#FactCheck: AI-Generated Photo Shared to Claim Boycott of Hindu Sammelan
Executive Summary:
A photo circulating on social media shows a stage with the words “Hindu Sammelan” (Hindu Conference) written in large letters. In front of the stage, rows of chairs appear largely empty, with only a few people seated while most seats remain vacant.
Users sharing the image claim that the event, held under the banner of a “Hindu Sammelan,” was in fact a “Brahmin Sammelan,” and that indigenous communities chose to stay away, resulting in poor attendance.
It is noteworthy that, on the occasion of the centenary year of the Rashtriya Swayamsevak Sangh (RSS), various “Hindu Sammelan” events are being organized across the country. The viral image is being linked to this broader context.
However, research conducted by the CyberPeace found the viral claim to be false. Our research revealed that the image being shared on social media is not authentic but AI-generated and is being circulated with a misleading narrative.
Claim
On February 21, 2026, a Facebook user shared the viral image. The original and archived links are provided below
- https://www.facebook.com/photo?fbid=935049042540479&set=gm.2425972001215469&idorvanity=465387370607285
- https://ghostarchive.org/archive/sxC6d

Fact Check:
A keyword search on Google confirmed that several “Hindu Sammelan” events have indeed been organized across the country as part of the RSS centenary year. For instance, media reports have covered such events in different cities, including Nagpur.

However, upon closely examining the viral image, we observed certain visual inconsistencies and unnatural elements that raised suspicion of AI generation. We first analyzed the image using the AI detection tool Hive Moderation, which indicated a 79.3 percent probability that the image was AI-generated.

To further verify, we scanned the image using another AI detection platform, Sightengine. The results showed a 97 percent likelihood that the image was AI-generated.

Conclusion
Our research confirms that the image circulating on social media is not genuine. It has been artificially created using AI technology and is being shared with a misleading claim.
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Introduction
AI has transformed the way we look at advanced technologies. As the use of AI is evolving, it also raises a concern about AI-based deepfake scams. Where scammers use AI technologies to create deep fake videos, images and audio to deceive people and commit AI-based crimes. Recently a Kerala man fall victim to such a scam. He received a WhatsApp video call, the scammer impersonated the face of the victim’s known friend using AI-based deep fake technology. There is a need for awareness and vigilance to safeguard ourselves from such incidents.
Unveiling the Kerala deep fake video call Scam
The man in Kerala received a WhatsApp video call from a person claiming to be his former colleague in Andhra Pradesh. In actuality, he was the scammer. He asked for help of 40,000 rupees from the Kerala man via google pay. Scammer to gain the trust even mentioned some common friends with the victim. The scammer said that he is at the Dubai airport and urgently need the money for the medical emergency of his sister.
As AI is capable of analysing and processing data such as facial images, videos, and audio creating a realistic deep fake of the same which closely resembles as real one. In the Kerala Deepfake video call scam the scammer made a video call that featured a convincingly similar facial appearance and voice as same to the victim’s colleague which the scammer was impersonating. The Kerala man believing that he was genuinely communicating with his colleague, transferred the money without hesitation. The Kerala man then called his former colleague on the number he had saved earlier in his contact list, and his former colleague said that he has not called him. Kerala man realised that he had been cheated by a scammer, who has used AI-based deep-fake technology to impersonate his former colleague.
Recognising Deepfake Red Flags
Deepfake-based scams are on the rise, as they pose challenges that really make it difficult to distinguish between genuine and fabricated audio, videos and images. Deepfake technology is capable of creating entirely fictional photos and videos from scratch. In fact, audio can be deepfaked too, to create “voice clones” of anyone.
However, there are some red flags which can indicate the authenticity of the content:
- Video quality- Deepfake videos often have compromised or poor video quality, and unusual blur resolution, which might pose a question to its genuineness.
- Looping videos: Deepfake videos often loop or unusually freeze or where the footage repeats itself, indicating that the video content might be fabricated.
- Verify Separately: Whenever you receive requests for such as financial help, verify the situation by directly contacting the person through a separate channel such as a phone call on his primary contact number.
- Be vigilant: Scammers often possess a sense of urgency leading to giving no time to the victim to think upon it and deceiving them by making a quick decision. So be vigilant and cautious when receiving and entertaining such a sudden emergency which demands financial support from you on an urgent basis.
- Report suspicious activity: If you encounter such activities on your social media accounts or through such calls report it to the platform or to the relevant authority.
Conclusion
The advanced nature of AI deepfake technology has introduced challenges in combatting such AI-based cyber crimes. The Kerala man’s case of falling victim to an AI-based deepfake video call and losing Rs 40,000 serves as an alarming need to remain extra vigilant and cautious in the digital age. So in the reported incident where Kerala man received a call from a person appearing as his former colleague but in actuality, he was a scammer and tricking the victim by using AI-based deepfake technology. By being aware of such types of rising scams and following precautionary measures we can protect ourselves from falling victim to such AI-based cyber crimes. And stay protected from such malicious scammers who exploit these technologies for their financial gain. Stay cautious and safe in the ever-evolving digital landscape.

Recently, Apple has pushed away the Advanced Data Protection feature for its customers in the UK. This was done due to a request by the UK’s Home Office, which demanded access to encrypted data stored in its cloud service, empowered by the Investigatory Powers Act (IPA). The Act compels firms to provide information to law enforcement. This move and its subsequent result, however, have raised concerns—bringing out different perspectives regarding the balance between privacy and security, along with the involvement of higher authorities and tech firms.
What is Advanced Data Protection?
Advanced Data Protection is an opt-in feature and doesn’t necessarily require activation. It is Apple’s strongest data tool, which provides end-to-end encryption for the data that the user chooses to protect. This is different from the standard (default) encrypted data services that Apple provides for photos, back-ups, and notes, among other things. The flip side of having such a strong security feature from a user perspective is that if the Apple account holder were to lose access to the account, they would lose their data as well since there are no recovery paths.
Doing away with the feature altogether, the sign-ups have been currently halted, and the company is working on removing existing user access at a later date (which is yet to be confirmed). For the UK users who hadn’t availed of this feature, there would be no change. However, for the ones who are currently trying to avail it are met with a notification on the Advanced Data Protection settings page that states that the feature cannot be enabled anymore. Consequently, there is no clarity whether the data stored by the UK users who availed the former facility would now cease to exist as even Apple doesn’t have access to it. It is important to note that withdrawing the feature does not ensure compliance with the Investigative Powers Act (IPA) as it is applicable to tech firms worldwide that have a UK market. Similar requests to access data have been previously shut down by Apple in the US.
Apple’s Stand on Encryption and Government Requests
The Tech giant has resisted court orders, rejecting requests to write software that would allow officials to access and enable identification of iPhones operated by gunmen (made in 2016 and 2020). It is said that the supposed reasons for such a demand by the UK Home Office have been made owing to the elusive role of end-to-end encryption in hiding criminal activities such as child sexual abuse and terrorism, hampering the efforts of security officials in catching them. Over the years, Apple has emphasised time and again its reluctance to create a backdoor to its encrypted data, stating the consequences of it being more vulnerable to attackers once a pathway is created. The Salt Typhoon attack on the US Telecommunication system is a recent example that has alerted officials, who now encourage the use of end-to-end encryption. Barring this, such requests could set a dangerous precedent for how tech firms and governments operate together. This comes against the backdrop of the Paris AI Action Summit, where US Vice President J.D. Vance raised concerns regarding regulation. As per reports, Apple has now filed a legal complaint against the Investigatory Powers Tribunal, the UK’s judicial body that handles complaints with respect to surveillance power usage by public authorities.
The Broader Debate on Privacy vs. Security
This standoff raises critical questions about how tech firms and governments should collaborate without compromising fundamental rights. Striking the right balance between privacy and regulation is imperative, ensuring security concerns are addressed without dismantling individual data protection. The outcome of Apple’s legal challenge against the IPA may set a significant precedent for how encryption policies evolve in the future.
References
- https://www.bbc.com/news/articles/c20g288yldko
- https://www.bbc.com/news/articles/cgj54eq4vejo
- https://www.bbc.com/news/articles/cn524lx9445o
- https://www.yahoo.com/tech/apple-advanced-data-protection-why-184822119.html
- https://indianexpress.com/article/technology/tech-news-technology/apple-advanced-data-protection-removal-uk-9851486/
- https://www.techtarget.com/searchsecurity/news/366619638/Apple-pulls-Advanced-Data-Protection-in-UK-sparking-concerns
- https://www.computerweekly.com/news/366619614/Apple-withdraws-encrypted-iCloud-storage-from-UK-after-government-demands-back-door-access?_gl=1*1p1xpm0*_ga*NTE3NDk1NzQxLjE3MzEzMDA2NTc.*_ga_TQKE4GS5P9*MTc0MDc0MTA4Mi4zMS4xLjE3NDA3NDEwODMuMC4wLjA.
- https://www.theguardian.com/technology/2025/feb/21/apple-removes-advanced-data-protection-tool-uk-government
- https://proton.me/blog/protect-data-apple-adp-uk#:~:text=Proton-,Apple%20revoked%20advanced%20data%20protection%20
- https://www.theregister.com/2025/03/05/apple_reportedly_ipt_complaint/
- https://www.computerweekly.com/news/366616972/Government-agencies-urged-to-use-encrypted-messaging-after-Chinese-Salt-Typhoon-hack

Introduction
In the age of advanced technology, Cyber threats continue to grow, and so are the cyber hubs. A new name has been added to the cyber hub, Purnia, a city in India, is now evolving as a new and alarming menace-biometric cloning and financial crimes. This emerging cyber threat involves replicating an individual’s biometric data, such as fingerprint or facial recognition, to gain unauthorised access to their bank accounts and carry out fraudulent activities. In this blog, we will have a look at the methods employed, the impact on individuals and institutions, and the necessary steps to mitigate the risk.
The Backdrop
Purnia, a bustling city in the state of Bihar, India, is known for its rich cultural heritage, However, underneath its bright appearance comes a hidden danger—a rising cyber threat with the potential to devastate its citizens’ financial security. Purnia has seen the growth of a dangerous trend in recent years, such as biometric cloning for financial crimes, after several FIRs were registered with Kasba and Amaur police stations. The Police came into action and started an investigation.
Modus Operandi unveiled
The modus Operandi of cyber criminals includes hacking into databases, intercepting data during transactions, or even physically obtaining fingerprints of facial images from objects or surfaces. Let’s understand how they gathered all this data and why Bihar was not targeted.
These criminals are way smart they operate in the three states. They targeted and have open access to obtain registry and agreement paperwork from official websites, albeit it is not available online in Bihar. As a result, the scam was conducted in other states rather than Bihar; further, the fraudsters were involved in downloading the fingerprints, biometrics, and Aadhaar numbers of buyers and sellers from the property registration documents of Andhra Pradesh, Haryana, and Telangana.
After Cloning fingerprints, the fraudster withdrew money after linking with Aadhaar Enabled Payment System (AEPS) from various bank accounts. The fraudsters stamped the fingerprint on rubber trace paper and utilised a polymer stamp machine and heating at a specific temperature with a chemical to make duplicate fingerprints used in unlawful financial transactions from several consumers’ bank accounts.
Investigation Insight
After the breakthrough, the police teams recovered a large number of smartphones, ATM cards, rubber stamps of fingerprints, Aadhar numbers, scanners, Stamp machines, laptops, and chemicals, and along with this, 17 people were arrested.
During the investigation, it was found that the cybercriminals employ Sophisticated money laundering techniques to obscure the illicit origins of the stolen funds. The fraudsters transfer money into various /multiple accounts or use cryptocurrency. Using these tactics makes it more challenging for authorities to trace back money and get it back.
Impact of biometric Cloning scam
The Biometric scam has far-reaching implications both for society, Individuals, and institutions. These kinds of scams cause financial losses and create emotional breakdowns, including anger, anxiety, and a sense of violation. This also broke the trust in a digital system.
It also seriously impacts institutions. Biometric cloning frauds may potentially cause severe reputational harm to financial institutions and organisations. When clients fall prey to such frauds, it erodes faith in the institution’s security procedures, potentially leading to customer loss and a tarnished reputation. Institutions may suffer legal and regulatory consequences, and they must invest money in investigating the incident, paying victims, and improving their security systems to prevent similar instances.
Raising Awareness
Empowering Purnia Residents to Protect Themselves from Biometric Fraud: Purnia must provide its inhabitants with knowledge and techniques to protect their personal information as it deals with the increasing issue of biometric fraud. Individuals may defend themselves from falling prey to these frauds by increasing awareness about biometric fraud and encouraging recommended practices. This blog will discuss the necessity of increasing awareness and present practical recommendations to help Purnia prevent biometric fraud. Here are some tips that one can follow;
- Securing personal Biometric data: It is crucial to safeguard personal biometric data. Individuals should be urged to secure their fingerprints, face scans, and other biometric information in the same way that they protect their passwords or PINs. It is critical to ensure that biometric data is safely maintained and shared with only trustworthy organisations with strong security procedures in place.
- Verifying Service providers: Residents should be vigilant while submitting biometric data to service providers, particularly those providing financial services. Before disclosing any sensitive information, it is important to undertake due diligence and establish the validity and reliability of the organisation. Checking for relevant certificates, reading reviews, and getting recommendations can assist people in making educated judgments and avoiding unscrupulous companies.
- Personal Cybersecurity: Individuals should implement robust cybersecurity practices to reduce the danger of biometric fraud. This includes using difficult and unique passwords, activating two-factor authentication, upgrading software and programs on a regular basis, and being wary of phishing efforts. Individuals should also refrain from providing personal information or biometric data via unprotected networks or through untrustworthy sources.
- Educating the Elderly and Vulnerable Groups: Special attention should be given to educating the elderly and other vulnerable groups who may be more prone to scams. Awareness campaigns may be modified to their individual requirements, emphasising the significance of digital identities, recognising possible risks, and seeking help from reliable sources when in doubt. Empowering these populations with knowledge can help keep them safe from biometric fraud.
Measures to Stay Ahead
As biometric fraud is a growing concern, staying a step ahead is essential. By following these simple steps, one can safeguard themselves.
- Multi-factor Authentication: MFA is one of the best methods for security. MFA creates multi-layer security or extra-layer security against unauthorised access. MFA incorporates a biometric scan and a password.
- Biometric Encryption: Biometric encryption securely stores and transmits biometric data. Rather than keeping raw biometric data, encryption methods transform it into mathematical templates that cannot be reverse-engineered. These templates are utilised for authentication, guaranteeing that the original biometric information is not compromised even if the encrypted data is.
- AI and Machine Learning (ML): AI and ML technologies are critical in detecting and combating biometric fraud. These systems can analyse massive volumes of data in real-time, discover trends, and detect abnormalities. Biometric systems may continually adapt and enhance accuracy by employing AI and ML algorithms, boosting their capacity to distinguish between legitimate users and fraudulent efforts.
Conclusion
The Biometric fraud call needs immediate attention to protect the bankers from the potential consequences. By creating awareness, we can save ourselves; additionally, by working together, we can create a safer digital environment. The use of biometric verification was inculcated to increase factor authentication for a banker. However, we see that the bad actors have already started to bypass the tech and even wreak havoc upon the netizens by draining their accounts of their hard-earned money. The banks and the cyber cells nationwide need to work together in synergy to increase awareness and safety mechanisms to prevent such cyber crimes and create effective and efficient redressal mechanisms for the citizens.