Fighting Child Abuse with OSINT

A Diary of a Hunt

Nina Maelainine
7 min readSep 23, 2024

Understanding the Dark World of Online Predators and How OSINT Can Help Unmask Them.

We all share a common concern: the safety of our children in a world deeply intertwined with the internet. From social media to online gaming platforms, kids today are growing up in an environment that offers both limitless potential and dangerous pitfalls. As a parent, the fear that creeps in when you think of what could happen to your child online is indescribable. I frequently find myself on the Darknet, initially out of curiosity, but now, with a heavy heart, filled with sadness, anger, and despair as I uncover the vile depths of child exploitation.

We’re not here to define OSINT — if you’ve been following this journey, you already know. Instead, we’ll take a psychological approach to better understand those we’re up against: sexual predators. To track these criminals using OSINT, we must first think like them, walk in their shoes, as repulsive as that may sound. It’s the first step to stopping them.

Understanding the Mind of the Predator

To catch these perpetrators, it’s crucial to understand their psychology. It starts with profiling. We aim to gather as much intelligence as possible — about their methods, their motivations, and their behaviors.

These individuals often lead seemingly normal lives. Many are fathers, brothers, and even young men barely out of adolescence themselves. They live in constant fear of being discovered, but their addiction and compulsions drive them to the darkest corners of the internet. It’s important to remember that they hide behind layers of anonymity, using fake profiles, pseudonyms, and encrypted platforms. This is where social media investigation in OSINT becomes crucial.

The Fear and Shame They Carry

One key aspect of profiling these individuals is understanding their fear. Many of these offenders experience intense shame over their actions, yet they cannot control their impulses. The fear of being caught is ever-present. This fear translates into paranoia. They’re constantly worried about being tracked, about their digital footprint leaving too many clues behind.

Many are part of strict communities, where even a single mistake can lead to exposure, not only to law enforcement but also within their own twisted circles. The fear of judgment from their peers, of being ostracized from these networks, makes them tread cautiously. But even in their caution, they leave digital breadcrumbs — tiny, traceable pieces of information that, with the right tools and patience, OSINT investigators can use to uncover their identity.

The Importance of Social Media Investigation

The majority of these predators use fake identities. They hide behind the facade of being someone they’re not — whether they pose as teenagers, lonely adults, or even other children. This is why social media investigations using OSINT techniques are essential.

Understanding how they operate on platforms like Facebook, Instagram, and even gaming communities like Fortnite or Roblox helps us track their patterns. They often use certain slang or coded language in forums and chats. For instance, common terms used by predators include words like “bunny” or “candy” to refer to children, and phrases that on the surface seem innocuous, but within the context of these hidden communities, have darker meanings. It’s imperative to know these codes when analyzing conversations and forums.

Communities of Predators

Another element that fuels these criminals is their desire for belonging. They often join underground communities that are tightly controlled with strict rules. In these spaces, members share techniques for avoiding detection, provide access to illegal content, and encourage each other’s deviant desires.

BUT, not all predators are part of such groups. Many operate alone, preying on children they meet through social media or gaming platforms. They lurk in chat rooms, socializing with minors, gaining their trust, and manipulating them into vulnerable situations.

Traces They Leave Behind: Digital Footprints

Even when hiding behind multiple layers of encryption, predators leave behind digital footprints. Every time they post, comment, or interact with someone online, they create traces. It’s the job of the OSINT investigator to collect and connect these fragments of information.

For example, the use of certain email addresses, usernames, or the metadata in images they upload can reveal valuable clues. Even when they think they’ve covered their tracks, mistakes happen. An old account they used on a different platform, or a careless comment they made years ago, can unravel their entire web of secrecy. By continuously monitoring forums, chat rooms, and social media, we can build a digital profile and eventually identify the person behind the screen.

The Dark Web: Where the Worst Crimes Hide

Now that you have a glimpse into the mind of these predators, it’s time to dive into the places they hide. The Dark Web, for example, is a haven for these criminals. While many people are familiar with surface-level internet platforms, the Dark Web is where the most dangerous activities occur.

In this hidden part of the internet, there are forums dedicated solely to the exchange of child pornography and other illegal content. Some forums operate with strict membership rules, where trust must be earned through participation or by providing new content. Others are more open, allowing anyone with access to browse, share, and trade horrific images and videos. In these places, you’ll come across terms like “Loli” or “PTHC” (Prx-Texn Hxrd Cxre) — coded language that is critical to understand when tracking these criminals.

Open Forums and Public Platforms

It’s not just the Dark Web. Predators also use open forums and public platforms to groom their victims. Sites like Omegle, camsurf, and various adolescent-focused chat rooms-Cam rooms are commonly used by offenders to lure unsuspecting kids. These sites operate openly, and many parents are unaware of the dangers they pose.

But it doesn’t stop there. Gaming platforms like Roblox and Fortnite are also breeding grounds for grooming. Predators use the chat functions on these games to build relationships with young players, often manipulating them into sharing personal information or explicit photos. On Instagram and Snapchat, it’s not uncommon for predators to pose as peers, slowly gaining the trust of young teens, before exploiting them.

Reporting and Protecting Children: What You Can Do

The battle against online child abuse isn’t one we fight alone. OSINT plays a vital role in identifying these individuals, but it’s equally important for everyone to know how to report suspicious activities. There are numerous platforms available for reporting child exploitation:

  • The National Center for Missing & Exploited Children (NCMEC): https://www.missingkids.org
    NCMEC offers a cyber tipline for reporting online child exploitation, making it easier for individuals and professionals to contribute to the identification of offenders.
  • INHOPE: https://www.inhope.org
    INHOPE is a global network of hotlines working tirelessly to combat the circulation of child sexual abuse material (CSAM).
  • Europol: https://www.europol.europa.eu and Interpol: https://www.interpol.int
    These international law enforcement agencies coordinate operations across borders to track down and arrest predators involved in online child abuse.
  • Thorn: https://www.thorn.org
    Thorn develops essential technology to help detect and track abusers, providing vital tools for OSINT professionals and law enforcement.
  • Australian Centre to Counter Child Exploitation (ACCCE) — Trace an Object Initiative: https://www.accce.gov.au/what-we-do/trace-an-object
    This initiative encourages you to identify objects in images related to child abuse cases. Your visual recognition can play a crucial role in investigations.

In addition to these global organizations, many countries have their own agencies dedicated to fighting online child abuse.

For example, in France, Pharos

https://www.internet-signalement.gouv.fr

is the official platform for reporting illegal content online.

The Role of OSINT in the Fight

OSINT isn’t just a tool for law enforcement — it’s a tool for all of us. With it, we can track these predators, gather intelligence, and help ensure they face justice. But this comes with a grave warning: the material encountered in these investigations can be deeply disturbing. Images and videos of abuse can leave lasting scars, even on the most seasoned investigators. It’s not for the curious or the faint of heart. Laws exist around the possession of child pornography, even for investigative purposes, and crossing those lines can have severe legal consequences.

If you decide to join this fight, be prepared for the emotional toll it will take. But know that by doing so, you are protecting the most vulnerable among us — our children.

Stop Child Abuse — Trace an Object

You can make a real difference in the fight against child abuse.

Sometimes, the smallest details can unlock a case. Through the Trace an Object initiative, you can help identify objects found in images of child exploitation. These objects have already been closely examined, and now we need your eyes and insights. By recognizing these items and sharing your findings anonymously with Europol, you could help lead to the rescue of a child.

OSINT tools are invaluable in this mission, enabling us to connect the dots and trace the origins of these objects. Every piece of information counts, and your participation could be the key to uncovering critical leads.

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Nina Maelainine
Nina Maelainine

Written by Nina Maelainine

OSINT pro | Uncovering digital insights and trends

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