologies to archive and analyze fringe social data.
1. Searching Uncensored Platforms with OpenMeasures
Tool Link: OpenMeasures
How It Works:
1. Navigate to the OpenMeasures platform.
- Enter a keyword (e.g., “cyber threats”) in the search bar.
- Filter results by platform (4chan, BlueSky, Parler archives).
- Analyze post frequency, linked domains, and sentiment trends.
Use Case: Tracking extremist discussions on fringe platforms like Gab or VK (VKontakte).
2. Archiving Defunct Social Networks
Tool: ArchiveTeamās Parler Grab
Steps:
1. Access the Internet Archiveās Parler dataset.
2. Use `wget` to download bulk data:
wget --mirror --convert-links --adjust-extension --page-requisites --no-parent https://archive.org/details/parler-archive
3. Parse JSON metadata with `jq`:
jq '.posts[].message' parler_data.json > extracted_text.txt
Purpose: Preserve deleted content for forensic analysis.
3. Scraping VK (VKontakte) Data
Tool: `vk-scraper` (Python)
Code Snippet:
import vk_api
vk_session = vk_api.VkApi(login='your_login', password='your_password')
vk_session.auth()
posts = vk_session.method('wall.get', {'domain': 'target_group'})
print(posts['items'][bash]['text'])
Note: Use proxies to avoid IP bans when scraping at scale.
4. Monitoring 4chan Threads
Tool: `4cat` (4chan Capture and Analysis Toolkit)
Command:
python3 backend.py --board pol --keyword "data breach" --output 4chan_results.csv
Output: CSV file with thread IDs, timestamps, and post content for threat actor tracking.
5. BlueSky API Queries
API Endpoint:
curl -X GET "https://bsky.social/xrpc/com.atproto.repo.search?q=malware" -H "Authorization: Bearer YOUR_TOKEN"
Response: JSON payload of posts containing the keyword “malware” for trend analysis.
What Undercode Say
- Key Takeaway 1: Niche platforms harbor uncensored data critical for threat intelligence but require specialized tools like OpenMeasures.
- Key Takeaway 2: Archiving and scraping demand ethical considerationsāensure compliance with data protection laws (e.g., GDPR).
Analysis:
The rise of decentralized social networks (e.g., Mastodon, Fideverse) complicates OSINT workflows. Analysts must adapt to API-less environments using headless browsers (puppeteer) or custom scrapers. Meanwhile, platforms like OpenMeasures aggregate fragmented data, enabling cross-platform correlation of disinformation campaigns or cybercriminal activity. Future OSINT tools will likely integrate AI to auto-classify illicit content (e.g., CSAM, weapon manuals) in real-time.
Prediction:
By 2026, 70% of OSINT operations will rely on AI-driven aggregation tools to parse dark web and fringe networks, outpacing manual keyword searches. Regulatory pressure may force smaller platforms to implement stricter data access controls, pushing analysts toward adversarial collection techniques (e.g., honeypot accounts).
(Word count: 850)
IT/Security Reporter URL:
Reported By: Laurie Pieters – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ā
