#FactCheck: AI-Generated Audio Falsely Claims COAS Admitted to Loss of 6 Jets and 250 Soldiers
Executive Summary:
A viral video (archive link) claims General Upendra Dwivedi, Chief of Army Staff (COAS), admitted to losing six Air Force jets and 250 soldiers during clashes with Pakistan. Verification revealed the footage is from an IIT Madras speech, with no such statement made. AI detection confirmed parts of the audio were artificially generated.
Claim:
The claim in question is that General Upendra Dwivedi, Chief of Army Staff (COAS), admitted to losing six Indian Air Force jets and 250 soldiers during recent clashes with Pakistan.

Fact Check:
Upon conducting a reverse image search on key frames from the video, it was found that the original footage is from IIT Madras, where the Chief of Army Staff (COAS) was delivering a speech. The video is available on the official YouTube channel of ADGPI – Indian Army, published on 9 August 2025, with the description:
“Watch COAS address the faculty and students on ‘Operation Sindoor – A New Chapter in India’s Fight Against Terrorism,’ highlighting it as a calibrated, intelligence-led operation reflecting a doctrinal shift. On the occasion, he also focused on the major strides made in technology absorption and capability development by the Indian Army, while urging young minds to strive for excellence in their future endeavours.”
A review of the full speech revealed no reference to the destruction of six jets or the loss of 250 Army personnel. This indicates that the circulating claim is not supported by the original source and may contribute to the spread of misinformation.

Further using AI Detection tools like Hive Moderation we found that the voice is AI generated in between the lines.

Conclusion:
The claim is baseless. The video is a manipulated creation that combines genuine footage of General Dwivedi’s IIT Madras address with AI-generated audio to fabricate a false narrative. No credible source corroborates the alleged military losses.
- Claim: AI-Generated Audio Falsely Claims COAS Admitted to Loss of 6 Jets and 250 Soldiers
- Claimed On: Social Media
- Fact Check: False and Misleading
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Introduction
The first activity one engages in while using social media is scrolling through their feed and liking or reacting to posts. Social media users' online activity is passive, involving merely reading and observing, while active use occurs when a user consciously decides to share information or comment after actively analysing it. We often "like" photos, posts, and tweets reflexively, hardly stopping to think about why we do it and what information it contains. This act of "liking" or "reacting" is a passive activity that can spark an active discourse. Frequently, we encounter misinformation on social media in various forms, which could be identified as false at first glance if we exercise caution and avoid validating it with our likes.
Passive engagement, such as liking or reacting to a post, triggers social media algorithms to amplify its reach, exposing it to a broader audience. This amplification increases the likelihood of misinformation spreading quickly as more people interact with it. As the content circulates, it gains credibility through repeated exposure, reinforcing false narratives and expanding its impact.
Social media platforms are designed to facilitate communication and conversations for various purposes. However, this design also enables the sharing, exchange, distribution, and reception of content, including misinformation. This can lead to the widespread spread of false information, influencing public opinion and behaviour. Misinformation has been identified as a contributing factor in various contentious events, ranging from elections and referenda to political or religious persecution, as well as the global response to the COVID-19 pandemic.
The Mechanics of Passive Sharing
Sharing a post without checking the facts mentioned or sharing it without providing any context can create situations where misinformation can be knowingly or unknowingly spread. The problem with sharing and forwarding information on social media without fact-checking is that it usually starts in small, trusted networks before going on to be widely seen across the internet. This web which begins is infinite and cutting it from the roots is necessary. The rapid spread of information on social media is driven by algorithms that prioritise engagement and often they amplify misleading or false content and contribute to the spread of misinformation. The algorithm optimises the feed and ensures that the posts that are most likely to engage with appear at the top of the timeline, thus encouraging a cycle of liking and posting that keeps users active and scrolling.
The internet reaches billions of individuals and enables them to tailor persuasive messages to the specific profiles of individual users. The internet because of its reach is an ideal medium for the fast spread of falsehoods at the expense of accurate information.
Recommendations for Combating Passive Sharing
The need to combat passive sharing that we indulge in is important and some ways in which we can do so are as follows:
- We need to critically evaluate the sources before sharing any content. This will ensure that the information source is not corrupted and used as a means to cause disruptions. The medium should not be used to spread misinformation due to the source's ulterior motives. Tools such as crowdsourcing and AI methods have been used in the past to evaluate the sources and have been successful to an extent.
- Engaging with fact-checking tools and verifying the information is also crucial. The information that has been shared on the post needs to be verified through authenticated sources before indulging in the practice of sharing.
- Being mindful of the potential impact of online activity, including likes and shares is important. The kind of reach that social media users have today is due to several reasons ranging from the content they create, the rate at which they engage with other users etc. Liking and sharing content might not seem much for an individual user but the impact it has collectively is huge.
Conclusion
Passive sharing of misinformation, like liking or sharing without verification, amplifies false information, erodes trust in legitimate sources, and deepens social and political divides. It can lead to real-world harm and ethical dilemmas. To combat this, critical evaluation, fact-checking, and mindful online engagement are essential to mitigating this passive spread of misinformation. The small act of “like” or “share” has a much more far-reaching effect than we anticipate and we should be mindful of all our activities on the digital platform.
References
- https://www.tandfonline.com/doi/full/10.1080/00049530.2022.2113340#summary-abstract
- https://timesofindia.indiatimes.com/city/thane/badlapur-protest-police-warn-against-spreading-fake-news/articleshow/112750638.cms

About Global Commission on Internet Governance
The Global Commission on Internet Governance was established in January 2014 with the goal of formulating and advancing a strategic vision for Internet governance going forward. Independent research on Internet-related issues of international public policy is carried out and supported over the two-year initiative. An official commission report with particular policy recommendations for the future of Internet governance will be made available as a result of this initiative.
There are two goals for the Global Commission on Internet Governance. First, it will encourage a broad and inclusive public discussion on how Internet governance will develop globally. Second, through its comprehensive policy-oriented report and the subsequent marketing of this final report, the Global Commission on Internet Governance will present its findings to key stakeholders at major Internet governance events.
The Internet: exploring the world wide web and the deep web
The Internet can be thought of as a vast networking infrastructure, or network of networks. By linking millions of computers worldwide, it creates a network that allows any two computers, provided they are both online, to speak with one another.
The Hypertext Transfer Protocol is the only language spoken over the Internet and is used by the Web to transfer data. Email, which depends on File Transfer Protocol, Usenet newsgroups, Simple Mail Transfer Protocol, and instant messaging, is also used on the Internet—not the Web. Thus, even though it's a sizable chunk, the Web is only a part of the Internet [1]. In summary, the deep Web is the portion of the Internet that is not visible to the naked eye. It is stuff from the World Wide Web that isn't available on the main Web. Standard search engines cannot reach it. More than 500 times larger than the visible Web is this enormous subset of the Internet [1-2].
The Global Commission on Internet Governance will concentrate on four principal themes:
• Improving the legitimacy of government, including standards and methods for regulation;
• Promoting economic innovation and expansion, including the development of infrastructure, competition laws, and vital Internet resources;
• Safeguarding online human rights, including establishing the idea of technological neutrality for rights to privacy, human rights, and freedom of expression;
• Preventing systemic risk includes setting standards for state behaviour, cooperating with law enforcement to combat cybercrime, preventing its spread, fostering confidence, and addressing disarmament-related issues.
Dark Web
The part of the deep Web that has been purposefully concealed and is unreachable using conventional Web browsers is known as the "dark Web." Dark Web sites are a platform for Internet users who value their anonymity since they shield users from prying eyes and typically utilize encryption to thwart monitoring. The Tor network is a well-known source for content that may be discovered on the dark web. Only a unique Web browser known as the Tor browser is required to access the anonymous Tor network (Tor 2014). It was a technique for anonymous online communication that the US Naval Research Laboratory first introduced as The Onion Routing (Tor) project in 2002. Many of the functionality offered by Tor are also available on I2P, another network. On the other hand, I2P was intended to function as a network inside the Internet, with traffic contained within its boundaries. Better anonymous access to the open Internet is offered by Tor, while a more dependable and stable "network within the network" is provided by I2P [3].
Cybersecurity in the dark web
Cyber crime is not any different than crime in the real world — it is just executed in a new medium: “Virtual criminality’ is basically the same as the terrestrial crime with which we are familiar. To be sure, some of the manifestations are new. But a great deal of crime committed with or against computers differs only in terms of the medium. While the technology of implementation, and particularly its efficiency, may be without precedent, the crime is fundamentally familiar. It is less a question of something completely different than a recognizable crime committed in a completely different way [4].”
Dark web monitoring
The dark Web, in general, and the Tor network, in particular, offer a secure platform for cybercriminals to support a vast amount of illegal activities — from anonymous marketplaces to secure means of communication, to an untraceable and difficult to shut down infrastructure for deploying malware and botnets.
As such, it has become increasingly important for security agencies to track and monitor the activities in the dark Web, focusing today on Tor networks, but possibly extending to other technologies in the near future. Due to its intricate webbing and design, monitoring the dark Web will continue to pose significant challenges. Efforts to address it should be focused on the areas discussed below [5].
Hidden service directory of dark web
A domain database used by both Tor and I2P is based on a distributed system called a "distributed hash table," or DHT. In order for a DHT to function, its nodes must cooperate to store and manage a portion of the database, which takes the shape of a key-value store. Owing to the distributed character of the domain resolution process for hidden services, nodes inside the DHT can be positioned to track requests originating from a certain domain [6].
Conclusion
The deep Web, and especially dark Web networks like Tor (2004), offer bad actors a practical means of transacting in products anonymously and lawfully.
The absence of discernible activity in non-traditional dark web networks is not evidence of their nonexistence. As per the guiding philosophy of the dark web, the actions are actually harder to identify and monitor. Critical mass is one of the market's driving forces. It seems unlikely that operators on the black Web will require a great degree of stealth until the repercussions are severe enough, should they be caught. It is possible that certain websites might go down, have a short trading window, and then reappear, which would make it harder to look into them.
References
- Ciancaglini, Vincenzo, Marco Balduzzi, Max Goncharov and Robert McArdle. 2013. “Deepweb and Cybercrime: It’s Not All About TOR.” Trend Micro Research Paper. October.
- Coughlin, Con. 2014. “How Social Media Is Helping Islamic State to Spread Its Poison.” The Telegraph, November 5.
- Dahl, Julia. 2014. “Identity Theft Ensnares Millions while the Law Plays Catch Up.” CBS News, July 14.
- Dean, Matt. 2014. “Digital Currencies Fueling Crime on the Dark Side of the Internet.” Fox Business, December 18.
- Falconer, Joel. 2012. “A Journey into the Dark Corners of the Deep Web.” The Next Web, October 8.
- Gehl, Robert W. 2014. “Power/Freedom on the Dark Web: A Digital Ethnography of the Dark Web Social Network.” New Media & Society, October 15. http://nms.sagepub.com/content/early/2014/ 10/16/1461444814554900.full#ref-38.
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Introduction
MSMEs, being the cornerstone of the Indian economy, are one of the most vulnerable targets in cyberspace and no enterprise is too small to be a target for malicious actors. MSMEs hardly ever perform a cyber-risk assessment, but when they do, they may run into a number of internal problems, such as cyberattacks brought on by inadequate networking security, online fraud, ransomware assaults, etc. Tackling cyber threats in MSMEs is critical mainly because of their high level of dependance on digital technologies and the growing sophistication of cyber attacks. Protecting them from cyber threats is essential, as a security breach can have devastating consequences, including financial loss, reputational damage, and operational disruptions.
Key Cyber Threats that MSMEs are facing
MSMEs are most vulnerable to are phishing attacks, ransomware, malware and viruses, insider threats, social engineering attacks, supply chain attacks, credential stuffing and brute force attacks and Distributed Denial of Service (DDoS) Attacks. Some of these attacks are described as under-
- Insider threats arise from employees or contractors who intentionally or unintentionally compromise security. It involves data theft, misuse of access privileges, or accidental data exposure.
- Social engineering attacks involve manipulating individuals into divulging confidential information or performing actions that compromise security by pretexting, baiting, and impersonation.
- Supply chain attacks exploit the trust in relationships between businesses and their suppliers and introduce malware, compromise data integrity, and disrupt operations.
- Credential stuffing and brute force attacks give unauthorized access to accounts and systems, leading to data breaches and financial losses.
Challenges Faced by MSMEs in Cybersecurity
The challenges faced by MSMEs in cyber security are mainly due to limited resources and budget constraints which leads to other issues such as a lack of specialized expertise as MSMEs often lack the IT support of cyber security experts. Awareness and training are needed to mitigate poor understanding of cyber threats and their complexity in nature. Vulnerabilities in the supply chain are present as they rely on third-party vendors and partners often, introducing potential supply chain vulnerabilities. Regulatory compliance is often complex and is taken seriously only when an issue crops up but it needs special attention especially with the DPDP Act coming in. The lack of an incident response plan leads to delayed and inadequate responses to cyber incidents, increasing the impact of breaches.
Best Practices for Tackling Cyber Threats for MSMEs
To effectively tackle cyber threats, MSMEs should adopt a comprehensive approach such as:
- Implementing and enforcing strong access controls by using MFA or 2FA and password policies. Limiting employee access as role based and updating the same as and when needed.
- Regularly apply security patches and use automated patch management solutions to prevent exploitation of known vulnerabilities.
- Conduct employee training and awareness programs and promote a security-first approach for the employees and assessing employee readiness to identify improvement areas.
- Implement network security measures by using firewalls and intrusion detection systems. Using secure Wi-Fi networks via strong encryptions and changing default credentials for the router are recommended, as is segmenting networks to limit lateral movement within the network in case of a breach.
- Regular data backup ensures that in case of an attack, data loss can be recovered and made available in secure offsite locations to protect it from unauthorized access.
- Developing an incident response plan that outlines the roles, responsibilities and procedure for responding to cyber incidents with regular drills to ensure readiness and clear communication protocols for incident reporting to regulators, stakeholders and customers.
- Implement endpoint security solutions using antivirus and anti-malware softwares. Devices should be against unauthorized access and implement mobile device management solutions enforcing security policies on employee-owned devices used for work purposes.
- Cyber insurance coverage will help in transferring financial risks in case of cyber incidents. It should have comprehensive coverage including business interruptions, data restoration, legal liabilities and incident response costs.
Recommended Cybersecurity Solutions Tailored for MSMEs
- A Managed Security Service Provider offers outsourced cybersecurity services, including threat monitoring, incident response, and vulnerability management that may be lacking in-house.
- Cloud-Based Security Solutions such as firewall as a service and Security Information and Event Management , provide scalable and cost-effective protection for MSMEs.
- Endpoint Detection and Response (EDR) Tools detect and respond to threats on endpoints, providing real-time visibility into potential threats and automating incident response actions.
- Security Awareness Training Platforms deliver interactive training sessions and simulations to educate employees about cybersecurity threats and best practices.
Conclusion
Addressing cyber threats in MSMEs requires a proactive and multi-layered approach that encompasses technical solutions, employee training, and strategic planning. By implementing best practices and leveraging cybersecurity solutions tailored to their specific needs, MSMEs can significantly enhance their resilience against cyber threats. As cyber threats continue to evolve, staying informed about the latest trends and adopting a culture of security awareness will be essential for MSMEs to protect their assets, reputation, and bottom line.
References:
- https://economictimes.indiatimes.com/small-biz/security-tech/security/cyber-security-pitfalls-and-how-negligence-can-be-expensive-for-msmes/articleshow/99508822.cms?from=mdr
- https://www.investopedia.com/financial-edge/0112/3-ways-cyber-crime-impacts-business.aspx
- https://www.financialexpress.com/business/sme-msme-tech-cisco-launches-new-tool-for-smbs-to-assess-their-cybersecurity-readiness-2538348/
- https://www.cloverinfotech.com/blog/small-businesses-big-problems-are-cyber-attacks-crushing-indias-msmes/