#FactCheck - Viral Images of Indian Army Eating Near Border area Revealed as AI-Generated Fabrication
Executive Summary:
The viral social media posts circulating several photos of Indian Army soldiers eating their lunch in the extremely hot weather near the border area in Barmer/ Jaisalmer, Rajasthan, have been detected as AI generated and proven to be false. The images contain various faults such as missing shadows, distorted hand positioning and misrepresentation of the Indian flag and soldiers body features. The various AI generated tools were also used to validate the same. Before sharing any pictures in social media, it is necessary to validate the originality to avoid misinformation.




Claims:
The photographs of Indian Army soldiers having their lunch in extreme high temperatures at the border area near to the district of Barmer/Jaisalmer, Rajasthan have been circulated through social media.




Fact Check:
Upon the study of the given images, it can be observed that the images have a lot of similar anomalies that are usually found in any AI generated image. The abnormalities are lack of accuracy in the body features of the soldiers, the national flag with the wrong combination of colors, the unusual size of spoon, and the absence of Army soldiers’ shadows.




Additionally it is noticed that the flag on Indian soldiers’ shoulder appears wrong and it is not the traditional tricolor pattern. Another anomaly, soldiers with three arms, strengtheness the idea of the AI generated image.
Furthermore, we used the HIVE AI image detection tool and it was found that each photo was generated using an Artificial Intelligence algorithm.


We also checked with another AI Image detection tool named Isitai, it was also found to be AI-generated.


After thorough analysis, it was found that the claim made in each of the viral posts is misleading and fake, the recent viral images of Indian Army soldiers eating food on the border in the extremely hot afternoon of Badmer were generated using the AI Image creation tool.
Conclusion:
In conclusion, the analysis of the viral photographs claiming to show Indian army soldiers having their lunch in scorching heat in Barmer, Rajasthan reveals many anomalies consistent with AI-generated images. The absence of shadows, distorted hand placement, irregular showing of the Indian flag, and the presence of an extra arm on a soldier, all point to the fact that the images are artificially created. Therefore, the claim that this image captures real-life events is debunked, emphasizing the importance of analyzing and fact-checking before sharing in the era of common widespread digital misinformation.
- Claim: The photo shows Indian army soldiers having their lunch in extreme heat near the border area in Barmer/Jaisalmer, Rajasthan.
- Claimed on: X (formerly known as Twitter), Instagram, Facebook
- Fact Check: Fake & Misleading
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Introduction
Cyber slavery is a form of modern exploitation that begins with online deception and evolves into physical human trafficking. In recent times, cyber slavery has emerged as a serious threat that involves exploiting individuals through digital means under coercive or deceptive conditions. Offenders target innocent individuals and lure them by giving fake promises to offer them employment or alike. Cyber slavery can occur on a global scale, targeting vulnerable individuals worldwide through the internet and is a disturbing continuum of online manipulation that leads to real-world abuse and exploitation, where individuals are entrapped by false promises and subjected to severe human rights violations. It can take many different forms, such as coercive involvement in cybercrime, forced employment in online frauds, exploitation in the gig economy, or involuntary slavery. This issue has escalated to the highest level where Indians are being trafficked for jobs in countries like Laos and Cambodia. Recently over 5,000 Indians were reported to be trapped in Southeast Asia, where they are allegedly being coerced into carrying out cyber fraud. It was reported that particularly Indian techies were lured to Cambodia for high-paying jobs and later they found themselves trapped in cyber fraud schemes, forced to work 16 hours a day under severe conditions. This is the harsh reality for thousands of Indian tech professionals who are lured under false pretences to employment in Southeast Asia, where they are forced into committing cyber crimes.
Over 5,000 Indians Held in Cyber Slavery and Human Trafficking Rings
India has rescued 250 citizens in Cambodia who were forced to run online scams, with more than 5,000 Indians stuck in Southeast Asia. The victims, mostly young and tech-savvy, are lured into illegal online work ranging from money laundering and crypto fraud to love scams, where they pose as lovers online. It was reported that Indians are being trafficked for jobs in countries like Laos and Cambodia, where they are forced to conduct cybercrime activities. Victims are often deceived about where they would be working, thinking it will be in Thailand or the Philippines. Instead, they are sent to Cambodia, where their travel documents are confiscated and they are forced to carry out a variety of cybercrimes, from stealing life savings to attacking international governmental or non-governmental organizations. The Indian embassy in Phnom Penh has also released an advisory warning Indian nationals of advertisements for fake jobs in the country through which victims are coerced to undertake online financial scams and other illegal activities.
Regulatory Landscape
Trafficking in Human Beings (THB) is prohibited under the Constitution of India under Article
23 (1). The Immoral Traffic (Prevention) Act, of 1956 (ITPA) is the premier legislation for the prevention of trafficking for commercial sexual exploitation. Section 111 of the Bharatiya Nyaya Sanhita (BNS), 2023, is a comprehensive legal provision aimed at combating organized crime and will be useful in persecuting people involved in such large-scale scams. India has also ratified certain bilateral agreements with several countries to facilitate intelligence sharing and coordinated efforts to combat transnational organized crime and human trafficking.
CyberPeace Policy Recommendations
● Misuse of Technology has exploited the new genre of cybercrimes whereby cybercriminals utilise social media platforms as a tool for targeting innocent individuals. It requires collective efforts from social media companies and regulatory authorities to time to time address the new emerging cybercrimes and develop robust preventive measures to counter them.
● Despite the regulatory mechanism in place, there are certain challenges such as jurisdictional challenges, challenges in detection due to anonymity, and investigations challenges which significantly make the issue of cyber human trafficking a serious evolving threat. Hence International collaboration between the countries is encouraged to address the issue considering the present situation in a technologically driven world. Robust legislation that addresses both national and international cases of human trafficking and contains strict penalties for offenders must be enforced.
● Cybercriminals target innocent people by offering fake high-pay job opportunities, building trust and luring them. It is high time that all netizens should be aware of such tactics deployed by bad actors and recognise the early signs of them. By staying vigilant and cross-verifying the details from authentic sources, netizens can safeguard themselves from such serious threats which even endanger their life by putting them under restrictions once they are being trafficked. It is a notable fact that the Indian government and its agencies are continuously making efforts to rescue the victims of cyber human trafficking or cyber slavery, they must further develop robust mechanisms in place to conduct specialised operations by specialised government agencies to rescue the victims in a timely manner.
● Capacity building and support mechanisms must be encouraged by government entities, cyber security experts and Non-Governmental Organisations (NGOs) to empower the netizens to follow best practices while navigating the online landscape, providing them with helpline or help centres to report any suspicious activity or behaviour they encounter, and making them empowered to feel safe on the Internet while simultaneously building defenses to stay protected from cyber threats.
References:
2. https://www.bbc.com/news/world-asia-india-68705913
3. https://therecord.media/india-rescued-cambodia-scam-centers-citizens
4. https://www.the420.in/rescue-indian-tech-workers-cambodia-cyber-fraud-awareness/
7. https://www.dyami.services/post/intel-brief-250-indian-citizens-rescued-from-cyber-slavery
8. https://www.mea.gov.in/human-trafficking.htm
9. https://www.drishtiias.com/blog/the-vicious-cycle-of-human-trafficking-and-cybercrime

In recent months, conversations around the possible shortage of liquefied petroleum gas (LPG), a basic cooking fuel in Indian households, have quietly resurfaced across the country. From whispers in local markets to viral messages circulating on social media, concerns about LPG availability began to take hold in the public imagination. Though the immediacy of the situation has since faded, its echoes remain, reminding us how quickly uncertainty can spread. Like a ripple across still water, a single rumour can travel far, gathering force as it moves and blurring the line between perception and reality.
Against this backdrop, in April 2026, reports began circulating about a potential LPG shortage. The Union Government moved quickly to counter what it identified as misinformation, emphasising that supply remained stable and urging citizens not to engage in panic buying. A noticeable disconnect emerged between official communication and public perception. Across different regions, signs of anxiety-driven behaviour became evident. Instances of panic buying and hoarding increased, law enforcement agencies conducted raids to address such actions, and opportunistic thefts were reported, often exploiting widespread concern. These incidents highlight how misinformation, even when addressed promptly, can continue to shape public behaviour.
It is worth noting that rising prices also played a role in shaping public response, as increases in LPG rates contributed to a sense of urgency among consumers. Therefore, the surge in panic buying cannot be attributed solely to misinformation, but rather to a combination of economic pressures and perceived scarcity.
Misinformation Ecosystem - From Rumours to Behaviour
The spread of misinformation is occurring at an unprecedented pace and is, in large part, driven by the viral nature of social media. Digital platforms not only enable the rapid dissemination of information but also allow it to be amplified in ways that would not be possible through traditional media outlets. Often, the drive for virality outweighs any concern for accuracy, meaning that many individuals who spread misinformation are motivated more by the pursuit of attention than by any ideological agenda. Recent arrests of individuals involved in spreading misinformation about LPG and petrol shortages, much of which went viral, suggest that misinformation today is frequently driven by the desire for visibility rather than ideological motives. The information being circulated has largely followed a similar pattern, focusing on fears of an LPG shortage, expectations of price increases, and concerns about supply disruptions. Even though this information has not been verified, it has triggered behavioural responses among individuals. In several areas, including parts of Uttar Pradesh and Goa, the spread of misinformation through social media has led to panic buying, despite official assurances that there would be sufficient LPG supply to meet demand.
The impact of panic buying, and its associated misinformation, has already been seen in multiple sectors; these increased demands have placed pressure on the distribution network, leading to disruptions in access, as well as being out of stock of certain products. In many cases, commercial users of products (especially restaurants) have experienced significant disruption, threatening their continued operations, and industry representatives have alerted others about the inconsistent supply of commercial cylinders; likewise, consumers (households) are beginning to switch to alternative products (e.g., induction cooking) as a reflection of the anticipatory mindset to address the uncertainty created through perceptions of Product Scarcity.
State Response: Managing Misinformation or Behaviour?

The government has taken a variety of approaches, from advisories and enforcement actions to communicating with citizens indirectly. For example, State Governments have been directed to combat misinformation, monitor supply chains and take action against hoarding and black market activity. There has been a significant increase in the level of large- scale enforcement activity, with over 3,700 raids carried out to crack down on hoarding and black marketing related to LPG, in addition to confiscating cylinders and issuing penalties to those who break the law. In addition, the authorities have also focused on maintaining regular communication with the public in order to reassure them about the supply of LPG and fuel stability.
Geopolitical Context: Why Rumours Are Believable
Understanding today’s panic requires an understanding of the global environment: i.e., due to the ongoing conflict in West Asia, the energy markets are unstable, and energy supply is uncertain not only in West Asia but across a large part of the world. Even if domestic supply remains stable, public perception is affected by global instability. A clear example of this can be seen in neighbouring countries to India; Pakistan has seen significant increases in the cost of fuel, implemented measures such as reducing the number of days individuals work each week, and has created public support mechanisms; Bangladesh has imposed restrictions on the use of energy, has shortened the number of hours individuals can operate businesses each day, and has restricted the total amount of energy used; Sri Lanka has begun to ration fuel, and to increase the price of petrol; and Nepal has reduced the numbers of days individuals may work each week, and has adjusted supply.
All of these examples are not isolated instances, but are markers of a common regional environment. As we live in a global community that is connected in many ways, these developments will quickly affect public expectations everywhere. Therefore, for consumers in India, seeing evidence of rationing of fuel and shortages of fuel in neighbouring countries increases their belief that these types of problems could occur in their country.
Critical Perspective: Between Panic and Precaution
The LPG incident has brought about questions surrounding the nature of misinformation in terms of its definition & regulation. One of the main concerns is whether or not "misinformation" is being cast too widely. To be sure, false claims need to be addressed; however, not everything that is responded to publicly is based on untrue facts, as many times public responses are based on perceived risk via global and/or local incidents that occur. Perhaps the greatest challenge is the difficulty in differentiating precaution and panic. People’s memories of the COVID-19 pandemic are fresh in their minds and will serve to influence their behaviours moving onward, in that many people are stockpiling or preparing for uncertainty not out of irrational fear, but as an anticipatory response to their prior experiences.
Conclusion
The Indian LPG "crisis" is not so much a problem with actual supply chain breakdown as it is a result of how information and behaviour are connected through perception. This cohabitating environment of panic buying, law enforcement, and government assurance demonstrates an evident disconnect and gap between how governments present a narrative and how the public responds. While there is some role of misinformation within this discourse, the misinformation itself extends beyond any or all false claims about LPG supply and operates within a greater ecosystem of global uncertainty and personal experience. As such, and because of this, perception becomes an incredibly strong force in itself that produces true economic consequences.
Reference
- https://www.pib.gov.in/PressReleasePage.aspx?PRID=2248640&utm_source®=3&lang=2
- https://www.pmindia.gov.in/en/news_updates/pm-addresses-the-lok-sabha-on-the-ongoing-conflict-in-west-asia/
- https://www.ndtv.com/delhi-news/iran-war-middle-east-conflict-why-the-lpg-crisis-is-forcing-migrants-to-quietly-leave-delhi-11313629
- https://timesofindia.indiatimes.com/city/bareilly/thieves-steal-108-lpg-cylinders-from-godown-in-up/articleshow/130035518.cms
- https://indianexpress.com/article/india/arrested-rumours-lpg-petrol-shortage-police-chasing-views-10614193/
- https://www.hindustantimes.com/cities/lucknow-news/social-media-rumours-fuel-panic-buying-in-some-up-districts-situation-normal-in-lucknow-101774465353107.html
- https://timesofindia.indiatimes.com/city/goa/fear-of-shortage-price-rise-fuels-panic-buying-across-goa/articleshow/129810144.cms
- https://www.news18.com/cities/new-delhi-news/online-rumours-offline-rush-panic-buying-sweeps-petrol-pumps-across-cities-whats-the-truth-ws-ln-9995684.html
- https://m.economictimes.com/news/india/3700-raids-conducted-across-country-to-wipe-out-lpg-black-marketing-says-centre/articleshow/130025232.cms
- https://www.reuters.com/business/energy/induction-stoves-fly-off-shelves-india-gas-shortage-fears-spark-panic-buying-2026-03-12/
- https://www.ndtv.com/india-news/restaurant-body-warns-of-closures-over-commercial-lpg-supply-concerns-writes-to-minister-11194418
- https://www.freepressjournal.in/mumbai/fpj-dialogue-we-are-getting-only-1-cylinder-instead-of-10-says-ahar-president-vijay-shetty-on-mumbai-lpg-crisis
- https://www.hindustantimes.com/world-news/fuel-cuts-wfh-and-more-how-indias-neighbours-are-dealing-with-global-energy-crisis-triggered-by-us-iran-war-101775397199941.html
- https://www.abc.net.au/news/2026-03-30/four-step-fuel-supply-plan-national-cabinet-fuel-crisis/106512706
- https://tribune.net.ph/2026/04/07/philippines-scrambles-as-regional-oil-crisis-hits

Introduction
Generative AI, particularly deepfake technology, poses significant risks to security in the financial sector. Deepfake technology can convincingly mimic voices, create lip-sync videos, execute face swaps, and carry out other types of impersonation through tools like DALL-E, Midjourney, Respeecher, Murf, etc, which are now widely accessible and have been misused for fraud. For example, in 2024, cybercriminals in Hong Kong used deepfake technology to impersonate the Chief Financial Officer of a company, defrauding it of $25 million. Surveys, including Regula’s Deepfake Trends 2024 and Sumsub reports, highlight financial services as the most targeted sector for deepfake-induced fraud.
Deepfake Technology and Its Risks to Financial Systems
India’s financial ecosystem, including banks, NBFCs, and fintech companies, is leveraging technology to enhance access to credit for households and MSMEs. The country is a leader in global real-time payments and its digital economy comprises 10% of its GDP. However, it faces unique cybersecurity challenges. According to the RBI’s 2023-24 Currency and Finance report, banks cite cybersecurity threats, legacy systems, and low customer digital literacy as major hurdles in digital adoption. Deepfake technology intensifies risks like:
- Social Engineering Attacks: Information security breaches through phishing, vishing, etc. become more convincing with deepfake imagery and audio.
- Bypassing Authentication Protocols: Deepfake audio or images may circumvent voice and image-based authentication systems, exposing sensitive data.
- Market Manipulation: Misleading deepfake content making false claims and endorsements can harm investor trust and damage stock market performance.
- Business Email Compromise Scams: Deepfake audio can mimic the voice of a real person with authority in the organization to falsely authorize payments.
- Evolving Deception Techniques: The usage of AI will allow cybercriminals to deploy malware that can adapt in real-time to carry out phishing attacks and inundate targets with increased speed and variations. Legacy security frameworks are not suited to countering automated attacks at such a scale.
Existing Frameworks and Gaps
In 2016, the RBI introduced cybersecurity guidelines for banks, neo-banking, lending, and non-banking financial institutions, focusing on resilience measures like Board-level policies, baseline security standards, data leak prevention, running penetration tests, and mandating Cybersecurity Operations Centres (C-SOCs). It also mandated incident reporting to the RBI for cyber events. Similarly, SEBI’s Cybersecurity and Cyber Resilience Framework (CSCRF) applies to regulated entities (REs) like stock brokers, mutual funds, KYC agencies, etc., requiring policies, risk management frameworks, and third-party assessments of cyber resilience measures. While both frameworks are comprehensive, they require updates addressing emerging threats from generative AI-driven cyber fraud.
Cyberpeace Recommendations
- AI Cybersecurity to Counter AI Cybercrime: AI-generated attacks can be designed to overwhelm with their speed and scale. Cybercriminals increasingly exploit platforms like LinkedIn, Microsoft Teams, and Messenger, to target people. More and more organizations of all sizes will have to use AI-based cybersecurity for detection and response since generative AI is becoming increasingly essential in combating hackers and breaches.
- Enhancing Multi-factor Authentication (MFA): With improving image and voice-generation/manipulation technologies, enhanced authentication measures such as token-based authentication or other hardware-based measures, abnormal behaviour detection, multi-device push notifications, geolocation verifications, etc. can be used to improve prevention strategies. New targeted technological solutions for content-driven authentication can also be implemented.
- Addressing Third-Party Vulnerabilities: Financial institutions often outsource operations to vendors that may not follow the same cybersecurity protocols, which can introduce vulnerabilities. Ensuring all parties follow standardized protocols can address these gaps.
- Protecting Senior Professionals: Senior-level and high-profile individuals at organizations are at a greater risk of being imitated or impersonated since they hold higher authority over decision-making and have greater access to sensitive information. Protecting their identity metrics through technological interventions is of utmost importance.
- Advanced Employee Training: To build organizational resilience, employees must be trained to understand how generative and emerging technologies work. A well-trained workforce can significantly lower the likelihood of successful human-focused human-focused cyberattacks like phishing and impersonation.
- Financial Support to Smaller Institutions: Smaller institutions may not have the resources to invest in robust long-term cybersecurity solutions and upgrades. They require financial and technological support from the government to meet requisite standards.
Conclusion
According to The India Cyber Threat Report 2025 by the Data Security Council of India (DSCI) and Seqrite, deepfake-enabled cyberattacks, especially in the finance and healthcare sectors, are set to increase in 2025. This has the potential to disrupt services, steal sensitive data, and exploit geopolitical tensions, presenting a significant risk to the critical infrastructure of India.
As the threat landscape changes, institutions will have to continue to embrace AI and Machine Learning (ML) for threat detection and response. The financial sector must prioritize robust cybersecurity strategies, participate in regulation-framing procedures, adopt AI-based solutions, and enhance workforce training, to safeguard against AI-enabled fraud. Collaborative efforts among policymakers, financial institutions, and technology providers will be essential to strengthen defenses.
Sources
- https://sumsub.com/newsroom/deepfake-cases-surge-in-countries-holding-2024-elections-sumsub-research-shows/
- https://www.globenewswire.com/news-release/2024/10/31/2972565/0/en/Deepfake-Fraud-Costs-the-Financial-Sector-an-Average-of-600-000-for-Each-Company-Regula-s-Survey-Shows.html
- https://www.sipa.columbia.edu/sites/default/files/2023-05/For%20Publication_BOfA_PollardCartier.pdf
- https://edition.cnn.com/2024/02/04/asia/deepfake-cfo-scam-hong-kong-intl-hnk/index.html
- https://www.rbi.org.in/Commonman/English/scripts/Notification.aspx?Id=1721
- https://elplaw.in/leadership/cybersecurity-and-cyber-resilience-framework-for-sebi-regulated-entities/
- https://economictimes.indiatimes.com/tech/artificial-intelligence/ai-driven-deepfake-enabled-cyberattacks-to-rise-in-2025-healthcarefinance-sectors-at-risk-report/articleshow/115976846.cms?from=mdr