Over the past decade, the Deep & Dark Web has emerged as a staggering repository of tens of billions of exposed identities adding up to more than one trillion identity assets exposed, an unprecedented volume that defied all expectations. These identities stem mostly from massive breaches, leakages affecting some of the world’s largest companies and organizations.

Classic Open Source Intelligence (OSINT) primarily depends on publicly available information that individuals consciously choose to share or make public. It involves gathering data from sources like social media, public records, websites, and publications. In this approach, investigators primarily work with data that authors, individuals, or organizations have intentionally put into the public domain. Classic OSINT very often depends on the mistakes or disclosures made by the subjects themselves, as they control what they choose to publish.

In stark contrast Deep OSINT data consists of information that was never intended for such widespread disclosure. It was very hard to imagine 10 years ago that our private information would be share in such scale. That is why Deep OSINT is so powerful in finding connection of bad actors: it’s information that they it was unintended, and they never thought that it would be made public.

Actor Investigations and the Role of Deep OSINT

What makes this reservoir of data truly remarkable is that it encapsulates the digital histories of most internet users spanning the last 15 years. This treasure trove of information has opened new horizons for large-scale investigations into actors operating on the internet.

Examples of this investigations are Reuters investigations of North Korean IT workers using fake names, sham LinkedIn profiles, counterfeit work papers and mock interview scripts,  and the many investigations that Brian Krebs has held taking down criminal networks

It’s crucial to emphasize that this resource should only be harnessed in the realms of fraud and crime investigations, where it can be an invaluable tool in the pursuit of justice and security.

Deep OSINT’s Critical Role in Fraud Detection

Automating these investigations at scale using AI allows the assessment of thousands or even millions of profiles for fraud detection.

In the fight against fraud, deep OSINT plays a pivotal role through:

• Advanced KYC (Know Your Customer)
• KYE (Know Your Employee) screening and Insider Detection,
• Synthetic identity fraud detection, which spots fictitious identities created by merging real and fake information.

By harnessing the power of a data lake consisting of over one trillion assets, Constella Intelligence provides an unparalleled level of detection abilities, crucial in today’s intricate cyber threat landscape.

Deep OSINT as the New Frontier in Cyber Investigations and Fraud

Fraud detection Security service providers and enterprises can benefit immensely from deep OSINT capabilities. As evidenced by Constella Intelligence, whose expertise in AI-driven identity risk intelligence and deep OSINT investigations has set a benchmark in the industry, the integration of deep OSINT into security measures is not just an option—it is a necessity for robust digital defense mechanisms.

How are we revolutionizing identity theft with AI? In an age where digital footprints are as unique as fingerprints, the concept of identity has become the new perimeter in cybersecurity. Each compromised identity represents a potential vulnerability, an entry point that can be exploited through sophisticated identity attacks. Against this backdrop, Constella Intelligence leads the charge against digital identity threats with a cutting-edge, AI-driven approach. This comprehensive strategy not only anticipates potential threats but also actively engages users in safeguarding their digital presence through innovative technologies and simulations. Here’s a closer look at how Constella is reshaping the landscape of identity theft protection.

Introduction to AI-Driven Identity Theft

As we navigate the digital age, marked by unparalleled connectivity and convenience, we’re also faced with sophisticated threats to personal identity security. Cybercriminals are constantly crafting new methods to exploit personal information for malicious ends. In response, Constella Intelligence harnesses the power of Artificial Intelligence (AI) to establish a dynamic and robust defense mechanism. This initiative goes beyond merely responding to threats, aiming instead to preempt them and marking a proactive shift in the cybersecurity paradigm.

Simulating Fraudsters’ AI Tools to Gather Information

In the shadowy corners of the internet, a service known as FraudGPT is being sold to criminals eager to exploit AI for malicious purposes. Constella’s response is to fight fire with fire. By employing the same advanced AI technologies used by cybercriminals, Constella introduces AI-Driven Identity Resolution as a shield against identity theft. This method utilizes Constella’s vast data repositories to generate a sophisticated risk intelligence graph, crafting a detailed Risk Profile for each individual.

This approach delves deep into the digital identity mosaic of each user, examining Personally Identifiable Information (PII), online behaviors, and social connections to uncover vulnerabilities. By comprehending the intricate web of a user’s digital life, Constella can anticipate and neutralize potential threats with unparalleled precision. This proactive defense mechanism provides users with a personalized shield, leveling the playing field in the ongoing battle for digital security.

Hypertargeted Attack Simulations with AI

A fundamental aspect of Constella’s strategy for user education and preparedness is the deployment of hypertargeted attack simulations. These AI-powered simulations are intricately designed based on the specific vulnerabilities and exposed data of an individual. By simulating realistic scam scenarios, Constella offers a safe and informative environment for users to learn, react, and adapt. Far from being generic, these simulations are tailor-made to reflect the threats that an individual is most likely to face, significantly enhancing the learning experience. This hands-on approach equips users with the ability to discern and counteract identity theft attempts, thus bolstering their digital resilience.

Setting a New Standard – Revolutionizing Identity Theft Protection

Constella Intelligence’s AI-driven approach to identity theft protection heralds a paradigm shift in cybersecurity. Through meticulous monitoring, personalized scam simulations, and an emphasis on user education, Constella tackles not just the symptoms of digital threats but their root causes. By empowering users to defend themselves effectively, Constella not only boosts individual security but also fosters a safer digital ecosystem for all.

As digital threats continue to evolve, the importance of informed, proactive individuals in the fight against identity theft cannot be overstated. Constella’s initiative serves as a testament to the belief that in this battle, an educated user is the best defense, underscoring the critical role of each digital identity in the broader cybersecurity perimeter.

In the dynamic landscape of cybersecurity, Constella transcends its role as a data company, revolutionizing Identity Risk through cutting-edge AI-driven intelligence. The new AI model leverages Constella’s vast repository of greater than one trillion assets to protect Identity Theft and assess Identity Risk.  

From a Massive Data Lake into an Intelligence Risk Graph 

Constella has transformed its extensive identity data lake, sourced from various internet domains, including the Dark Web and social media, into a sophisticated risk intelligence graph that gathers all the different exposed information from a person through 15 years of activity, providing a complete Surface of Attack and comprehensive Risk Profile. 

A New Era of Identity Theft Protection: AI-Driven Scam Simulations 

As the leader in Digital Identity Theft monitoring, Constella focuses on proactive defense mechanisms against identity theft by scanning underground communities for unauthorized information exposure.  

This new phase introduces an advanced AI model designed to produce simulated hyper-targeted and customized identity scams, serving as a crucial educational and awareness tool. Constella aims to train and educate consumers about potential cyber-attacks by simulating real attacks from a criminal’s perspective. 

Each compromised identity in the hands of criminals represents a potential vulnerability that targeted identity attacks will exploit. The new AI-driven simulations mimic those attacks, building a human firewall to protect themselves in the digital world better. 

An Investigation Copilot to Reveal Bad Actors  

Constella’s data lake also powers fraud, law enforcement OSINT investigation teams Uncover bad actors and insiders with unparalleled depth, enabling a new level of scrutiny in the fight against cyber threats. 

With Constella’s AI model, investigators now have access to an AI Copilot that automates the investigation and assessment of potential bad actors on an unprecedented scale. The actual process of pivoting, finding new data, reviewing, and pivoting again is now done by the Copilot, gaining great efficiency for the investigators. 

Monitoring Identity Risk at Scale to Protect from Fraud 

Leveraging Constella’s data lake with a rich digital history spanning 15 years, the new Constella AI automatically assesses millions of identities, offering fraud teams a powerful new tool to combat online fraud.    

Key applications include: 

Screening at Onboarding (KYC): Identifying and preventing onboarding of bad actors and risky profiles using 15 years of user activity history while preserving privacy. 

Detection of Synthetic Identities: Simulating and scoring the risk of new onboarded users being fake or fabricated. 

Automatic Monitoring of Potential Insiders: Vigilantly tracking organizational activities to promptly identify and address insider threats. 

A Company Transformation into an Intelligence Powerhouse 

The leap from a data-centric company to an intelligence-focused organization marks a significant milestone for Constella. The automation of AI Identity Resolution, coupled with Identity Theft scam generation provided by Generative AI Large Language Models, enables the creation of thorough attack surfaces and customized scam simulations to protect and educate users.  This transition reflects a significant evolution in the fight against cybercrime. Constella, now an intelligence hub, is a testament to innovation’s power in creating a safer digital world. 

Stay informed and prepared. In the digital age, knowledge is not just power but protection.