#FactCheck: AI-Generated Audio Falsely Claims COAS Admitted to Loss of 6 Jets and 250 Soldiers

Introduction

‍

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. 

‍

Edge Computing in Modern Warfare

‍

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by the US Department of Defence in March 2025 found a crucial reality surrounding the operation of hardware relying on outdated industrial-age processes in the digital era.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.  

‍

Developing Edge with Artificial Intelligence for Future Warfare

‍

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.

‍

Conclusion: The Way Ahead 

‍

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.

‍

References 

‍

• 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/

Overview:

The National Payments Corporation of India (NPCI) officially revealed on the 31st of July 2024 that its client C-Edge Technologies had been subject to a ransomware attack. These circumstances have caused C-Edge to be separated from retail payment systems to  eliminate more threats to the national payment systems. More than 200 cooperative and regional rural banks have been affected leading to disruptions in normal services including ATM withdrawals and UPI transactions.

About C-Edge Technologies:

C-Edge Technologies was founded in the year 2010 especially to meet the specific requirements of the Indian banking and other allied sectors accentuating more on the cooperative and the regional rural banks. The company offers a range of services such as Core Banking Solutions by functioning as the center of a bank where customers’ records are managed and accounting of transactions takes place, Payment Solutions through the implementation of payment gateways and mobile banking facilities, cybersecurity through threat detection and incident response to protect banking organizations, data analytics and AI through the analytics of big banking data to reduce risks and detect frauds.

Details of Ransomware attack:

Reports say, this ransomware attack has been attributed by the RansomEXX group which primarily targeted Brontoo Technology Solutions, a key collaborator with  C-Edge, through a misconfigured Jenkins server, which allowed unauthorized access to the systems.

The RansomExx group also known as Defray777 or Ransom X utilized a sophisticated variant known as RansomEXX v2.0 to execute the attack. This group often targets large organizations and demands substantial ransoms.  RansomEXX uses various malware tools such as IcedID, Vatet Loader, and PyXie RAT. It typically infiltrates systems through phishing emails, exploiting vulnerabilities in applications and services, including Remote Desktop Protocol (RDP).  The ransomware encrypts files using the Advanced Encryption Standard (AES), with the encryption key further secured using RSA encryption. This dual-layer encryption complicates recovery efforts for victims. RansomEXX operates on a ransomware-as-a-service model, allowing affiliates to conduct attacks using its infrastructure. Earlier in 2021,  it attacked StarHub and Gigabyte’s servers for ransome.

Impact due to the attack:

The immediate consequences of the ransomware attack include:

• Service Disruption: This has negative implications to consumers especially the citizens who use the banks to do their day to day banking activities such as withdrawals and online transactions. Among the complaints some of them relate to cases where the sender’s account has been debited without the corresponding credit to the receiver account.

• Isolation Measures: Likely, NPCI is already following the right measures as it had disconnected C-Edge from its networks to contain the proliferation of the ransomware. This decision was made as a precautionary measure so that all functional aspects in a larger financial system are safeguarded.

Operations resumed:

The National Payments Corporation of India (NPCI) said it has restored connectivity with C-Edge Technologies Ltd after the latter’s network connection was severed by NPCI over security concerns that were evaluated by an external forensic auditing firm. The audit affirmed that all affected systems were contained in order to avoid the occurrence of ransomware attack contagion. All the affected systems were localized in C-Edge’s data center and no repercussion was evidenced regarding the infrastructure of the cooperative banks or the regional rural banks that are involved in the business. Both NPCI and C-Edge Technologies have resumed normalcy so that the banking and financial services being offered by these banks remain safe and secure.

Major Implications for Banking Sector:

The attack on C-Edge Technologies raises several critical concerns for the Indian banking sector:

• Cybersecurity Vulnerabilities: It also shows the weak linkages which are present within the technology system that help smaller sized banks. Nevertheless, the service has been offered by C-Edge regarding their cybersecurity solution, this attack evidence that the securities required should improve in all types of banks and banking applications.

• Financial Inclusion Risks: Co operative and regional rural banks also have its importance in the financial inclusion especially in rural and semi urban areas. Gradually, interruptions to their services pose a risk to signal diminished improvement in financial literacy for the excluded groups contrary to the common year advancement.

• Regulatory Scrutiny: After this event, agencies such as the Reserve Bank of India (RBI) may enhance the examination of the banking sector’s cybersecurity mechanisms. Some of the directives may even require institutions to adhere to higher compliance measures regarding the defense against cyber threats.

Way Forward: Mitigation  

• Strengthening Cybersecurity: It is important to enhance the cyber security to eliminate this kind of attacks in the future. This may include using  better threat detection systems, penetration testing to find the vulnerabilities, system hardening, and network monitoring  from time to time.

• Transition to Cloud-Based Solutions: The application of adaptations in cloud solutions can contribute to the enhancement in operative efficiency as well as optimization in the utilization of resources. The security features of cloud should be implemented for  safety  and protection against cyber threats for SMEs in the banking sector.

• Leveraging AI and Data Analytics: Development of the AI-based solutions for fraud and risk control means that bank organizations get the chance to address threats and to regain clients’ trust.

Conclusion:

This ransomware attack in C-Edge Technologies in the banking sector provides a warning for all the infrastructures. Initial cleanup methodologies and quarantining are effective. The continuous monitoring of cyber security features in the infrastructure and awareness between employees helps to avoid these kinds of attacks.  Building up cyber security areas will also effectively safeguard the institution against other cyber risks in the future and fortify the confidence and reliability of the financial system, especially the regional rural banks.

Reference:

• https://www.businesstoday.in/technology/news/story/c-edge-technologies-a-deep-dive-into-the-indian-fintech-powerhouse-hit-by-major-cyberattack-439657-2024-08-01
• https://www.thehindu.com/sci-tech/technology/customers-at-several-small-sized-banks-affected-as-tech-provider-c-edge-suffers-ransomware-attack/article68470198.ece
• https://www.cnbctv18.com/technology/ransomware-attack-disrupts-over-200-co-operative-banks-regional-rural-banks-19452521.htm
• https://timesofindia.indiatimes.com/city/ahmedabad/ransomware-breach-at-c-edge-impacts-transactions-for-cooperative-banks/articleshow/112180914.cms
• https://www.emsisoft.com/en/blog/41027/ransomware-profile-ransomexx/

‍

Executive Summary

‍
A video showing a snake crawling on the wing of an aircraft during a flight is being widely circulated on social media. The video is being shared with the claim that the sighting of a snake on the aircraft wing caused panic among passengers and crew members during the flight. Several users are sharing the video as a genuine incident. CyberPeace Research Wing ’s research found the viral claim to be misleading. The research revealed that the video does not show a real incident and was created using artificial intelligence (AI).

‍

Claim:

‍

A Facebook user shared the viral video on July 26, 2026, claiming that a snake was spotted on an aircraft during a flight, causing panic. The post stated, “Snake spotted on aircraft during flight, video goes viral!”

The link to the post, archive link and screenshot are provided below:

https://www.facebook.com/reel/2845827375780035 

https://archive.ph/wip/9Yyw6 

‍

‍

Factcheck

‍

To verify the authenticity of the viral video, the Desk analysed several key frames from the footage and conducted a reverse image search. 

However, no credible news report, official information, or reliable source was found linking the video to any real incident involving a snake on an aircraft during a flight.

Upon closely examining the video, the Desk suspected that it may have been generated using AI. To verify this, the video was analysed using the AI detection tool HIVE Moderation. The tool’s analysis also indicated that the video was likely AI-generated, suggesting that it does not depict an actual incident.

‍

‍

As part of further verification, the key frames of the video were also examined using another AI detection tool, Sightengine. The tool’s analysis indicated a 99 per cent probability that the visuals were AI-generated.

‍

‍

Conclusion:

‍

The research established that the viral video does not show a real incident of a snake crawling on an aircraft wing during a flight. The video was created using artificial intelligence (AI) and is being circulated on social media with a misleading claim.

‍