Ghibli Glamour or Growing Gamble? AI Cartoon Trend Raises Privacy Concerns
A new wave of digitally rendered cartoon avatars is sweeping across social media platforms like Facebook and Instagram. From global celebrities like Lionel Messi and Donald Trump to regular friends and followers, almost no one seems to be left out of the latest online trend—AI-generated images in the “Ghibli” style.
This trend, fueled by platforms like ChatGPT and Grok 3, has captivated netizens with personalized cartoon-like images reminiscent of the art style pioneered by Japan’s Studio Ghibli. Established in 1985 in Tokyo by legendary animator Hayao Miyazaki, Studio Ghibli gained worldwide acclaim through iconic films such as Spirited Away and My Neighbor Totoro. The whimsical and fantastical visual aesthetic of these animations has now found a new digital expression through AI-powered tools, especially popular among teenagers and young adults.
However, cybersecurity experts have issued strong warnings about the underlying risks associated with this seemingly harmless trend. While AI technology can transform ordinary photos into stylized cartoons within seconds, experts fear that this same technology could be exploited for darker purposes—including deepfakes, fake pornography, and even the sale of personal images on the dark web.
A Dormant Data Bomb
Despite the servers of Ghibli-inspired image generators being located in the United States, the ultimate destination of the uploaded images remains uncertain. “Ghibli is essentially a dormant data bomb,” experts caution, noting that users may unknowingly be transferring sensitive personal data beyond national borders. These AI tools typically analyze uploaded photos to extract information about the individual’s location, family structure, and other identifiers—data that is then processed to generate the final image.
Understandably, questions are being raised about the risks associated with the rise of Ghibli-style art. The trend gained momentum with the rollout of OpenAI’s ChatGPT-4 and its image generation capabilities. OpenAI CEO Sam Altman confirmed a massive spike in user engagement, with one million new users joining within just one hour of launch. However, he also acknowledged the accompanying cybersecurity concerns tied to such rapid expansion.
ChatGPT Fuels the Ghibli Craze
OpenAI’s ChatGPT model now allows users to transform their portraits into Ghibli-style animations, contributing significantly to the popularity of this art form. “The graphic processing unit (GPU) is now overwhelmed with requests,” said Altman, noting that the demand has, nonetheless, validated the company’s objectives.
Why Is Ghibli So Popular?
Studio Ghibli’s animations have a long-standing global appeal, with a repertoire of 22 films and three television specials. The studio has also earned numerous accolades, including Oscars, Golden Bears, BAFTAs, and Golden Globes. In 2024, Ghibli’s The Boy and the Heron won the title of Best Animated Feature. Statistics reveal that over 10 million images were uploaded to servers in just 30 hours, highlighting the viral nature of the trend.
Creating a Ghibli-style image is simple and quick. Users upload a photo, select the “Ghibli animation style,” and receive a stylized avatar within seconds, ready to be shared on social media. Interestingly, most Ghibli-style images bear a striking resemblance to each other, raising further questions about the authenticity and uniqueness of the AI-generated content.
What Are the Security Risks?
While the process of creating AI-generated images may seem enjoyable, it is not without significant cybersecurity risks. Experts warn that these image generators can be used to collect personal information, potentially enabling identity theft or the creation of forged documents. Luiza Jarovsky, co-founder of AI Tech Privacy, cautioned on X (formerly Twitter), “ChatGPT and other AI image generators can easily and cheaply produce fake IDs and documents,” making them a valuable tool for cybercriminals with malicious intent.
How to Stay Safe
Rather than avoiding new technologies altogether, experts recommend using them with caution. Key safety measures include being careful about uploading high-resolution photos, thoroughly reviewing privacy policies of platforms before uploading images, disabling camera and gallery access when installing apps, using reverse image search to detect potential misuse, and staying informed about where and how personal images are used.
Cyber 71 Director Abdullah Al Jaber noted that as long as users remain vigilant, there is currently no major risk posed by Ghibli-style image generation. However, he expressed concerns over premium subscription sharing and the ability to view each other's profiles, which could compromise privacy. Similarly, cybersecurity expert Tanvir Hasan Zoha and Mehedi Hasan, advisor at the Cyber Crime Awareness Foundation, emphasized the importance of remaining alert while sharing personal data and images on social media.
In conclusion, while the Ghibli trend reflects the growing intersection of creativity and technology, it also highlights the pressing need for greater awareness and accountability in the digital age.





