#FactCheck -AI-Generated Image Falsely Linked to Kotdwar Shop Controversy
Executive Summary
A dispute had recently emerged in Kotdwar, Uttarakhand, over the name of a shop. During the controversy, a local youth, Deepak Kumar, came forward in support of the shopkeeper. The incident subsequently became a subject of discussion on social media, with users expressing varied reactions. Meanwhile, a photo began circulating on social media showing a burqa-clad woman presenting a bouquet to Deepak Kumar. The image is being shared with the claim that All India Majlis-e-Ittehadul Muslimeen (AIMIM)’s women’s president, Rubina, welcomed “Mohammad Deepak Kumar” by presenting him with a bouquet. However, research conducted by the CyberPeace found the viral claim to be false. The research revealed that users are sharing an AI-generated image with a misleading claim.
Claim:
On social media platform Instagram, a user shared the viral image claiming that AIMIM’s women’s president Rubina welcomed “Mohammad Deepak Kumar” by presenting him with a bouquet. The link to the post, its archived version, and a screenshot are provided below.

Fact Check:
Upon closely examining the viral image, certain inconsistencies raised suspicion that it could be AI-generated. To verify its authenticity, the image was analysed using the AI detection tool Hive Moderation, which indicated a 96 percent probability that the image was AI-generated.

In the next stage of the research , the image was also analysed using another AI detection tool, Wasit AI, which likewise identified the image as AI-generated.

Conclusion
The research establishes that users are circulating an AI-generated image with a misleading claim linking it to the Kotdwar controversy.
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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.

Introduction
Embark on a groundbreaking exploration of the Darkweb Metaverse, a revolutionary fusion of the enigmatic dark web with the immersive realm of the metaverse. Unveiling a decentralised platform championing freedom of speech, the Darkverse promises unparalleled diversity of expression. However, as we delve into this digital frontier, we must tread cautiously, acknowledging the security risks and societal challenges that accompany the metaverse's emergence.
The Dark Metaverse is a unique combination of the mysterious dark web and the immersive digital world known as the metaverse. Imagine a place where users may participate in decentralised social networking, communicate anonymously, and freely express a range of viewpoints. It aims to provide an alternative to traditional online platforms, emphasizing privacy and freedom of speech. Nevertheless, it also brings new kinds of criminality and security issues, so it's important to approach this digital frontier cautiously.
In the vast expanse of the digital cosmos, there exists a realm that remains shrouded in mystery to the casual netizen—the dark web. It is a place where the surface web, the familiar territory of Google searches and social media feeds, constitutes a mere 5 per cent of the information iceberg floating in an ocean of data. Beneath this surface lies the deep web and the dark web, comprising the remaining 95 per cent, a staggering figure that beckons the brave and curious to explore its abysmal depths.
Imagine, a platform that not only ventures into these depths but intertwines them with the emerging concept of the metaverse—a digital realm that defeats the limitations of the physical world. This is the vision of the Darkweb Metaverse, the world’s premier endeavour to harness the enigmatic depths of the dark web and fuse it into the immersive experience of the metaverse.
As per Internet User Statistics 2024, There are over 5.3 billion Internet users in the world, meaning over 65% of the world’s population has access to the Internet. The Internet is used for various services. News, entertainment, and communication to name a few. The citizens of developed countries depend on the World Wide Web for a multitude of daily tasks such as academic research, online shopping, E-banking, accessing news and even ordering food online hence the Internet has become an integral part of our daily lives.
Surface Web
This layer of the internet is used by the general public on a daily basis. The contents of this layer are accessed by standard web browsers namely Google Chrome, and Mozilla Firefox to name a few. The contents of this layer of the internet are indexed by these search engines.
Deep Web
This is the second layer of the internet; its contents are not indexed by search engines. The content that is unavailable on the surface web is considered to be a part of the deep web. The deep web comprises a collection of various types of confidential information. Several Schools, Universities, Institutes, Government Offices and Departments, Multinational Companies (MNCs), and Private Companies store their database information and website-oriented server information such as online profile and accounts usernames or IDs and passwords or log in credentials and companies' premium subscription data and monetary transactional records in the Intra-net which is part of the deep web.
Dark Web
It is the least explored part of the internet which is considered to be a hub of various bizarre activities. The contents of the dark web are not indexed by search engines and specific software is required to access this layer of the internet namely TOR (The Onion Router) browser which cloaks to identify its users making them anonymous. The websites of the dark web are identified from .onion TLD (Top Level Domain). Due to anonymity provided in this layer, various criminal activities take place over there including Drugs trading, Arms trading, and Illegal PayPal account details to websites offering child pornography.
The Darkverse
The Darkweb Metaverse is not a mere novelty; it is a revolutionary step forward, a decentralised social networking platform that stands in stark contrast to centralised counterparts like YouTube or Twitter. Here, the spectre of censorship is banished, and the freedom of speech reigns supreme.
The architectonic prowess behind the Darkweb Metaverse is formidable. The development team is a coalition of former infrastructure maestros from Theta Network and virtuosos of metaverse design, bolstered by backend engineers from Gensokishi Metaverse. At the helm is a CEO whose tenure at the apex of large Japanese companies has endowed him with a profound understanding of the landscape, setting a solid foundation for the platform's future triumphs.
Financially, the dark web has been a flourishing underworld, with revenues ranging from $1.5 billion to $3.1 billion between 2020 and 2022. Darkverse, with its emphasis on user-friendliness and safety, is poised to capture a significant portion of this user base. The platform serves as a truly decentralised amalgamation of the Dark Web, Metaverse, and Social Networking Services (SNS), with a mission to provide an unassailable bastion for freedom of speech and expression.
The Darkweb Metaverse is not merely a sanctuary for anonymity and privacy; it is a crucible for the diversity of expression. In a world where centralised platforms can muzzle voices, Darkverse stands as a bulwark against such suppression, fostering a community where a kaleidoscope of opinions and information thrives. The ease of use is unparalleled—a one-time portal that obviates the need for third-party software to access the dark web, protecting users from the myriad risks that typically accompany such ventures.
Moreover, the platform's ability to verify the authenticity of information is a game-changer. In an era laced with misinformation, especially surrounding contentious issues like war, Darkverse offers a sign of truth where the source of information can be scrutinised for its accuracy.
Integrating Technologies
The metaverse will be an immersive iteration of the internet, decked with interactive features of emerging technologies such as artificial intelligence, virtual and augmented reality, 3D graphics, 5G, holograms, NFTs, blockchain and haptic sensors. Each building block, while innovative, carries its own set of risks—vulnerabilities and design flaws that could pose a serious threat to the integrated meta world.
The dark web's very nature of interaction through avatars makes it a perfect candidate for a metaverse iteration. Here, in this anonymous world, commercial and personal engagements occur without the desire to unveil real identities. The metaverse's DNA is well-suited to the dark web, presenting a formidable security challenge as it is likely to evolve more rapidly than its real-world counterpart.
While Meta (formerly Facebook) is a prominent entity developing the metaverse, other key players include NVIDIA, Epic Games, Microsoft, Apple, Decentraland, Roblox Corporation, Unity Software, Snapchat, and Amazon. These companies are integral to constructing the vast network of real-time 3D virtual worlds where users maintain their identities and payment histories.
Yet, with innovation comes risk. The metaverse will necessitate police stations, not as a dystopian oversight but as a means to address the inherent challenges of a new digital society. In India, for instance, the integration of law enforcement within the metaverse could revolutionize the public's interaction with the police, potentially increasing the reporting of crimes.
The Perils within the Darkverse
The metaverse will also be a fertile ground for crimes of a new dimension—identity theft, digital asset hijacking, and the influence of metaverse interactions on real-world decisions. With a significant portion of social media profiles potentially being fraudulent, the metaverse amplifies these challenges, necessitating robust identity access management.
The integration of NFTs into the metaverse ecosystem is not without its security concerns, as token breaches and hacks remain a persistent threat. The metaverse's parallel economy will test the developers' ability to engender trust, a Herculean task that will challenge the boundaries of national economies.
Moreover, the metaverse will be a crucible for social engineering-based attacks, where the real-time and immersive nature of interactions could make individuals particularly vulnerable to deception and manipulation. The potential for early-stage fraud, such as the hyping and selling of virtual assets at unrealistic prices, is a stark reality.
The metaverse also presents numerous risks, particularly for children and adolescents who may struggle to distinguish between virtual and real worlds. The implications of such immersive experiences are intense, with the potential to influence behaviour in hazardous ways.
Security risks extend to the technologies supporting the metaverse, such as virtual and augmented reality. The exploitation of biometric data, the bridging of virtual and real worlds, and the tendency for polarisation and societal isolation are all issues requiring immediate attention.
A Way Forward
As we stand on the cusp of this new digital frontier, it is evident that the metaverse, despite its reliance on blockchain, is not immune to the privacy and security breaches that have plagued conventional IT infrastructure. Data security, Identity theft, network security, and ransomware attacks are just a few of the challenges on the way.
In this quest into the unknown, the Darkweb Metaverse radiates with the promise of freedom and the thrill of discovery. Yet, as we navigate these shadowy depths, we must remain vigilant, for the very technologies that empower us also rear the seeds of our grim vulnerabilities. The metaverse is not just a new chapter in the story of the internet—it is a whole narrative, one that we must write with caution and care.
References
- https://spores.medium.com/the-worlds-first-platform-to-deploy-the-dark-web-in-the-metaverse-releap-ido-on-spores-launchpad-a36387b184de
- https://www.makeuseof.com/how-hackers-sell-trade-data-in-metaverse/
- https://www.demandsage.com/internet-user-statistics/#:~:text=There%20are%20over%205.3%20billion,has%20access%20to%20the%20Internet.
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Introduction
With the advent of cloud computing, new information and asset delivery avenues have become possible, including Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service. With this change, the conventional paradigm of "computer as a product" is replaced with "computing as a service," which is provided to customers via the internet by big data warehouses or the cloud. Additionally, it has brought about an essential shift in how organisations function, allowing them to access computer tools and services online instead of needing to construct and manage their IT systems. As a result, organizations are now more agile, scalable, and efficient and can react swiftly to shifting consumer demands and market situations.
The Growth of Remote and Hybrid Workspaces
Hybrid and remote workplaces are becoming more popular post-pandemic era. Many businesses have used regional workplace solutions to manage a more scattered workforce. IT departments are put in a difficult position since they have to make sure that branch office staff and remote workers can access the information they require safely and dependably. VPNs and Direct Internet Access links are becoming more and more popular, thus IT professionals are coming up with innovative ways for connecting distant locations to the main office while protecting the confidentiality of information.
User Portability
The widespread use of mobile devices for work, along with the growing Bring Your Own Device (BYOD) culture, has significantly contributed to the rise of remote work and flexible work environments. Employees can now connect to corporate systems using either personal or company-issued devices through secure methods such as Virtual Private Networks (VPNs) or cloud-based platforms. This has made teleworking, work-from-home setups, and flexible work hours increasingly common and practical, allowing for greater productivity and work-life balance.
Growing Volume of Traffic
Professionals in the modern workplace must have access to private apps stored in a data centre or a multi-cloud setup. Nevertheless, these programs might not always be easily accessible from branch offices or by remote workers and staff members might not have instant support for IT. Organizations must discover solutions to this problem so that remote workers may consistently and dependably access company resources while also making the most of their current assets. It is important to note that employees need reliable and secure ways to access their work tools from anywhere, just like they would in the office.
Battling Networking and Security Issues in a Post-Pandemic Setting
While many businesses have successfully adopted a cloud-first approach for new system implementations or have deployed specific Software-as-a-Service (SaaS) solutions, many are still struggling to fully reap the benefits of moving most or all of their business software to the cloud.
- Conventional IT frameworks allowed for the creation of the present company applications. Because of this, these applications are frequently inflexible and configured for fixed capacity across a limited number of data facilities. Certain organizations could lack the elements required to oversee an entire cloud migration. This could be the result of things like an affinity for on-premises systems, aversion to alteration, or a lack of experience with cloud systems.
- Although cloud computing might be a cost-effective solution for some workloads, it might not be the best choice overall. Running certain applications in a combination of cloud services or on-premises may be more cost-effective.
- Particularly if they are regionally distributed, workloads requiring high connection speeds or low latency may not be ideal for cloud computing.
- If a corporation lacks authority over the servers in the cloud, it may be concerned about the integrity of its data stored there. Consequently, they would rather keep it inside their data facilities.
- Firms may be restricted in their ability to migrate some types of information to the cloud by legal or compliance regulations.
Networking and Cybersecurity Consolidation: Handling Present Risks
In the past, protecting a network required establishing boundaries and keeping an eye on communication between recognized devices. However, it is now required for a network's components to work together as a cohesive system due to shifting expectations. To do this, flexible network pieces must be able to communicate with one another while also protecting workflows, apps, and payments that move across different devices. The current problem is to effortlessly combine security with network capabilities and connection so that data can flow between constantly moving devices while being inspected, encrypted, and subject to regulation.
Infrastructure and security personnel must update their methods and equipment to better meet these constraints to deliver reliable, efficient, and trustworthy access across users, apps, and regions within an enterprise. Inevitably, networking and safety will eventually merge for improved organizational alignment.
Businesses may stay ahead of the competition in attracting top people in an increasingly diverse and cost-effective workplace by integrating a virtual and physical workforce. The future of security solutions lies in consolidation and platformisation; a cloud-centric Secure Access Service Edge (SASE) the capacity offering paired with network edge capabilities like secured Software-Defined Wide Area Network (SD-WAN) can improve and automate the safety measures of the company while also cutting down on the complexity and expense of managing disparate point remedies.
Safe Networking: Moving Towards This Phenomenon and Concentration of Cybersecurity
Companies relying on conventional networking models often face challenges in securing modern elements, such as cloud-based applications, remote users, mobile devices, and distributed locations, because traditional networks were not designed with these factors in mind. A robust networking strategy integrates both safety and networking into one system to get around these problems. It enhances security posture and network performance. It improves the user's experience and lessens the complexities of management. It is important to combine point product providers into a risk management platform rather than implementing safety measures one at a time. Tighter cooperation, greater efficiency, and a quicker, better-coordinated reaction to network threats are made possible by this.
SASE: A Coordinated Method
Secure Access Service Edge (SASE) is a cloud-based architecture that offers security and networking solutions as needed and unites all edges into a single logical connection.
SASE drivers
Conventional safety measures are ill-suited to deal with the more dispersed and complicated IT environment brought about by the advent of the Internet of Things, edge computing, and telecommuting. Using SASE, security and network services may be accessed from the cloud, eliminating the need to backhaul traffic to a single data centre for safety assessment.
- Distant user traffic assessment and blind spots presented difficulties for companies.
- Full oversight over hybrid network operations is provided by SASE technology, which provides network services including FWaaS, SWG, DLP, and CASB.
- Issues around abnormal port usage and policy violations have arisen as more customers access SaaS apps from different gadgets and regions.
- SASE technology reduces the cost of hiring IT staff by combining safe access to resources from one supplier.
- SASE technology consolidates secure accessibility capabilities from one vendor, hence lowering the cost of hiring IT workers.
- One major benefit of SASE technology is its ease of administration. Even when overseeing multiple offices inside a corporate network, the IT department's job is minimized because a single cloud-based administrator manages the entire system.
Recommendations
- For high-risk use cases, consider utilizing Zero Trust Network Access to supplement or replace the outdated VPN for distant users.
- Take inventory of the gear and agreements in order to progressively replace the branch and perimeter hardware on-site over a few years in favour of delivering SASE functionalities via the cloud.
- Simplify and cut expenses by grouping suppliers when VPN, CASB, and encrypted web portal agreements are up for renewal. Profit from a market that has come together and integrated these security edge services.
- Limit SASE products to a couple of partnering companies.
- Irrespective of location, integrate Zero Trust Network Access (ZTNA) and methods of authorization (such as MFA) for every client, including those in the workplace or branch.
- To meet security and regulatory requirements, select SASE products that provide you control over where inspection takes place, how traffic is directed, what is recorded, and where records are kept.
Conclusion
The development of cloud technology, the rise of offsite and hybrid workplaces, and the increased challenges in communication and privacy following the pandemic highlight the necessity for a comprehensive and integrated strategy. By adopting SASE (Secure Access Service Edge), a cloud-centric framework that enables secure connectivity across diverse environments, businesses can enhance cybersecurity, streamline operations, and adapt to the evolving needs of modern workplaces. This approach ultimately contributes to a safer and more efficient future for information architecture.
References
- https://www.dsci.in/files/content/knowledge-centre/2023/DSCI-Fortinet%20POV%20Paper.pdf
- https://www.datacenterknowledge.com/cloud/cloud-trends-and-cybersecurity-challenges-navigating-future
- https://banagevikas.medium.com/cybersecurity-trends-2024-navigating-the-future-10383ec10efe
Authors:
Soumya Gangele (Intern - Tech & Policy), CyberPeace
Neeraj Soni (Sr. Researcher), CyberPeace