#FactCheck- Old Manipur Convoy Video Falsely Linked to CRPF Deployment in West Bengal
Executive Summary
A video showing a military convoy moving along a road is being widely circulated on social media with the claim that the entry of CRPF forces into West Bengal has changed the situation on the ground, suggesting strict action is underway during the ongoing elections. However, research by CyberPeace found the claim to be misleading. The video is not recent and has been available online since February 2025.
Claim
The 12-second viral clip shows multiple heavy vehicles moving in a convoy on a road. It has been shared on X (formerly Twitter) with a caption claiming that CRPF’s entry into West Bengal has led to a shift from dialogue to strong action, along with communal assertions.

Fact Check
During the verification process, we found that the same video had been posted by several X users around February 17, 2025. In those earlier posts, the video was described as being from Manipur, not West Bengal.

Further analysis revealed that the video contains background audio in the Manipuri language. To confirm this, we contacted a Manipuri journalist, who stated that the audio includes announcements asking people to stay indoors and avoid gathering on the streets. Notably, this audio is missing in the currently viral version of the clip.Although we could not independently verify the exact date and precise location of the footage, visual elements such as road dividers and streetlight patterns closely resemble those found in Imphal, the capital city of Manipur.

Additionally, reports confirm that central armed police forces have indeed been deployed in West Bengal for election duties in multiple phases. However, there is no evidence linking this specific video to those deployments.

Conclusion
The viral claim is misleading. The video does not show CRPF deployment in West Bengal during the ongoing elections. Instead, it appears to be an older clip from Manipur, likely recorded in early 2025, and has been shared with a false and communal narrative. There is no credible evidence to support the claim made alongside the video. Users are advised to verify content before sharing, especially during sensitive events like elections.
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Cyber attacks in India besides becoming common are also getting deadlier. Each strike has taken proportions to drive home the fact that no one is safe.
Hacker ‘John Wick’, hasn’t spared India’s PM or Paytm. Cyber intelligence firm Cyble which dredges the Dark Web has red-flagged hacking episodes at Truecaller, Dunzo, Unacademy, Naukri.com, Bharat Earth Movers Limited (BEML), LimeRoad and IndiaBulls.Picture this, Mumbai-based cybersecurity firm Sequretek, says in Covid-hit 2020, India has seen a 4000% spike in phishing emails and a 400% uptake in the number of policy violations that have grown over 400% as per the latest statistics.Besides the threat to crucial data, the cost suffered by companies is phenomenal. According to a report by IBM’s ‘Cost of a Data Breach Report 2020’ report, Indian companies witnessed an average $2 Mn total cost of data breach in 2020, this is an increase of 9.4% from 2019.
Another survey by Barracuda Networks revealed that 66% of Indian organisations have had at least one data breach or cybersecurity incident since shifting to a remote working model during the pandemic.
Indian Startups At Mercy Of Cyber Attacks
More recently personal data of 2.8 Lakh WhiteHat Jr students and teachers were exposed, where crucial details of minors have been made available on the dark web. Another major breach that took place this week and exclusively reported by Inc42 was when data of 1.4 Mn job seekers was leaked when jobs portal IIMjobs was hacked.
Vineet Kumar, the founder of Cyber Peace Foundation (CPF), a think tank of cybersecurity and policy experts, said that with the increased digitisation of companies and their processes, data has become the new oil.
“You get good money when you sell users data on the dark web. Hackers discovering vulnerabilities and using SQL injections to pull entire databases remains a common practice for hacking,” Kumar told Inc42.
The CyberPeace Foundation says from mid-April to the end of June it noticed 8,98,7841 attacks, July and August saw 64,52,898 attacks. Whereas September and October saw 1,37,37,516 attacks and 18,149,233 attacks respectively.
Speaking to Inc42, Pankit Desai, cofounder and CEO, Sequretek says, “Originally only a limited set of systems were being exposed, now with WFH all systems have to be exposed to the internet as all your processes are enabled remotely. WFH also creates an additional challenge where ‘personal assets are being used for professional purposes’ and ‘professional assets are being used for personal purposes.”
Malwares like SpyMax, Blackwater are being used as a combination of phishing mails and poorly secured home computers to harvest credentials. These credentials are then used for carrying out attacks. The number of attacks with harvested credentials is already up 30%, the company revealed.
Government data shows that in 2019 alone, India witnessed 3.94 lakh instances of cybersecurity breaches. In terms of hacking of state and central government websites, Indian Computer Emergency Response Team (CERT-In) data shows that a total of 336 websites belonging to central ministries, departments, and state governments were hacked between 2017 and 2019.
According to Nasscom’s Data Security Council of India (DSCI) report 2019, India witnessed the second-highest number of cyber attacks in the world between 2016 and 2018. This comes at a time when digitisation of the Indian economy is predicted to result in a $435 Bn opportunity by 2025.On September 22, the Ministry of Electronics and Information Technology (MeITY) told the Parliament that Indian citizens, commercial and legal entities faced almost 7 lakh cyberattacks till August this year.
The Indian Computer Emergency Response Team (CERT-In) has “reported 49,455, 50,362, 53,117, 208,456, 394,499 and 696,938 cybersecurity incidents during the year 2015, 2016, 2017, 2018, 2019 and 2020 (till August) respectively,” the MeITY said while responding to an unstarred question in the Lok Sabha regarding cyberattacks on Indian citizens and India-based commercial and legal entities.“
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Kumar attributes these numbers to Indian’s lack of basic cyber awareness. However, a poignant point is also the lack of a robust cybersecurity policy in India. Though the issue was touched upon by Prime Minister Narendra Modi during his Independence Day speech on Aug 15, 2020, not much movement has happened on that front.
“Cybersecurity is a very important aspect, which cannot be ignored. The government is alert on this and is working on a new, robust policy,” Modi said.The PM’s announcement was made in the backdrop of the government’s initiative to connect 1.5 lakh gram panchayats through an optical fiber network, thereby increasing the country’s internet connectivity.
With India pipped to take on the world with its IT prowess and increased digital integration the need for a robust policy is now more than ever.
Source: https://inc42.com/buzz/3-94-lakhs-and-counting-how-cyberattacks-are-a-worry-for-digital-india/
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Introduction
The link between social media and misinformation is undeniable. Misinformation, particularly the kind that evokes emotion, spreads like wildfire on social media and has serious consequences, like undermining democratic processes, discrediting science, and promulgating hateful discourses which may incite physical violence. If left unchecked, misinformation propagated through social media has the potential to incite social disorder, as seen in countless ethnic clashes worldwide. This is why social media platforms have been under growing pressure to combat misinformation and have been developing models such as fact-checking services and community notes to check its spread. This article explores the pros and cons of the models and evaluates their broader implications for online information integrity.
How the Models Work
- Third-Party Fact-Checking Model (formerly used by Meta) Meta initiated this program in 2016 after claims of extraterritorial election tampering through dis/misinformation on its platforms. It entered partnerships with third-party organizations like AFP and specialist sites like Lead Stories and PolitiFact, which are certified by the International Fact-Checking Network (IFCN) for meeting neutrality, independence, and editorial quality standards. These fact-checkers identify misleading claims that go viral on platforms and publish verified articles on their websites, providing correct information. They also submit this to Meta through an interface, which may link the fact-checked article to the social media post that contains factually incorrect claims. The post then gets flagged for false or misleading content, and a link to the article appears under the post for users to refer to. This content will be demoted in the platform algorithm, though not removed entirely unless it violates Community Standards. However, in January 2025, Meta announced it was scrapping this program and beginning to test X’s Community Notes Model in the USA, before rolling it out in the rest of the world. It alleges that the independent fact-checking model is riddled with personal biases, lacks transparency in decision-making, and has evolved into a censoring tool.
- Community Notes Model ( Used by X and being tested by Meta): This model relies on crowdsourced contributors who can sign up for the program, write contextual notes on posts and rate the notes made by other users on X. The platform uses a bridging algorithm to display those notes publicly, which receive cross-ideological consensus from voters across the political spectrum. It does this by boosting those notes that receive support despite the political leaning of the voters, which it measures through their engagements with previous notes. The benefit of this system is that it is less likely for biases to creep into the flagging mechanism. Further, the process is relatively more transparent than an independent fact-checking mechanism since all Community Notes contributions are publicly available for inspection, and the ranking algorithm can be accessed by anyone, allowing for external evaluation of the system by anyone.
CyberPeace Insights
Meta’s uptake of a crowdsourced model signals social media’s shift toward decentralized content moderation, giving users more influence in what gets flagged and why. However, the model’s reliance on diverse agreements can be a time-consuming process. A study (by Wirtschafter & Majumder, 2023) shows that only about 12.5 per cent of all submitted notes are seen by the public, making most misleading content go unchecked. Further, many notes on divisive issues like politics and elections may not see the light of day since reaching a consensus on such topics is hard. This means that many misleading posts may not be publicly flagged at all, thereby hindering risk mitigation efforts. This casts aspersions on the model’s ability to check the virality of posts which can have adverse societal impacts, especially on vulnerable communities. On the other hand, the fact-checking model suffers from a lack of transparency, which has damaged user trust and led to allegations of bias.
Since both models have their advantages and disadvantages, the future of misinformation control will require a hybrid approach. Data accuracy and polarization through social media are issues bigger than an exclusive tool or model can effectively handle. Thus, platforms can combine expert validation with crowdsourced input to allow for accuracy, transparency, and scalability.
Conclusion
Meta’s shift to a crowdsourced model of fact-checking is likely to have bigger implications on public discourse since social media platforms hold immense power in terms of how their policies affect politics, the economy, and societal relations at large. This change comes against the background of sweeping cost-cutting in the tech industry, political changes in the USA and abroad, and increasing attempts to make Big Tech platforms more accountable in jurisdictions like the EU and Australia, which are known for their welfare-oriented policies. These co-occurring contestations are likely to inform the direction the development of misinformation-countering tactics will take. Until then, the crowdsourcing model is still in development, and its efficacy is yet to be seen, especially regarding polarizing topics.
References
- https://www.cyberpeace.org/resources/blogs/new-youtube-notes-feature-to-help-users-add-context-to-videos
- https://en-gb.facebook.com/business/help/315131736305613?id=673052479947730
- http://techxplore.com/news/2025-01-meta-fact.html
- https://about.fb.com/news/2025/01/meta-more-speech-fewer-mistakes/
- https://communitynotes.x.com/guide/en/about/introduction
- https://blogs.lse.ac.uk/impactofsocialsciences/2025/01/14/do-community-notes-work/?utm_source=chatgpt.com
- https://www.techpolicy.press/community-notes-and-its-narrow-understanding-of-disinformation/
- https://www.rstreet.org/commentary/metas-shift-to-community-notes-model-proves-that-we-can-fix-big-problems-without-big-government/
- https://tsjournal.org/index.php/jots/article/view/139/57

Introduction
Netizens across the globe have been enjoying the fruits of technological advancements in the digital century. Our personal and professional life has been impacted deeply by the new technologies. The previous year we saw an exponential rise in blockchain integration and the applications of Web 3.0. There is no denying that the Covid-19 pandemic caused a rapid rise in technology and internet penetration all across the globe, bringing the world closer with respect to connectivity and the exchange of ideas and knowledge. Tech advancements have definitely made our lives easier, but the same has also opened the doors to various vulnerabilities and new potential threats. As cyberspace expands, so do the vulnerabilities associated with it, and it is critical we take note of such issues and create safeguards to the extent that such incidents are prevented before they occur. We need to create sustainable and secure cyberspace for future generations.MetaVerse in 2023The metaverse was introduced by Facebook (now Meta) in 2021 as a peak into the future of cyberspace. Since then, tech developers have been working towards arming the metaverse with extraordinary innovations and applications. Netizens came across news like someone bought a house or a plot in the metaverse, someone bought a car in the metaverse, and so on, these news were taken to be the evidence of the netizen’s transition towards the new digital age as we have seen in sci-fi movies. But today this type of news has become history and the metaverse is expanding faster than ever. Let us look at the latest developments and trends in the metaverse-
- Avatar creation - The avatar creation in the metaverse will be a pivotal move as the avatars will represent the user, and essentially it will be the digital, version of the user and will be similar to the user's personal and physical traits to maintain realism in the metaverse.
- Architecture firms - Metaverse has its own set of architects who will be working towards creating your dream home or pro[erty in the metaverse, the heavy code-based services are now being sold just as if they were in the physical space.
- Mining - The metaverse already has companies who are mining gold, silver, petroleum, and other resources for the avatars in the metaverse, for instance, if someone has bought a car in the metaverse, it will still need fuel to run.
- Security firms - These firms are the first line of defenders in the metaverse as they provide tech-based solutions and protocols to secure one’s avatar and belongings in the metaverse.
- Metaverse Police - Interpol, along with its global partner organization has created the metaverse police, who will be working towards creating a safe cyber ecosystem by maintaining compliance with digital laws and ethics.
Advancements beyond metaverse in 2023
Technology continues to be a critical force for change in the world. Technology breakthroughs give enterprises more possibilities to lift their productivity and invent offerings. And while it remains difficult to forecast how technology trends will play out, business leaders can plan ahead better by watching the development of new technologies, anticipating how companies could utilize them, and understanding the factors that impact innovation and adoption.
- Applied observability
It advances the practice of pattern recognition. To foresee and identify abnormalities and offer solutions, one must have the capacity to delve deeply into complicated systems and a stream of data. Data fuels this aspect of tech growth in the future.
- Digital Immune System
To ensure that all major systems operate round-the-clock to deliver uninterrupted services, Digital Immune System will combine observability, AI-augmented testing, chaos engineering, site reliability engineering (SRE), and software supply chain security. This will take the efficiency of the systems to a new level.
- Super apps
These represent the upcoming shift in application usage, design, and development, where consumers will utilise a single app to manage most systems in an enterprise ecosystem. Over 50% of the world’s population will utilise super apps on a daily basis to fulfill their daily personal and professional needs.
- AR/VR and BlockChain technology
A combination of better interconnected, safe, and immersive virtual environments where people and businesses may recreate real-life scenarios will be created by combining AR/VR, AI/ML, IoT, and Blockchain, thus creating a new vertical of innovation with keen technologies of Web 3.0.
- AAI
The next level of AI, i.e., Advanced Artificial Intelligence (AI), will revolutionise machine learning, pattern recognition, and computing. It aims to fully automate processes without requiring any manual input, thus eradicating the issues of human error and bad actor influence completely.
- Corporate Metaverse
Aside from its power as a marketing tool, the metaverse promises to provide platforms, tools, and entire virtual worlds where business can be done remotely, efficiently, and intelligently. We can expect to see the metaverse concept merge with the idea of the “digital twin” – virtual simulations of real-world products, processes, or operations that can be used to test and prototype new ideas in the safe environment of the digital domain. From wind farms to Formula 1 cars, designers are recreating physical objects inside virtual worlds where their efficiency can be stress-tested under any conceivable condition without the resource costs that would be incurred by testing them in the physical world.ConclusionIn 2023, we will see more advanced use cases for technology such as motion capture, which will mean that as well as looking and sounding more like us, our avatars will adopt our own unique gestures and body language. We may even start to see further developments in the fields of autonomous avatars – meaning they won't be under our direct control but will be enabled by AI to act as our representatives in the digital world while we ourselves get on with other, completely unrelated tasks. As we go deeper into cyberspace, we need to remember the basic safety practices and inculcate them with respect to cyberspace and work towards creating string policies and legislations to safeguard the digital rights and duties of the netizen to create a wholesome and interdependent cyber ecosystem.