#FactCheck -AI-Generated Protest Video Falsely Linked to ‘Yadav Ji Ki Love Story’ Controversy
Executive Summary
The film ‘Yadav Ji Ki Love Story’, scheduled to release on February 27, has become embroiled in controversy over its title. Several organizations have expressed objections, registering their displeasure regarding the name of the film. Amid the row, a video is being widely circulated on social media. The footage shows a large crowd holding banners and posters while staging a protest. Users sharing the clip claim that it is from South India, where members of the Yadav community have allegedly launched a large-scale agitation against the film. However, research conducted by the CyberPeace found the viral claim to be false. Our research revealed that the video is not authentic but AI-generated, and is being shared with a misleading narrative.
Claim
On February 22, 2026, a Facebook user shared the viral video claiming it depicts protests by the Yadav community in South India against the film. The original and archived links to the post are provided below

Fact Check:
Upon closely examining the viral video, we noticed several anomalies in the visuals, crowd movements, and certain frames. The unnatural patterns and inconsistencies raised suspicions that the footage may have been generated using artificial intelligence. To verify this, we analyzed the video using the AI detection tool Aurigin AI, which indicated that the footage was AI-generated.

We further scanned the clip using another AI detection platform, Hive Moderation. The results showed a 99 percent probability that the video was AI-generated.

Conclusion
Our findings confirm that the viral video is not real. It has been artificially created using AI technology and is being circulated with a false and misleading claim.
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The World Economic Forum reported that AI-generated misinformation and disinformation are the second most likely threat to present a material crisis on a global scale in 2024 at 53% (Sept. 2023). Artificial intelligence is automating the creation of fake news at a rate disproportionate to its fact-checking. It is spurring an explosion of web content mimicking factual articles that instead disseminate false information about grave themes such as elections, wars and natural disasters.
According to a report by the Centre for the Study of Democratic Institutions, a Canadian think tank, the most prevalent effect of Generative AI is the ability to flood the information ecosystem with misleading and factually-incorrect content. As reported by Democracy Reporting International during the 2024 elections of the European Union, Google's Gemini, OpenAI’s ChatGPT 3.5 and 4.0, and Microsoft’s AI interface ‘CoPilot’ were inaccurate one-third of the time when engaged for any queries regarding the election data. Therefore, a need for an innovative regulatory approach like regulatory sandboxes which can address these challenges while encouraging responsible AI innovation is desired.
What Is AI-driven Misinformation?
False or misleading information created, amplified, or spread using artificial intelligence technologies is AI-driven misinformation. Machine learning models are leveraged to automate and scale the creation of false and deceptive content. Some examples are deep fakes, AI-generated news articles, and bots that amplify false narratives on social media.
The biggest challenge is in the detection and management of AI-driven misinformation. It is difficult to distinguish AI-generated content from authentic content, especially as these technologies advance rapidly.
AI-driven misinformation can influence elections, public health, and social stability by spreading false or misleading information. While public adoption of the technology has undoubtedly been rapid, it is yet to achieve true acceptance and actually fulfill its potential in a positive manner because there is widespread cynicism about the technology - and rightly so. The general public sentiment about AI is laced with concern and doubt regarding the technology’s trustworthiness, mainly due to the absence of a regulatory framework maturing on par with the technological development.
Regulatory Sandboxes: An Overview
Regulatory sandboxes refer to regulatory tools that allow businesses to test and experiment with innovative products, services or businesses under the supervision of a regulator for a limited period. They engage by creating a controlled environment where regulators allow businesses to test new technologies or business models with relaxed regulations.
Regulatory sandboxes have been in use for many industries and the most recent example is their use in sectors like fintech, such as the UK’s Financial Conduct Authority sandbox. These models have been known to encourage innovation while allowing regulators to understand emerging risks. Lessons from the fintech sector show that the benefits of regulatory sandboxes include facilitating firm financing and market entry and increasing speed-to-market by reducing administrative and transaction costs. For regulators, testing in sandboxes informs policy-making and regulatory processes. Looking at the success in the fintech industry, regulatory sandboxes could be adapted to AI, particularly for overseeing technologies that have the potential to generate or spread misinformation.
The Role of Regulatory Sandboxes in Addressing AI Misinformation
Regulatory sandboxes can be used to test AI tools designed to identify or flag misinformation without the risks associated with immediate, wide-scale implementation. Stakeholders like AI developers, social media platforms, and regulators work in collaboration within the sandbox to refine the detection algorithms and evaluate their effectiveness as content moderation tools.
These sandboxes can help balance the need for innovation in AI and the necessity of protecting the public from harmful misinformation. They allow the creation of a flexible and adaptive framework capable of evolving with technological advancements and fostering transparency between AI developers and regulators. This would lead to more informed policymaking and building public trust in AI applications.
CyberPeace Policy Recommendations
Regulatory sandboxes offer a mechanism to predict solutions that will help to regulate the misinformation that AI tech creates. Some policy recommendations are as follows:
- Create guidelines for a global standard for including regulatory sandboxes that can be adapted locally and are useful in ensuring consistency in tackling AI-driven misinformation.
- Regulators can propose to offer incentives to companies that participate in sandboxes. This would encourage innovation in developing anti-misinformation tools, which could include tax breaks or grants.
- Awareness campaigns can help in educating the public about the risks of AI-driven misinformation and the role of regulatory sandboxes can help manage public expectations.
- Periodic and regular reviews and updates to the sandbox frameworks should be conducted to keep pace with advancements in AI technology and emerging forms of misinformation should be emphasized.
Conclusion and the Challenges for Regulatory Frameworks
Regulatory sandboxes offer a promising pathway to counter the challenges that AI-driven misinformation poses while fostering innovation. By providing a controlled environment for testing new AI tools, these sandboxes can help refine technologies aimed at detecting and mitigating false information. This approach ensures that AI development aligns with societal needs and regulatory standards, fostering greater trust and transparency. With the right support and ongoing adaptations, regulatory sandboxes can become vital in countering the spread of AI-generated misinformation, paving the way for a more secure and informed digital ecosystem.
References
- https://www.thehindu.com/sci-tech/technology/on-the-importance-of-regulatory-sandboxes-in-artificial-intelligence/article68176084.ece
- https://www.oecd.org/en/publications/regulatory-sandboxes-in-artificial-intelligence_8f80a0e6-en.html
- https://www.weforum.org/publications/global-risks-report-2024/
- https://democracy-reporting.org/en/office/global/publications/chatbot-audit#Conclusions

Introduction
CyberPeace Chronicles is a one-stop for the latest edition of news, updates, and findings in global cyberspace. As we step into the cyberage, it is pertinent that we need to incorporate cybersecurity practices in our day-to-day activities. From laptops to automated homes and cars, we are all surrounded by technology in some form or another. Thus, with the increased dependency, we need to eradicate the scope of vulnerabilities and threats around us and create robust and sustainable safety mechanisms for us and future generations.
What, When and How?
- WIN-RAR Update: CVE-2023-33831, a serious vulnerability, was identified in WinRAR versions prior to 6.23 in April 2023. When users attempted to access seemingly harmless files inside ZIP archives, this vulnerability allowed attackers to run arbitrary code. Cybercriminals transmitted malware families like DarkMe, GuLoader, and Remcos RAT by taking advantage of this vulnerability. It is essential to update WinRAR to version 6.23 or later in order to protect your computer and your data. Follow the following steps to secure your device -
- Checking Your Current WinRAR Version
- Downloading the Latest WinRAR Version
- Installing the Updated WinRAR
- Completing the Installation
- Verifying the Update
- Cleaning Up
- Indonesian Hacker Groups Target Indian Digital Infrastructure: As India geared up to host the G20 delegation as part of the Leadership Summit, various reports pointed towards different forms and intensity-based cyber attacks on Indian organisations and digital infrastructure. Tech firms in India have been successful in tracing the origination of the attacks to be from Indonesia. It is believed that hacker groups backed by anti-India elements have been trying to target the digital resources of India. Organisations and central agencies like Computer Emergency Response Team (CERT-In), National Critical Information Infrastructure Protection Centre (NCIIPC), I4C (Indian Cybercrime Coordination Centre), Delhi Police, Intelligence Bureau (IB), Research and Analysis Wing (R&AW), National Investigation Agency (NIA) and Central Bureau of Investigation (CBI) have constantly been working in keeping the Digital interests of India safe and secure, and with the ongoing G20 summit, it is very pertinent to be mindful of potential threats prevailing to prepare counter tactics for the same.
- CLOP Ransomware: The CL0P ransomware is thought to have initially surfaced in 2019 and was developed by a cybercriminal organisation that spoke Russian. The threat actor FIN11 (also known as TA505 and Snakefly), who is notorious for being financially driven, is frequently connected to the CL0P ransomware, which had its roots at the beginning of 2019. By utilising this technique, CL0P has targeted businesses utilising the "Accellion FTA" file transfer appliance's vulnerable version. Accordingly, it has been asserted that the following vulnerabilities have been used to access victim data and maybe switch to victim networks. Numerous well-publicized attacks carried out by CL0P have had an impact on organisations all across the world. Especially for Managed File Transfer (MFT) programmes, the CL0P performers are well known for their talent in developing zero-day vulnerabilities. The gang went after Accellion File Transfer Appliance (FTA) devices in both 2020 and 2021, then early in 2023, they went after Fortran/Linoma GoAnywhere MFT servers, and then later in June, they went after MOVEit transfer deployments. Up to 500 organisations are thought to have been harmed by this aggressive operation. Some of the ways to mitigate the risk are as follows:
- Regular Software Updates: Updating programmes and systems helps prevent known security flaws that fraudsters frequently exploit.
- Employee Training: Employee training can significantly lower the likelihood of successful penetration by educating staff members about phishing scams and safe internet conduct.
- Network Segmentation: By separating networks and restricting lateral movement, a ransomware attack's potential effects can be reduced.
- Regular Data backups: Data backups can lessen the effects of encryption and deter payment by regularly backing up data and storing it offsite.
- Security solutions: Putting in place effective cybersecurity measures like firewalls, intrusion detection systems, and cutting-edge endpoint protection can greatly improve an organisation's defences.
- Increased scrutiny for SIM card vendors: As phishing and smishing scams are on the rise in India, the Telecom Regulatory Authority of India (TRAI) has repeatedly issued notifications and consultation papers to address this growing concern. Earlier this year, TRAI notified that promotional calling will not be continued from 10-digit personal numbers. Instead, companies will now have to take authorised 9-digit numbers for promotional calls and SMSs. Similarly, to increase the efficiency of the same, TRAI has laid down that all the SIM card vendors will now have to be verified again, and any discrepancy found against any of the vendors will lead to blacklisting and penal actions against the vendor.
Conclusion
In conclusion, the digital landscape in 2023 is rife with both opportunities and challenges. The recent discovery of a critical vulnerability in WinRAR underscores the importance of regularly updating software to protect against malicious attacks. It is imperative for users to follow the provided steps to secure their devices and safeguard their data. Furthermore, the cyber threat landscape continues to evolve, with Indonesian hacker groups targeting Indian digital infrastructure, particularly during significant events like the G20 summit. Indian organisations and cybersecurity agencies are working diligently to defend against these threats and ensure the security of digital assets. The emergence of ransomware attacks, exemplified by the CL0P ransomware, serves as a stark reminder of the need for robust cybersecurity measures. Regular software updates, employee training, network segmentation, data backups, and advanced security solutions are crucial components of a comprehensive defence strategy against ransomware and other cyber threats. Additionally, the Telecom Regulatory Authority of India's efforts to enhance security in the telecommunications sector, such as stricter verification of SIM card vendors, demonstrate a proactive approach to addressing the rising threat of phishing and smishing scams. In this dynamic digital landscape, staying informed and implementing proactive cybersecurity measures is essential for individuals, organisations, and nations to protect their digital assets and maintain a secure online environment. Vigilance, collaboration, and ongoing adaptation are key to meeting the challenges posed by cyber threats in 2023 and beyond.

Executive Summary
Muslims offering prayers inside a crowded train in Japan is being widely shared on social media, amid ongoing discussions around the country’s alleged rise in anti-immigration sentiment. The clip is being presented as a recent and real incident. However, an research reveals that the video is not authentic. Experts noted that the prayer postures shown in the clip do not align with standard Islamic practices, raising doubts about its credibility. Further analysis indicates that the video has been generated using artificial intelligence (AI).
Claim
A user shared the viral video on YouTube, showing a group of men—mostly dressed in long tunics and skullcaps—appearing to offer prayers inside a moving subway train. Passengers can be seen seated on both sides of the carriage. In the clip, two men are kneeling on the floor and bowing their heads onto a small mat placed in front of them, with their heads coming very close to the knees of seated passengers. Another man is seen bending forward at the waist while standing, and a fourth appears to be standing upright with his eyes closed.
- Link: https://www.youtube.com/shorts/cZHMCUgbDIA

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Fact Check
A closer examination of the video reveals several visual inconsistencies. One passenger appears to be fused with the seat rails, creating a distorted overlap. Others seem to be seated in areas where seats do not normally exist, such as directly in front of a door. Additionally, an advertisement visible in the background appears blurred and oddly shaped—another common indicator of AI-generated content. An analysis conducted using the Hive Moderation tool found that the video is “likely to contain AI-generated or deepfake content.”

Conclusion
The viral claim is misleading. The video does not depict a real incident in Japan. Instead, it is likely AI-generated content being circulated with a false narrative, misrepresenting both the context and religious practices shown in the clip.