#FactCheck- AI-Generated Flyover Video Falsely Shared as Patna Infrastructure
Executive Summary
A video showing a modern highway flyover illuminated at night is being widely shared on social media. The bridge features bright white light poles and illuminated barriers. The video is being falsely claimed to be from Patna, Bihar. A CyberPeace Research Wing research has found the claim to be false. Our verification shows that the viral video is not real but AI-generated and is being circulated with misleading claims.
Claim:
A user on YouTube shared the viral video, claiming it shows a flyover in Patna. The post, along with its archive link and screenshots, can be seen below:
https://www.youtube.com/shorts/j9jU-QVKcrw

Meanwhile, the BJP also shared the same video on its official Facebook page, writing: “Don’t be surprised, this is Patna, the capital of Bihar! Where there is BJP-NDA government, development moves at a fast pace.” The post link, archive link, and screenshots are available below:
https://www.facebook.com/bjp4bihar

Fact Check
A careful review of the viral video raised suspicions that it may be AI-generated. The footage was analysed using the AI detection tool HIVE MODERATION, which indicated that the video is approximately 84% likely to be AI-generated.

We also analysed the video using another AI detection tool, SIGHTENGINE, which produced an even stronger result, indicating a 99% likelihood of AI generation.

Conclusion:
The viral video being circulated as a flyover from Patna is not real. It is AI-generated and is being shared with misleading claims.
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Introduction
In India, the population of girls and adolescents is 253 million, as per the UNICEF report, and the sex ratio at birth is 929 per 1000 male children as of 2023. Cyberspace has massively influenced the daily aspects of our lives, and hence the safety aspect of cyberspace cannot be ignored any more. The social media platforms play a massive role in information dissemination and sharing. The data trail created by the use of such platforms is often used by cyber criminals to target innocent girls and children.
On Ground Stats
Of the six million crimes police in India recorded between 1 January and 31 December last year, 428,278 cases involved crimes against women. It’s a rise of 26.35% over six years – from 338,954 cases in 2016. A majority of the cases in 2021, the report said, were of kidnappings and abduction, rapes, domestic violence, dowry deaths and assaults. Also, 107 women were attacked with acid, 1,580 women were trafficked, 15 girls were sold, and 2,668 were victims of cybercrimes. With more than 56,000 cases, the northern state of Uttar Pradesh, which is India’s most populous with 240 million people, once again topped the list. Rajasthan followed it with 40,738 cases and Maharashtra with 39,526 cases. This shows the root of the problem and how deep this menace goes in our society. With various campaigns and initiatives by Government and the CSO, awareness is on the rise, but still, we need a robust prevention mechanism to address this issue critically.
Influence of Social Media Platforms
Social media platforms such as Facebook, Instagram and Twitter were created to bring people closer by eliminating geographical boundaries, which is strengthened by the massive internet connectivity network across the globe. Throughout 2022, on average, there are about 470.1 million active social media users in India on a monthly basis, with an annual growth rate of 4.2 % in 2021-22. This represents about 33.4 % of the total population. These social media users, on average, spend about 2.6 hours on social media, and each, on average, has accounts on 8.6 platforms.
The bad actors have also upskilled themselves and are now using these social platforms to commit cybercrimes. Some of these crimes against girls and women include – Impersonation, Identity theft, Cyberstalking, Cyber-Enabled human trafficking and many more. These crimes are on the rise post-pandemic, and instances of people using fake IDs to lure young girls into their traps are being reported daily. One such instance is when Imran Mansoori created an Instagram account in the name of Rahul Gujjar, username: rahul_gujjar_9010. Using social engineering and scoping out the vulnerabilities, he trapped a minor girl in a relationship & took her to a hotel in Moradabad. The hotel manager raised the suspicion of seeing a different ID & called the Police, Imran was then arrested. But many such crimes go unreported, and it is essential for all stakeholders to create a safeguard regarding girls’ and women’s safety.
Legal Remedies at our disposal
The Indian Legal system has been evolving with time towards the online safety of girls and women. The National Commission for Protection of Child Rights (NCPCR) and the National Commission for Women (NCW) have worked tirelessly to safeguard girls and women to create a wholesome, safe, secure environment. The Information Technology Act governs cyberspace and its associated rights and duties. The following provisions of the IT Act are focused towards safeguarding the rights –
- Violation of privacy – Section 66E
- Obscene material – Section 67
- Pornography & sexually explicit act – Section 67A
- Child pornography – Section 67B
- Intermediaries due diligence rules – Section 79
Apart from these provisions, acts like POCSO, IPC, and CrPC, draft the Digital Personal Data Protection Bill, Intermediary Guidelines on Social Media and Online Gaming and telecommunications bill.
Conclusion
The likelihood of becoming a victim of cybercrime is always growing due to increased traffic in the virtual world, which is especially true for women who are frequently viewed as easy targets. The types of cyber crimes that target women have grown, and the trend has not stopped in India. Cyber flaming, cyber eve-teasing, cyber flirting, and internet cheating are some new-generation crimes that are worth mentioning here. In India, women tend to be reluctant to speak up about issues out of concern that doing so might damage their reputations permanently. Without being fully aware of the dangers of the internet, women grow more susceptible the more time they spend online. Women should be more alert to protect themselves from targeted online attacks.

Introduction
When Tamil Nadu Police arrested a man from Vellore in May 2026 on suspicion of being the point person helping Indian youth to be smuggled into cyber scam compounds in Cambodia, the papers led with the accused. They shouldn't have led with the accused but with the system. The arrest, one in a long string of them in Tamil Nadu, Madurai, and other states, is not simply another one-off policing victory. Rather, the arrest gives us an insight into a larger, darker world: an international criminal organisation that has successfully combined human trafficking and cybercrime, a new trend in criminality that specialists are calling 'cyber slavery.'
What Is Cyber Slavery?
“Cyber slavery” involves trafficking persons under the pretence of employment, forcing them into committing online fraud to serve criminal enterprises. Victims are not merely victims of the work they are forced to do; they are often turned into culprits as they become complicit in victimising others. Trafficked victims are compelled to participate in frauds targeted at unsuspecting victims all around the globe. These activities, organised into robust criminal schemes, involve victims of sex or labour trafficking who are forced into operating romance scams or the so-called "pig butchering" scams that defraud people of their investment in cryptocurrency, all in heavily secured complexes guarded with threats of violence and torture. The extent of the problem is enormous, with the UN Office of the High Commissioner for Human Rights estimating in a 2023 report that there are over 100,000 victims of cyber scam compounds in Cambodia and another 120,000 in Myanmar. Schemes throughout Southeast Asia were projected to commit as much as $39.9 billion in fraudulent schemes a year.
Why Southeast Asia? The Geography of Organised Crime
In order to answer why Cambodia, Myanmar, Laos, and the surrounding regions have developed into the cyber slavery hub of the world, we can draw together an array of structural reasons:
- Casino clampdown and crime diversification: Cambodia's ban on online gambling in 2019 broke down established casino-related criminal networks. This saw old casinos and Special Economic Zones turn into cyber scam compound operations.
- Corruption and state complicity: A pre-existing environment of corruption and involvement of politically linked figures permitted scamming networks to flourish, and the armed groups in the border areas of Myanmar are reportedly complicit in these operations through supplying land and protection for the networks to operate in.
- Poor governance in the border areas: The lack of state control in the frontier areas of Myanmar provided the criminal networks with a secure sanctuary in which they could operate with impunity and cross borders to escape crackdowns and move their operations.
- Post-pandemic growth: The economic stress associated with the COVID-19 pandemic led to an increase in the supply of vulnerable individuals available to fill the scam networks, as well as unprecedented profit margins on scams.
The Recruitment Pipeline: How Are Indian Youth Trapped?
The typical journey from an Indian town or village to a locked compound in Southeast Asia follows the same narrative:
- The bait: On platforms like Facebook, WhatsApp, and Telegram, gangs lure with posts of lucrative overseas employment for IT work, customer service, data entry, and digital marketing with attractive, albeit feasible, pay packages (Rs. 80,000 to Rs. 1.5 lakh per month) and destinations such as Thailand and Singapore added for a veneer of genuineness.
- The recruiters: Local agents who gain trust, arrange visas and flight tickets, and collect the application fees are key intermediaries. Cases registered in Vellore and Madurai hint at recruitment agents receiving a commission for each person successfully smuggled into a trap, linked to larger travel and immigration networks.
- The lie: Victims are assured that they will be working legitimately in Thailand, but on reaching the border and crossing over, they find themselves pushed into scam compounds in neighbouring countries and have their passports, mobile phones and devices confiscated, thus rendering any escape attempt futile.
- The trap: In the interim, fake interviews, false job promises and convincing flight tickets serve to maintain the facade until the victims are forced to participate in cyber-fraud schemes.
The Architecture of Coercion: Life Inside the Scam Compounds
It is in these compounds that the fates of the victims become known. Survivor accounts, investigations and UN human rights reports provide evidence of these circumstances. These compounds are often surrounded by barbed wire fences, monitored with cameras and heavily guarded. Once a potential victim is captured, they are stripped of their passports and any other electronic devices, preventing them from being able to contact the outside world or to escape. Workers are allocated stringent targets, ranging from the number of potential victims they must solicit for scams and the amount of money they must acquire through such scams. Failure to do so, or perceived disobedience, may lead to beatings, electroshock treatment, starvation and long periods in confinement. These beatings are supplemented with psychological torture, with scammers assuring their victims that they owe money for their journey, stay and training. This method of debt bondage keeps people at the compound even when the opportunity for escape is presented to them. The victims are then forced to take part in more complex online scams, which involve romance scams, fake investment scams, and impersonation scams using scripts and with supervision. In some cases, families will be encouraged to pay for their captive relatives' release by ransom, whereas those who refuse to comply or meet performance requirements may be sold and transferred to another compound as a piece of property within a transnational criminal network.
Cybercrime Is No Longer Just About Hacking
This emergency challenges the existing notion of cybercrime. The scam compound of Southeast Asia is not about a lonely hacker or a standalone breach; it is a form of organised cyber slavery in which trafficked individuals are made to commit financial fraud on an industrial level.
The probe of India's NIA found that recruitment is done in the Indian states of Bihar and Uttar Pradesh. Transport agents in Chennai and Madurai provide logistics, and Dubai and Bangkok act as transit points on the way to Cambodia, Laos, and Vietnam. It makes use of cryptocurrency wallets, shadow banking, and shell companies for the movement of funds across international borders. Companies such as the Huione Group has been accused of facilitating billions of dollars in financial transactions for scam infrastructure before receiving sanctions from the U.S.
To illustrate the threat landscape, the U.S. Treasury imposed sanctions on 19 entities spread across Myanmar and Cambodia and said that cyber scam operations looted $10 billion worth last year. Also, cryptocurrency transactions related to trafficking crimes jumped by 85% last year, which speaks to the expanding nature of the global criminal infrastructure.
India's Exposure: A National Vulnerability
The scale of exposure for India is large and expanding. The most likely victims are educated, and aspirational young men and women from Tier 2 and Tier 3 cities, seeking work abroad, which perfectly aligns with the primary target of such human trafficking networks.
Repeated incidents of people from Tamil Nadu falling victim to these networks have come to light. As far back as 2022, the chief minister wrote to the prime minister that close to 300 Indians, roughly 50 Tamils included, were being held in Myanmar. The Madurai-Cambodia case that came to light in 2026 revealed an entire network spanning Cambodia, Laos, and Vietnam, with authorities believing that thousands of Indians might have been trafficked there over the past three years. Such cases from Kerala, Karnataka, Andhra Pradesh, and some northern Indian states have been reported. Last year, India had to charter Air Force flights to rescue over 549 Indians from cyber scam centres along the Myanmar-Thailand border.
The Indian embassy in Phnom Penh assisted the Indian nationals along with the CBI, MEA, and NIA in the rescue of 67 Indians in September 2024; however, these operations are largely reactive in the face of the vast and evolving transboundary crisis.
Prevention
The best solution is awareness. The following are tangible signs that a job offer might be a lead to trafficking:
Red Flags within the job offer:
- Receiving unsolicited recruitment messages on WhatsApp, Telegram or Instagram from unknown numbers/contacts.
- Offer of unbelievably high salaries in undefined roles like ‘data entry,’ ‘online marketing’ or ‘customer service’ outside India.
- Request for upfront money to cover costs of visas, travel, accommodation, and training.
- Job offers to places in Thailand or Singapore involving complex transit routes through other countries.
- An interview process entirely through messaging apps, where the company has no real office address or registration number.
- Urgency and/or confidentiality required.
Verification:
- Check if the recruiter is registered on MEA's e-Migrate portal-this is a portal where MEA lists authorised overseas recruiters.
- Verify the authenticity of the company through its business registration with official registries in the foreign country.
- Contact the Indian Embassy/Consulate in that foreign country if something doesn't add up about the offer.
- Do not hand over your passport to your employer on arrival; it is standard practice for recruiters working as traffickers to confiscate it.
What to do if trapped:
- Contact the closest Indian embassy or consulate immediately.
- Call the MEA overseas helpline: 1800-11-3090.
- Lodge a report on the National Cybercrime Reporting Portal (cybercrime.gov.in).
Policy Imperatives
On their own, individual consciousness cannot undo such a massive criminal infrastructure. India has to enforce the Emigration Act rigorously, implement mandatory licensing of recruitment agents and create a specialised task force consisting of NIA, CBI, MEA and the states’ cybercrime units. Pre-departure orientations should also become mandatory for migrant workers who go to Southeast Asia. Globally, India needs to work more closely with Cambodia, Myanmar, Thailand and Laos via intel sharing protocols, victim repatriations and action against scam compounds. Financial probes must be on par with enforcement investigations to catch up with the perpetrators’ network, the cryptocurrency and hawala channels that facilitate money laundering and finance trafficking operations, as that would severely hit these networks.
Conclusion
This arrest of the recruiter in Vellore is just a small piece of a larger network. What we see in these instances is the marriage of cybercrime, trafficking, and financial fraud into a larger transnational ecosystem that systematically preys on the economic vulnerability of individuals. These young Indians are not simply falling for scams; they are being systematically targeted, recruited, trafficked, and forced into these criminal operations by a networked structure. The scam compounds in Cambodia and along the border of Myanmar and Thailand are only the end of a process that very likely starts with a convincing job offer on social media. Fighting cyber slavery will not be as simple as more arrests; we need education and international efforts, as well as policy responses that match the scope and scale of the problem.
References
- https://the420.in/78415-2vellore-man-cambodia-cyber-slavery-trafficking-case/
- https://the420.in/madhan-vadivel-cambodia-cyber-slavery-trafficking-racket-investigation/
- https://www.newsonair.gov.in/tamil-nadu-police-arrest-key-recruiter-in-cambodia-cyber-slavery-racket/
- https://kashmirdotcom.in/2026/05/16/cambodia-linked-human-trafficking-cyber-slavery-racket-nia-chargesheets-five-including-absconding-kingpin/
- https://www.aljazeera.com/news/2025/7/16/more-than-1000-arrested-in-cambodian-cyber-scam-raids
- https://www.pbs.org/newshour/world/why-southeast-asias-online-scam-industry-is-so-hard-to-shut-down
- https://www.cfr.org/articles/how-myanmar-became-global-center-cyber-scams
- https://www.amlrightsource.com/resources/scam-states-the-cybercrime-corruption-complex-in-southeast-asia-and-the-collapse-of-anti-money-laundering-enforcement
- https://newlinesinstitute.org/global-security-mil-priorities/cybercrimes-human-trafficking-and-cryptocurrency-in-southeast-asias-special-economic-zones/
- https://www.theweek.in/news/india/2026/03/21/lured-by-jobs-sold-into-slavery-indias-crackdown-on-cyber-trafficking-continues.html

Introduction
In April 2026, a class action suit in a federal court in California rejuvenated one of the most basic assertions in digital communication: that private messages are private. The suit claims that Meta Platforms, its subsidiary WhatsApp, and third-party contractors such as Accenture could have accessed user messages even though it had long promised end-to-end encryption.
This case is not merely about a single company or a single platform. It poses more profound questions regarding the definition, communication and regulation of privacy in an age when digital infrastructure is becoming more and more incomprehensible or unprovable to regular users.
What the Lawsuit Actually Says
The suit was filed by plaintiffs Brian Y. Shirazi and Nida Samson, who alleged that WhatsApp, Meta and contractors had intercepted and shared private messages with third parties without their consent. The complaint states that the federal investigators were notified by the whistleblowers that employees of Meta and external contractors had access to the content of WhatsApp messages that were expected to be encrypted and inaccessible.
This directly puts into question the main privacy promise of WhatsApp. The platform has been promoting itself as an end-to-end encrypted service in which not even WhatsApp can read your messages. The case asserts that this assertion was deceptive in its application and that no one ever gave any consent prior to their messages being intercepted, stored, or read.
The plaintiffs are proposing to represent a nationwide class of users of WhatsApp who sent or received messages between April 5, 2016, and the current time and subclasses in California and Pennsylvania. The claims involve breach of contract, California laws on privacy and data violations, false advertising and the Pennsylvania Wiretapping and Electronic Surveillance Act.
It should be mentioned that they are allegations. Similar assertions have been refuted by Metacomet in the past, with the company asserting that its encryption frameworks ensure that the company cannot access the messages. The case is in progress, and no facts have been found.
The Grey Area No One Talks About
In order to see the significance of this lawsuit outside the court, it is useful to consider the way modern messaging platforms actually work. In principle, end-to-end encryption means that only the sender and receiver can decipher a message. Even the service provider should not be able to access the content.
However, there is a grey space that is seldom publicly discussed: content moderation. User reports, metadata analysis or restricted message review processes are common methods used by platforms to identify harmful content, like fraud, child exploitation, or spam. The complaint indicates that such moderation procedures might have opened avenues to the content of messages to human reviewers or automated systems more than users were made to think.
This is not the first time that privacy and safety are at odds. Many jurisdictions have also advocated access to encrypted communications through legal means in the name of national security or criminal investigations. What this suit does is put that tension into even more stark relief by asking whether platforms are really open with users about these trade-offs.
The Consent Problem
The emphasis on consent is one of the most significant implications of this case. The plaintiffs claim that the users were never warned that their messages would be accessed by the employees or third parties and were never provided with any meaningful option on the same.
This is where the case turns into a data governance issue, rather than a legal one. Most data protection models consider the legality of data processing to be based on whether the users know how their data is being processed or not. When the accusations are found to be true, then the matter is not technical. It would be a contractual and ethical failure, a disjuncture between what platforms promise and what they do.
The implications are huge to the billions of users who use WhatsApp to communicate, both personally and professionally, and even politically.
What This Means Going Forward
An effective attack on the encryption assertions of WhatsApp might have actual implications for the rest of the digital ecosystem. Users might start doubting that any platform can be really considered to guarantee privacy. The regulators can advocate more stringent disclosure policies and compulsory independent audits of encryption systems. Social networks might have to re-architect their moderation frameworks to make sure that safety features do not silently compromise privacy guarantees that they claim.
Meanwhile, there is a real policy dilemma in this case that cannot be disregarded. Complete privacy may preclude the capacity to identify abuse or hateful material. The manner in which that balance is achieved and, more to the point, the manner in which it is made transparent to users is an issue that has yet to be addressed by policymakers, civil society and the tech industry.
Other technical experts have also questioned the plausibility of the claims in the lawsuit at scale, noting that it would be an extraordinary undertaking to systematically bypass end-to-end encryption. This further supports the argument of independent verification mechanisms. The problem is that users should not be forced to decide what they should believe in more: corporate guarantees or legal charges. There must be rules that can be enforced which are above the two.
Conclusion: Beyond One Lawsuit
The WhatsApp class action is eventually concerning a structural issue within the digital economy. Users are expected to have faith in systems that they cannot observe, on the assertions that they cannot test themselves.
This case is a warning, regardless of whether the allegations are proved or not. Privacy cannot be based on marketing language. It needs legally binding norms, actual transparency in the treatment of data, and external control that will provide users with something more to hang on than a tagline.
References
- https://www.bitdefender.com/en-us/blog/hotforsecurity/lawsuit-claims-meta-can-access-whatsapp-messages-despite-end-to-end-encryption-2
- https://blog.cryptographyengineering.com/2026/02/02/whatsapp-encryption-a-lawsuit-and-a-lot-of-noise/
- https://www.bloomberg.com/news/articles/2026-01-25/lawsuit-claims-meta-can-see-whatsapp-chats-in-breach-of-privacy
- https://www.classaction.org/blog/despite-privacy-promises-meta-third-parties-read-and-store-whatsapp-messages-class-action-lawsuit-alleges