#FactCheck-Bangladesh Video Falsely Shared as Security Forces Action During West Bengal Elections 2026
Executive Summary
As West Bengal heads for vote counting on May 4, 2026, following the second phase of Assembly polling held on April 29, a video is being widely shared on social media. The clip shows security personnel baton-charging civilians, with users claiming it depicts force being used during the West Bengal Assembly Elections 2026. Research by CyberPeace Research Wing found that the viral claim is misleading. The video is actually from Bangladesh and is being falsely linked to the West Bengal elections to spread confusion.
Claim
A Facebook user named “Adv Mohd Salman” shared the clip on April 29, 2026, using Bengal-related hashtags and claiming that voters standing in line were beaten to influence the election outcome. The post alleged that free and fair voting rights were being suppressed.
Fact Check
To verify the claim, we closely examined the viral video. A vehicle visible in the footage had a registration number written in a non-Hindi script. Using Google Lens reverse image search, we found a matching image uploaded on Alamy on December 30, 2018. The image showed a military vehicle with the same script and registration style seen in the viral clip.
According to the description on the platform, the image was taken in Dhaka during Bangladesh’s national elections and showed Bangladeshi army personnel moving through a street near a polling station. This confirms that the viral footage is not related to the 2026 West Bengal Assembly elections.
Conclusion
Our research confirms that the video showing security personnel baton-charging civilians is from Bangladesh, not West Bengal. It is being falsely shared as footage from the 2026 West Bengal Assembly elections to mislead users.
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Introduction
Given the era of digital trust and technological innovation, the age of artificial intelligence has provided a new dimension to how people communicate and how they create and consume content. However, like all borrowed powers, the misuse of AI can lead to terrible consequences. One recent dark example was a cybercrime in Brazil: a sophisticated online scam using deepfake technology to impersonate celebrities of global stature, including supermodel Gisele Bündchen, in misleading Instagram ads. Luring in millions of reais in revenue, this crime clearly brings forth the concern of AI-generative content having rightfully set on the side of criminals.
Scam in Motion
Lately, the federal police of Brazil have stated that this scheme has been in circulation since 2024, when the ads were already being touted as apparently very genuine, using AI-generated video and images. The ads showed Gisele Bündchen and other celebrities endorsing skincare products, promotional giveaways, or time-limited discounts. The victims were tricked into making petty payments, mostly under 100 reais (about $19) for these fake products or were lured into paying "shipping costs" for prizes that never actually arrived.
The criminals leveraged their approach by scaling it up and focusing on minor losses accumulated from every victim, thus christening it "statistical immunity" by investigators. Victims being pocketed only a couple of dollars made most of them stay on their heels in terms of filing a complaint, thereby allowing these crooks extra limbs to shove on. Over time, authorities estimated that the group had gathered over 20 million reais ($3.9 million) in this elaborate con.
The scam was detected when a victim came forth with the information that an Instagram advertisement portraying a deepfake video of Gisele Bündchen was indeed false. With Anna looking to be Gisele and on the recommendation of a skincare company, the deepfake video was the most well-produced fake video. On going further into the matter, it became apparent that the investigations uncovered a whole network of deceptive social media pages, payment gateways, and laundering channels spread over five states in Brazil.
The Role of AI and Deepfakes in Modern Fraud
It is one of the first few large-scale cases in Brazil where AI-generated deepfakes have been used to perpetrate financial fraud. Deepfake technology, aided by machine learning algorithms, can realistically mimic human appearance and speech and has become increasingly accessible and sophisticated. Whereas before a level of expertise and computer resources were needed, one now only requires an online tool or app.
With criminals gaining a psychological advantage through deepfakes, the audiences would be more willing to accept the ad as being genuine as they saw a familiar and trusted face, a celebrity known for integrity and success. The human brain is wired to trust certain visual cues, making deepfakes an exploitation of this cognitive bias. Unlike phishing emails brimming with spelling and grammatical errors, deepfake videos are immersive, emotional, and visually convincing.
This is the growing terrain: AI-enabled misinformation. From financial scams to political propaganda, manipulated media is killing trust in the digital ecosystem.
Legalities and Platform Accountability
The Brazilian government had taken a proactive stance on the issue. In June 2025, the country's Supreme Court held that social media platforms could be held liable for failure to expeditiously remove criminal content, even in the absence of a formal order from a court. The icing on the cake is that that judgment would go a long way in architecting platform accountability in Brazil and potentially worldwide as jurisdictions adopt processes to deal with AI-generated fraud.
Meta, the parent company of Instagram, had said its policies forbid "ads that deceptively use public figures to scam people." Meta claims to use advanced detection mechanisms, trained review teams, and user tools to report violations. The persistence of such scams shows that the enforcement mechanisms still lag the pace and scale of AI-based deception.
Why These Scams Succeed
There are many reasons for the success of these AI-powered scams.
- Trust Due to Familiarity: Human beings tend to believe anything put forth by a known individual.
- Micro-Fraud: Keeping the money laundered from victims small prevents any increase in the number of complaints about these crimes.
- Speed To Create Content: New ads are being generated by criminals faster than ads can be checked for and removed by platforms via AI tools.
- Cross-Platform Propagation: A deepfake ad is then reshared onto various other social networking platforms once it starts gaining some traction, thereby worsening the problem.
- Absence of Public Awareness: Most users still cannot discern manipulated media, especially when high-quality deepfakes come into play.
Wider Implications on Cybersecurity and Society
The Brazilian case is but a microcosm of a much bigger problem. With deepfake technology evolving, AI-generated deception threatens not only individuals but also institutions, markets, and democratic systems. From investment scams and fake charters to synthetic IDs for corporate fraud, the possibilities for abuse are endless.
Moreover, with generative AIs being adopted by cybercriminals, law enforcement faces obstructions to properly attributing, validating evidence, and conducting digital forensics. Determining what is actual and what is manipulated has now given rise to the need for a forensic AI model that has triggered the deployment of the opposite on the other side, the attacker, thus initiating a rising tech arms race between the two parties.
Protecting Citizens from AI-Powered Scams
Public awareness has remained the best defence for people in such scams. Gisele Bündchen's squad encouraged members of the public to verify any advertisement through official brand or celebrity channels before engaging with said advertisements. Consumers need to be wary of offers that appear "too good to be true" and double-check the URL for authenticity before sharing any kind of personal information
Individually though, just a few acts go so far in lessening some of the risk factors:
- Verify an advertisement's origin before clicking or sharing it
- Never share any monetary or sensitive personal information through an unverifiable link
- Enable two-factor authentication on all your social accounts
- Periodically check transaction history for any unusual activity
- Report any deepfake or fraudulent advertisement immediately to the platform or cybercrime authorities
Collaboration will be the way ahead for governments and technology companies. Investing in AI-based detection systems, cooperating on international law enforcement, and building capacity for digital literacy programs will enable us to stem this rising tide of synthetic media scams.
Conclusion
The deepfake case in Brazil with Gisele Bündchen acts as a clarion for citizens and legislators alike. This shows the evolution of cybercrime that profited off the very AI technologies that were once hailed for innovation and creativity. In this new digital frontier that society is now embracing, authenticity stands closer to manipulation, disappearing faster with each dawn.
While keeping public safety will certainly still require great cybersecurity measures in this new environment, it will demand equal contributions on vigilance, awareness, and ethical responsibility. Deepfakes are not only a technology problem but a societal one-crossing into global cooperation, media literacy, and accountability at every level throughout the entire digital ecosystem.
Executive Summary:
Recently, we came upon some AI-generated deep fake videos that have gone viral on social media, purporting to show Indian political figures Prime Minister Narendra Modi, Home Minister Amit Shah, and External Affairs Minister Dr. S. Jaishankar apologizing in public for initiating "Operation Sindoor." The videos are fake and use artificial intelligence tools to mimic the leaders' voices and appearances, as concluded by our research. The purpose of this report is to provide a clear understanding of the facts and to reveal the truth behind these viral videos.
Claim:
Multiple videos circulating on social media claim to show Prime Minister Narendra Modi, Central Home Minister Amit Shah, and External Affairs Minister Dr. S. Jaishankar publicly apologised for launching "Operation Sindoor." The videos, which are being circulated to suggest a political and diplomatic failure, feature the leaders speaking passionately and expressing regret over the operation.
Fact Check:
Our research revealed that the widely shared videos were deepfakes made with artificial intelligence tools. Following the 22 April 2025 Pahalgam terror attack, after “Operation Sindoor”, which was held by the Indian Armed Forces, this video emerged, intending to spread false propaganda and misinformation.
Finding important frames and visual clues from the videos that seemed suspicious, such as strange lip movements, misaligned audio, and facial distortions, was the first step in the fact-checking process. By putting audio samples and video frames in Hive AI Content Moderation, a program for detecting AI-generated content. After examining audio, facial, and visual cues, Hive's deepfake detection system verified that all three of the videos were artificial intelligence (AI) produced.
Below are three Hive Moderator result screenshots that clearly flag the videos as synthetic content, confirming that none of them are authentic or released by any official government source.
Conclusion:
The artificial intelligence-generated videos that claim Prime Minister Narendra Modi, Home Minister Amit Shah, and External Affairs Minister Dr. S. Jaishankar apologized for the start of "Operation Sindoor" are completely untrue. A purposeful disinformation campaign to mislead the public and incite political unrest includes these deepfake videos. No such apology has been made by the Indian government, and the operation in question does not exist in any official or verified capacity. The public must exercise caution, avoid disseminating videos that have not been verified, and rely on reliable fact-checking websites. Such disinformation can seriously affect national discourse and security in addition to eroding public trust.
- Claim: India's top executives apologize publicly for Operation Sindoor blunder.
- Claimed On: Social Media
- Fact Check: AI Misleads
Executive Summary
A video is going viral on social media showing a massive building engulfed in flames and collapsing into debris. It is being widely claimed that Iran launched a powerful attack that destroyed Israel’s army headquarters. However, research by CyberPeace reveals that this claim is misleading. The viral video is AI-generated and has no connection to any real-world event.
Claim
An X (formerly Twitter) user shared the viral video with the caption: “Iran has targeted Israel’s army headquarters. It seems Israel’s dream of becoming ‘Greater Israel’ will remain unfulfilled.”
Post link:
- https://x.com/KAMESHKUMAR96/status/2039009484069368083
Archived version:
- https://archive.ph/HKXkK
- https://x.com/KAMESHKUMAR96/status/2039009484069368083
- https://archive.ph/HKXkK
Similar videos have also been shared by other users on social media:
Fact Check
To verify the claim, we extracted keyframes from the viral video and conducted a reverse image search. During this process, we found several credible media reports confirming that Iran has carried out drone and missile attacks on Israel and the Gulf regions in recent times. However, none of these reports featured the viral video, indicating that it is not authentic footage.
- https://www.youtube.com/watch?v=fxDBX90bYng
A closer examination of the video revealed multiple visual inconsistencies commonly associated with AI-generated content. For instance, a building on the left side appears to bend and collapse in a rubber-like manner—something that is physically unrealistic for structures made of concrete and steel. Additionally, the smoke and flames appear unnatural and lack realistic dynamics.
To further verify, we analyzed the video using the AI detection tool Hive Moderation, which classified it as 99.9% AI-generated.
We also tested the video using the Deepfake-o-Meter platform.The AVSRDD (2025) model detected it as 99.5% AI-generated
Conclusion
Our research clearly establishes that the viral video claiming Iran destroyed Israel’s army headquarters is false and misleading. The footage does not appear in any credible news coverage of recent attacks, which strongly indicates that it is not real. Moreover, multiple AI detection tools consistently classify the video as artificially generated, with extremely high probability scores. Visual anomalies in the clip further support this finding.
