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e234e195f3789f05483378c397db1cb5-Paper.pdf

Neural Information Processing Systems

The activities of online drug trafficking are nimble and resilient, which call for novel techniques to effectively detect, disrupt, and dismantle illicit drug trades.


AI-Driven Detection and Analysis of Handwriting on Seized Ivory: A Tool to Uncover Criminal Networks in the Illicit Wildlife Trade

Fein, Will, Horwitz, Ryan J., Brown, John E. III, Misra, Amit, Oviedo, Felipe, White, Kevin, Ferres, Juan M. Lavista, Wasser, Samuel K.

arXiv.org Artificial Intelligence

The transnational ivory trade continues to drive the decline of elephant populations across Africa, and trafficking networks remain difficult to disrupt. Tusks seized by law enforcement officials carry forensic information on the traffickers responsible for their export, including DNA evidence and handwritten markings made by traffickers. For 20 years, analyses of tusk DNA have identified where elephants were poached and established connections among shipments of ivory. While the links established using genetic evidence are extremely conclusive, genetic data is expensive and sometimes impossible to obtain. But though handwritten markings are easy to photograph, they are rarely documented or analyzed. Here, we present an AI-driven pipeline for extracting and analyzing handwritten markings on seized elephant tusks, offering a novel, scalable, and low-cost source of forensic evidence. Having collected 6,085 photographs from eight large seizures of ivory over a 6-year period (2014-2019), we used an object detection model to extract over 17,000 individual markings, which were then labeled and described using state-of-the-art AI tools. We identified 184 recurring "signature markings" that connect the tusks on which they appear. 20 signature markings were observed in multiple seizures, establishing forensic links between these seizures through traffickers involved in both shipments. This work complements other investigative techniques by filling in gaps where other data sources are unavailable. The study demonstrates the transformative potential of AI in wildlife forensics and highlights practical steps for integrating handwriting analysis into efforts to disrupt organized wildlife crime.


Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media - Supplementary Material

Neural Information Processing Systems

In the supplementary material, we first introduce the details of data preparation. MetaHG and discuss the potential ethical issues as well as the limitation of our paper. Regular users are those who are irrelevant to drug trafficking activities. Note that mixture traffickers are those who sell at least two groups of drugs. Table 1: The different types of drug traffickers and their related drugs.Trafficker Type Drugs Stimulants trafficker cocaine, meth (crystal meth), amphetamine, methamphetamine, weed Hallucinogens trafficker LSD, MDT, MDMA, ketamine, magic mushrooms, mescaline, hoasca Opioids trafficker oxycodone, hydrocodone, codeine, morphine, fentanyl, meperidine Hidden trafficker advertise drugs mostly by leaving the contact information to others' posts Mixture trafficker sell at least two different groups of drugs (e.g., cocaine, codeine, and LSD) We employ five sets of baseline models (twenty) in this paper.



Trump's border enforcement unleashes new weapon against illegal immigration

FOX News

President Donald Trump was elected on a promise to secure the border and deport illegal aliens. On day one, he declared a national emergency, rescinded Biden-era catch-and-release policies, and restored a clear legal standard of entry. In June, illegal crossings hit a record low for the second consecutive month. And once again, not a single illegal border crosser was released into the interior. This is more than a return to normality; it is the most secure border in American history.


Fox News AI Newsletter: The dangers of oversharing with AI tools

FOX News

Fox News chief political anchor Bret Baier has the latest on regulatory uncertainty amid AI development on'Special Report.' DON'T OVERSHARE DEETS: Have you ever stopped to think about how much your chatbot knows about you? Over the years, tools like ChatGPThave become incredibly adept at learning your preferences, habits and even some of your deepest secrets. But while this can make them seem more helpful and personalized, it also raises some serious privacy concerns. As much as you learn from these AI tools, they learn just as much about you.


AI will fuel disturbing 'build-a-child' industry

FOX News

Fox News contributor Dr. Marc Siegel weighs in on how artificial intelligence can change the patient-doctor relationship on'America's Newsroom.' AI's latest product – Remini – allows users to upload photos of themselves and their partner to generate images of what their future child could look like. There are two sides to this. First, the app lets people envision themselves as parents – potentially encouraging people to pursue, rather than delay, parenthood. As one woman said, "I can actually see myself being [pregnant] at some point."


Texas teen rescued from suspected trafficker's NC shed may have met him through video game

FOX News

Jorge Ivan Santos Camacho, 34, is accused of grooming the teen online, driving down to Dallas to pick her up and abducting her to Lexington, where he allegedly sexually assaulted her and kept her locked in a shed where he was living. The North Carolina man accused of trafficking a Texas girl across the country and locking her in a shed may have met her through online video games, early missing person flyers show. Jorge Ivan Santos Camacho is charged with a slew of child sex crimes, including statutory rape and human trafficking, for allegedly taking the girl from her home in Dallas 1,000 miles away, to Lexington, North Carolina, where deputies found her locked in an outbuilding that he was living in, according to court documents. A missing person flyer circulating on March 4 said the girl had last been seen the evening of March 1, leaving her family's apartment wearing a hat with an image from the TV-MA-rated Japanese anime series "Demon Slayer." "She was engaged in gaming, and the family reported a suspicious message in the gaming account," the post reads.


Lizard in your luggage? We're using artificial intelligence to detect wildlife trafficking

AIHub

A scanned lace monitor lizard (Varanus varius) image produced by using new technology. Blue-tongue lizards and sulphur-crested cockatoos are among the native animals frequently smuggled overseas. While the number of live animals seized by the Australian Government has tripled since 2017, the full scale of the problem eludes us as authorities don't often know where and how wildlife is trafficked. Now, we can add a new technology to Australia's arsenal against this cruel and inhumane industry. Our research shows the potential for new technology to detect illegal wildlife in luggage or mail.