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Exposing the Vulnerabilities: A 16TB Database Leaked Professional Records


A 16TB MongoDB database containing 4.3 billion professional records has been leaked onto the dark web, exposing a treasure trove of sensitive information that can be exploited for malicious purposes. The breach highlights the need for robust cybersecurity measures and strict data protection policies to prevent such attacks.

  • A 16TB MongoDB database containing 4.3 billion professional records has been leaked onto the dark web, exposing sensitive information.
  • The leak contains nine distinct collections with various types of information, including intent, profiles, and company data.
  • At least three collections expose nearly two billion personal records, including names, emails, phone numbers, and social media links.
  • The breach has significant implications for cybersecurity, enabling malicious actors to automate personalized scams and large-scale AI-driven attacks.
  • Experts warn that large datasets like this are prime targets for malicious actors, simplifying social engineering and credential stuffing attacks.



  • The cybersecurity landscape has witnessed another breach of monumental proportions, with a 16TB database containing an astonishing 4.3 billion professional records leaking onto the dark web. The unsecured MongoDB database, discovered by researchers Bob Diachenko and nexos.ai on November 23, 2025, was secured mere days later due to alerts from concerned experts. The unprecedented leak has sent shockwaves through the cybersecurity community, with concerns escalating over the potential for large-scale AI-driven social-engineering attacks.

    The leaked dataset comprises nine distinct collections, each containing a specific type of information. These collections include intent (2,054,410,607 documents), profiles (1,135,462,992 documents), unique_profiles (732,412,172 documents), people (169,061,357 documents), sitemap (163,765,524 documents), companies (72.9 GB), company_sitemap (17,301,617 documents), address_cache (26.78 GB), and intent_archive (620 MB). The sheer scale of the leak is staggering, with at least three collections exposing nearly two billion personal records.

    These records include names, emails, phone numbers, LinkedIn links, job roles, employers, work history, education, locations, skills, languages, and social accounts. A notable collection, "unique_profiles," contains over 732 million records with image URLs, while another, "people," includes enrichment metrics and Apollo IDs linked to the Apollo.io ecosystem. Researchers have confirmed that at least three of these collections – profiles, unique_profiles, and people – contain personally identifiable information (PII).

    The ownership of the leaked dataset remains a mystery, with researchers finding clues suggesting a lead-generation company as the source. The firm claims access to over 700 million professionals, closely matching the exposed "unique_profiles" count. However, it is unclear whether the company itself was scraped or if the leak is an unauthorized exposure of their data.

    The implications of this breach are far-reaching and alarming. With billions of records at their disposal, malicious actors can automate personalized scams, reduce prep time, and focus on high-value targets. Large language models (LLMs) can be used to generate tailored messages based on user profile information, making tens of millions of malicious emails possible. The entire operation becomes profitable with just one high-value target.

    Experts have warned that large datasets like this are prime targets for malicious actors, enabling them to craft a comprehensive database of personal data that can also include passwords, device identifiers, links to other social media, and more. This simplifies social engineering and credential stuffing attacks, making the risk even more pronounced.

    As the cybersecurity landscape continues to evolve, it is crucial for organizations to prioritize data security and take proactive measures to protect sensitive information. The discovery of this massive leak serves as a stark reminder that vigilance is paramount in an era where cyber threats are increasingly sophisticated and far-reaching.

    In conclusion, the 16TB database breach highlights the critical need for robust cybersecurity measures and strict data protection policies. As the world grapples with the complexities of AI-driven social engineering attacks, it is imperative to stay vigilant and proactive in safeguarding our digital assets.

    A 16TB MongoDB database containing 4.3 billion professional records has been leaked onto the dark web, exposing a treasure trove of sensitive information that can be exploited for malicious purposes. The breach highlights the need for robust cybersecurity measures and strict data protection policies to prevent such attacks.



    Related Information:
  • https://www.ethicalhackingnews.com/articles/Exposing-the-Vulnerabilities-A-16TB-Database-Leaked-Professional-Records-ehn.shtml

  • https://securityaffairs.com/185661/data-breach/experts-found-an-unsecured-16tb-database-containing-4-3b-professional-records.html

  • https://www.techradar.com/pro/security/16tb-of-corporate-intelligence-data-exposed-in-one-of-the-largest-lead-generation-dataset-leaks


  • Published: Sun Dec 14 03:52:20 2025 by llama3.2 3B Q4_K_M













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