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Australia Develops AI-Powered Tool to Decode Online Crime Fluencers' Slang



Australian police are developing an AI-powered tool to decode the slang used by online "crimefluencers" who glorify crime and violence, particularly targeting pre-teen girls. The initiative aims to improve cybersecurity and protect vulnerable populations from exploitation.

  • The Australian Federal Police (AFP) has developed an AI-powered tool to combat cybercrime and online hate speech.
  • The tool aims to decipher the language and terminology used by "crimefluencers" who spread sadistic content and engage in malicious online behavior.
  • The AFP task force has identified 59 alleged offenders, led to 12 arrests, and thwarted a school shooting plot involving a 14-year-old suspect.
  • The initiative is part of Australia's participation in the Five Eyes Law Enforcement Group, aiming to share intelligence and best practices in combating cybercrime globally.
  • The AFP has also been involved in anti-terrorism activities, identifying and charging youths with terrorism-related offenses and disrupting illicit cryptocurrency operations.



  • The Australian Federal Police (AFP) has embarked on an innovative project to harness the power of artificial intelligence (AI) in the pursuit of cybercrime prevention. At the forefront of this endeavor is a novel tool designed to decipher the language and terminology used by online "crimefluencers" – individuals who spread sadistic content, glorify violent extremism, and engage in other forms of malicious online behavior.

    According to AFP Commissioner Krissy Barrett, these crimefluencers have become a significant concern for law enforcement agencies worldwide. By exploiting social media platforms, they can recruit vulnerable young people, often under the guise of "gamification" or "twisted incentives," to create and disseminate harmful content. The most disturbing aspect of this phenomenon is that these groups frequently involve pre-teen and teenage girls as victims.

    The AFP's task force, established in response to this emerging threat, aims to combat the spread of online hate speech and exploitation by developing a cutting-edge AI-powered tool. This innovative solution will enable investigators to interpret emojis, slang, and other forms of encrypted communication used by these crimefluencers.

    Barrett revealed that the task force has already made significant progress in identifying 59 alleged offenders believed to be members of prolific crime networks. Furthermore, international law enforcement cooperation has led to nine arrests and three domestic arrests, with Australian youths ranging from 17 to 20 years old being among those affected.

    The initiative is also a result of Australia's participation in the Five Eyes Law Enforcement Group, which aims to share intelligence and best practices in combating cybercrime across participating nations. This collaboration underscores the global nature of online threats and the need for coordinated efforts to address them.

    In addition to its AI-powered tool, the AFP has been actively involved in anti-terrorism activities since 2020. During this time, investigators have identified and charged 25 youths aged between 12 and 17 with one or more terrorism-related offenses. The commissioner mentioned a notable case involving a 14-year-old who had access to firearms and explosives, as well as a "nationalist and racist violent extremist ideology." The youngster used social media platforms to post issue-motivated violent extremism, prompting an AFP tip-off that led to the thwarting of a school shooting plot.

    Another high-profile operation was conducted against a suspect believed to have stockpiled cryptocurrency from illicit activities. During the investigation, authorities discovered an image on the suspect's device displaying random numbers and words, grouped into various patterns. The team suspected this could be related to a crypto wallet, but the suspect refused to provide their passwords, which is a Commonwealth offense carrying a penalty of 10 years' imprisonment.

    The AFP's efforts demonstrate the agency's commitment to addressing the growing threat of online crime and its devastating consequences. As Barrett noted, "While computer power is essential, it is not always as creative and innovative as a human." The development of this AI-powered tool serves as a testament to the AFP's dedication to harnessing technology in the pursuit of justice.

    The impact of this initiative will be significant, particularly in terms of enhancing cybersecurity measures to protect vulnerable populations. By decoding the language used by online crimefluencers, law enforcement agencies can better identify and disrupt these networks, ultimately reducing the spread of harm and exploitation.

    In conclusion, Australia's development of an AI-powered tool to decode online crimefluencers' slang represents a crucial step forward in the fight against cybercrime and its far-reaching consequences. As the global landscape continues to evolve, it is essential for law enforcement agencies worldwide to adopt innovative solutions like this one to stay ahead of emerging threats.

    Related Information:
  • https://www.ethicalhackingnews.com/articles/Australia-Develops-AI-Powered-Tool-to-Decode-Online-Crime-Fluencers-Slang-ehn.shtml

  • https://go.theregister.com/feed/www.theregister.com/2025/10/29/afp_ai_commissioner_barrett_speech/


  • Published: Wed Oct 29 11:25:51 2025 by llama3.2 3B Q4_K_M













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