#FactCheck - 2013 Aircraft Video Misleadingly Shared as Ajit Pawar’s Plane Accident

On 22nd October 2024, Jyotiraditya Scindia, Union Minister for Communications, launched the (DoT) Department of Telecoms’ International Incoming Spoofed Calls Prevention System. This was introduced in light of efforts toward preventing international fraudulent calls that enable cyber crimes. A recent report as per PIB claims for the system to have been effective and played a role in a 90% reduction in the number of spoofed international calls, its instances falling from 1.35 Crore to 6 Lakhs within two months of the launch of the system.

International spoof calls are calls that masquerade as numbers originating from within the country when displayed on the target's mobile screen. This is done by manipulating the calling line identity or the CLI, commonly known as the phone number. Previous cases reported mention that such spoof calls have been used for conducting financial scams, impersonating government officials to carry out digital arrests, and inducing panic. Instances of threats of disconnecting numbers by TRAI officials, and narcotics officials on finding drugs or even contraband through couriers are also rampant. 

International Incoming Spoofed Calls Prevention System 

As was addressed in the Budget in 2024, the system was previously called the Centralised International Out Roamer (CIOR), and the DoT was allocated Rs.38.76 crore for the same. The Digital Intelligence Unit (DIU) under the DoT is another project that aims to investigate and research fraudulent use of telecom resources, including messages, scams, and spam - the budget for which has been increased from 50 to 85 crores.

The International Incoming Spoofed Calls Prevention System was implemented in two phases, the first one was at the level of the telephone companies (telcos). Telcos can verify their subscribers and Indian SIMs based on the Indian Telecom Service Providers (TSPs) international long-distance (ILD) network. When a user with an Indian number travels abroad, the roaming feature gets activated, and all calls hit the ILD network of the TSP. This allows the TSP to verify whether the numbers starting with +91 are genuinely making calls from abroad or from India. However, a TSP can only verify numbers that are issued with their TSP ILD network and not those of other TSPs. This issue was addressed in the second phase, as the DIU of DoT and the TSPs built an integrated system so that a centralised database could be used to check for genuine subscribers. 

CyberPeace Outlook

A press release on 23rd December 2024 encouraged the TSPs to label incoming International calls as International calls on the mobile screen of the receiver. Some of them have already started adding labels and are sending awareness messages informing their subscribers of tips on staying safe from scams. Apart from these, there are also applications available online that help in identifying callers and their location, however, these are at the behest of the users' efforts and have moderate trust value. At the level of the public, the practice of blocking unknown international numbers and not calling back, along with awareness regarding country codes is encouraged. Coordinated and updated efforts on the part of the Government and the TSPs are much appreciated in today's time as scammers continue to find new ways to commit cyber crimes using telecommunication resources.

References

1. https://www.hindustantimes.com/india-news/jyotiraditya-scindia-launches-dot-system-to-block-spam-international-calls-101729615441509.html
2. https://www.business-standard.com/india-news/centre-launches-system-to-block-international-spoofed-calls-curb-fraud-124102300449_1.html
3. https://www.opindia.com/2024/12/number-of-spoofed-international-calls-used-in-cyber-crimes-goes-down-by-90-in-2-months/
4. https://www.cnbctv18.com/technology/telecom/telecom-department-anti-spoofed-international-calls-19529459.htm
5. https://pib.gov.in/PressReleaseIframePage.aspx?PRID=2067113
6. https://pib.gov.in/PressReleasePage.aspx?PRID=2087644
7. https://www.hindustantimes.com/india-news/display-international-call-for-calls-from-abroad-to-curb-scams-dot-to-telecos-101735050551449.html 

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Introduction

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In real-time warfare scenarios of this modern age, where actions occur without delay, the relevance of edge computing emerges as paramount. By processing data close to the source in the battlefield with the help of a drone or through video imaging from any military vehicle or aircraft, the concept of edge computing allows the military to point targets faster and strike with accuracy. It also enables local processing to relay central data, helping ground troops get intelligence inputs to act rapidly in critical mission scenarios.  

As the global security landscape experiences a significant transformation in different corners of the world, it presents unprecedented challenges in the present scenario. In this article, we will try to understand how countries can maintain their military capabilities with the help of advanced technologies like edge computing. 

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Edge Computing in Modern Warfare

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Edge computing involves the processing and storage of data at the point of collection on the battlefield, for example, through vehicles and drones, instead of relying on centralized data centers. This enables faster decision-making in real-time. This approach creates a resilient and secure network by reducing reliance on potentially compromised external connections, supporting autonomous systems, precision-based targeting, and data sharing among military personnel, drones, and command centers amidst a challenging environment.

A report released by the US Department of Defence in March 2025 found a crucial reality surrounding the operation of hardware relying on outdated industrial-age processes in the digital era. In the case of applications with video, edge computing helps to deliver significant advantages to a wide range of crucial military operations, which include: 

• Situational awareness with real-time data processing that provides improved battlefield visibility and proper threat detection. 
• Autonomous warfare systems such as drones, which use a tactical edge cloud computing to get the capability to navigate faster. 
• Developing a strong communication and networking capability to secure low-latency communication for troops to stay connected in challenging environments. 
• Ensuring predictive maintenance with the help of effective sensors to carry out edge detection and attrition at an early point, thereby reducing equipment failures. 
• Developing effective targeting and weapons systems to ensure faster processing to enable precision-based targeting and response, besides a strong logistics and supply chain that can provide real-time tracking to improve delivery accuracy and resource management. 

This report also highlighted that the DoD is rapidly updating its software and investing in AI enablers like data sets or MLOps tools. This also stresses the breaking down of integration barriers by enforcing MOSA (Modular Open Systems Approaches), APIs (Application Programming Interface), and modular interfaces to ensure interoperability across platforms, sensors, and networks to make software-defined warfare an effective strategy.  

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Developing Edge with Artificial Intelligence for Future Warfare

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A significant insight from the work of the US Department of Defense is its emphasis on the importance of edge computing in shaping the future of warfare. In that context, the Annual Threat Assessment Report highlights a key limitation of traditional AI strategies that rely on centralised cloud computing, since these might not be suitable for modern battlefields with congested networks and limited bandwidth. The need for real-time data processing requires a distributed and edge-based AI solution to address contemporary threats. This report also directly supports the deployment of effective edge with AI in a defined, disrupted, intermittent, and limited-bandwidth (DDIL) environment. In that case, when the communication networks fail, the edge servers at the edge of the network offer crucial advantages that cloud-dependent systems cannot. This ability to analyse data and make decisions without consistent connectivity and operate with limited computational resources is a strategic necessity. 

The scenario of warfare is a phenomenon that requires maintaining a strong strategic and tactical approach, which, in the present times, is being examined through the domain of digital platforms. Modern warfare patterns demand faster decision-making and edge computing deliveries by shifting the power of distant servers to the frontlines. The US military is already moving in the direction of deploying edge-enabled systems to prove the nature of sensors and networks to compute at the tactical edge to transform warfighting.

However, it can be understood with the help of an example, as creating fusion in the skies with F-35s. As they have showcased the capability of edge computing by fusing sensor data with MADL (Multi-Functional Advanced Data Link) to create a unified picture, making the squadrons a force multiplier. An example of this was visible when an F-35 relayed real-time tracking data, enabling a navy ship to neutralise a missile beyond its range.

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Conclusion: The Way Ahead 

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As the changing nature of warfare moves towards adopting software-defined systems, where edge computing thrives as a futuristic military technology, it calls for the need for integration across all domains of warfighting. But at the same time, several imperatives do emerge, such as: 

• Developing an open architecture that enables both flexibility and innovation. 
• Ensuring an effective connectivity that actually combines a confluence of legacy systems. 
• Developing interoperability among the systems that can function in synergy with all platforms and can function across all domains. 
• Prioritising edge-native AI development systems, where it is also necessary to ensure the shift to adopting cloud-based AI models to create solutions optimised from the ground up for edge deployment. 
• Investing in edge infrastructure to establish a robust edge computing infrastructure that enables rapid deployment by testing and updating AI capabilities across diverse hardware platforms. Like the way the military training academies in India are developing training infrastructures for training officer cadets or personnel to handle drones and all forms of advanced warfare tactics emerging in this age. 
• Fostering talent and expertise by embracing commercial solutions where software talent could be enabled across the enterprises with expertise in edge computing capabilities and AI. In this case, the role of the commercial sector can help to drive innovations in edge AI, and the only way to move in this direction is by leveraging these advances through partnerships and collaborative efforts. 

Taking the example of the ARPANET, which once seeded the modern internet, edge computing can also help to create a transformative network effect within the digital battlespace. In conclusion, future conflicts will be defined by the speed and accuracy provided by the edge, as nations integrating AI and robust edge infrastructures can hold a strong advantage in the multi-domain battlefields in the future.

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References 

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• https://www.idsa.in/mpidsanews/rk-narangs-article-what-the-regions-first-drone-warfare-taught-us-published-in-the-new-indian-express
• https://latentai.com/blog/software-defined-warfare-why-edge-ai-is-critical-to-americas-defense-future/
• https://www.boozallen.com/s/insight/blog/how-the-us-military-is-using-edge-computing.html
• https://capsindia.org/wp-content/uploads/2022/08/RK-Narang-3.pdf
• https://www.newindianexpress.com/opinions/2025/May/12/what-the-regions-first-drone-warfare-taught-us
• https://www.maris-tech.com/blog/edge-computing-in-the-military-challenges-and-solutions/#:~:text=In%20modern%20warfare%2C%20decisions%20need,enables%20precision%20targeting%20and%20response ‍
• https://cassindia.com/digital-soldiers/

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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