AIL Framework Release: v6.7 - The Improved Search Interface.
#osint #opensource #threatintelligence #darkweb #cybersecurity
🔗 https://www.ail-project.org/blog/2026/03/12/v6.7.released/
AIL Project
@ail_project@infosec.exchange
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4.6.0-alpha.7+glitch
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Mar 12, 2026
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Dec 12, 2025
AIL v6.6 is a release with a strong focus on PDF ingestion (captured from social networks or other collection sources) and translation, crawler improvements, and operational enhancements across users, queues, and metadata handling.
This version significantly expands AIL’s document-processing and data-collection capabilities by introducing a hardened PDF ingestion pipeline where all PDFs are converted to PDF/A and stripped of embedded metadata before ingestion to remove malicious content.
It also allows users to browse content locally with Lacus and send captured pages directly to AIL as crawler data, along with associated browser cookies and local storage imported as a cookiejar for reuse by the crawler, while continuing to improve reliability, scalability, and analyst workflows.
https://www.ail-project.org/blog/2025/12/12/v6.6.released/
#cti #opensource #threatintelligence #ail #darkweb #cybersecurity #intelligence #osint
@circl
@terrtia
This version significantly expands AIL’s document-processing and data-collection capabilities by introducing a hardened PDF ingestion pipeline where all PDFs are converted to PDF/A and stripped of embedded metadata before ingestion to remove malicious content.
It also allows users to browse content locally with Lacus and send captured pages directly to AIL as crawler data, along with associated browser cookies and local storage imported as a cookiejar for reuse by the crawler, while continuing to improve reliability, scalability, and analyst workflows.
https://www.ail-project.org/blog/2025/12/12/v6.6.released/
#cti #opensource #threatintelligence #ail #darkweb #cybersecurity #intelligence #osint
@circl
@terrtia
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Sep 29, 2025
**AIL v6.5** introduces several major improvements to strengthen dark web monitoring and analysis workflows:
- **I2P Crawling Support**
The crawler now supports **I2P**, extending coverage beyond Tor and traditional web sources.
- **Enhanced Search with Description Indexing**
Search capabilities have been improved with **description indexing**, making it easier to discover and correlate relevant content across large datasets.
- **Improved Image Analysis Workflows**
Image analysis has been optimized to provide more efficient processing, categorization, and contextual enrichment of visual material.
#darkweb #cybersecurity #threatintelligence #opensource #ailproject
🔗 https://www.ail-project.org/blog/2025/09/29/v6.5.released/
@circl
- **I2P Crawling Support**
The crawler now supports **I2P**, extending coverage beyond Tor and traditional web sources.
- **Enhanced Search with Description Indexing**
Search capabilities have been improved with **description indexing**, making it easier to discover and correlate relevant content across large datasets.
- **Improved Image Analysis Workflows**
Image analysis has been optimized to provide more efficient processing, categorization, and contextual enrichment of visual material.
#darkweb #cybersecurity #threatintelligence #opensource #ailproject
🔗 https://www.ail-project.org/blog/2025/09/29/v6.5.released/
@circl
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Jul 16, 2025
We’re excited to release AIL Framework v6.3 which includes Passive SSH integration, enabling correlation of SSH keys across onion services, IPs, and domains. This helps identify shared infrastructure and supports onion deanonymization efforts. Multiple bugs were fixed and many improvements were included.
🔗 https://www.ail-project.org/blog/2025/07/16/v6.3.released/
#opensource #ail #darkweb #cybersecurity #threatintelligence #threatintel #osint
@circl
🔗 https://www.ail-project.org/blog/2025/07/16/v6.3.released/
#opensource #ail #darkweb #cybersecurity #threatintelligence #threatintel #osint
@circl
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
May 28, 2025
AIL 6.2 released - Smarter Analysis, Search and Enhanced User Experience
We’re excited to release AIL Framework v6.2, a major update with new features and improved performance. This version makes analysis easier and the overall experience faster and more user-friendly.
Among the highlights are a fully revamped search engine powered by MeiliSearch, improved language detection for short text, local AI-driven image descriptions, and a yara-hunting editor tool.
🔗 https://www.ail-project.org/blog/2025/05/28/AIL-v6.2.released/
#darkweb #threatintelligence #threatintel #cti #opensource #osint
We’re excited to release AIL Framework v6.2, a major update with new features and improved performance. This version makes analysis easier and the overall experience faster and more user-friendly.
Among the highlights are a fully revamped search engine powered by MeiliSearch, improved language detection for short text, local AI-driven image descriptions, and a yara-hunting editor tool.
🔗 https://www.ail-project.org/blog/2025/05/28/AIL-v6.2.released/
#darkweb #threatintelligence #threatintel #cti #opensource #osint
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Feb 06, 2025
AIL Project v6.1 released with new features including unsafe filter for Tor crawling, many bugs fixed and Telegram attachment analysis.
https://www.ail-project.org/blog/2025/02/06/AIL-v6.1.released/
#ail #threatintelligence #threatintel #opensource #darkweb
https://www.ail-project.org/blog/2025/02/06/AIL-v6.1.released/
#ail #threatintelligence #threatintel #opensource #darkweb
0
0
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AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
AIL Project
@ail_project@infosec.exchange
AIL Project is an open source framework to collect, crawl, dig and analyse unstructured data. The framework can be used to find information leaks, intelligence, insights and much more.
infosec.exchange
@ail_project@infosec.exchange
·
Dec 20, 2024
There is a common issue when analyzing dark web content, particularly Tor onion addresses. As a DFIR investigator or intelligence analyst, you want to avoid specific content, such as child sexual abuse material (CSAM) or other content unrelated to your digital investigation.
The open Onion Lookup online service provides continuous classification to help analysts and investigators pre-classify Tor onion addresses without requiring direct access to such content.
🔗 Onion lookup https://onion.ail-project.org/
🔗 Onion lookup OpenAPI https://onion.ail-project.org/apiman/swagger/
🔗 About AIL project https://www.ail-project.org/
🔗 MISP dark web taxonomy https://www.misp-project.org/taxonomies.html#_dark_web
#csam #threatintelligence #opensource #darkweb #tor #onion #quanticonion
@misp @circl
The open Onion Lookup online service provides continuous classification to help analysts and investigators pre-classify Tor onion addresses without requiring direct access to such content.
🔗 Onion lookup https://onion.ail-project.org/
🔗 Onion lookup OpenAPI https://onion.ail-project.org/apiman/swagger/
🔗 About AIL project https://www.ail-project.org/
🔗 MISP dark web taxonomy https://www.misp-project.org/taxonomies.html#_dark_web
#csam #threatintelligence #opensource #darkweb #tor #onion #quanticonion
@misp @circl
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