#FactCheck - Misleading Video Allegedly Depicting Trampling of Indian Tri-colour in Kerala or Tamil Nadu Circulates on Social Media

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 

1. 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. 
2. 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 

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Introduction

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The courts in India have repeatedly emphasised the importance of “enhanced customer protection” and “limited liability” on their part. The rationale behind such imperatives is to extend security against exploitation by institutions that are equipped with all the means to manipulate customers. India, with its looming financial literacy gaps that have to be addressed, needs to curb any manipulation on the part of banking institutions. Various studies have highlighted this gap in recent times; for example, according to the National Centre for Financial Education, only 27% of Indian people are financially literate, which is much less than the 42% global average. With only 19% of millennials exhibiting sufficient financial awareness yet expressing high trust in their financial skills, the issue is very worrisome. Thus, the increasing number of financial frauds intensifies the issue. 

Zero Liability in Cyber Frauds: Regulatory Safeguards for Digital Banking Customers

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In light of the growing emphasis on financial inclusion and consumer protection, and in response to the recent rise in complaints regarding unauthorised debits from customer accounts and cards, the framework for assessing customer liability in such cases has been re-evaluated. The RBI’s circular dated July 6, 2017 titled “Customer Protection-Limited Liability of Customers in Unauthorised Electronic Banking Transactions”  serves as the foundation for regulatory protections for Indian customers of digital banking. A clear and organised framework for determining customer accountability is outlined in the circular, which acknowledges the exponential increase in electronic transactions and related scams. It assigns proportional obligations for unauthorised transactions resulting from system-level breaches, client carelessness, and bank contributory negligence. Most importantly it establishes the zero responsibility concept, which protects clients from monetary losses in cases when the bank or another system component is at fault and the client promptly reports the breach. 

This directive’s sophisticated approach to consumer protection is what makes it unique. It requires banks to set up strong fraud prevention systems, proactive alerting systems, and round-the-clock reporting systems. Furthermore, it significantly alters the power dynamics between financial institutions and customers by placing the onus of demonstrating customer negligence completely on the bank. The circular emphasises prompt reversal of funds to impacted customers and requires banks to implement Board-approved policies on liability to redress. As a result, it is a consumer rights charter rather than just a compliance document, promoting confidence and financial accountability in India’s digital banking sector. 

Judicial Endorsement in Reinforcing the Zero Liability Principle

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 In the case of Suresh Chandra Negi & Anr. v. Bank of Baroda & Ors. (Writ (C) No. 24192 of 2022) The Allahabad High Court reaffirmed that the burden of proving consumer accountability rests firmly on the banking institution, hence reaffirming the zero liability concept in circumstances of unapproved electronic banking transactions. The Division bench emphasised the regulatory requirement that banks provide adequate proof before assigning blame to customers, citing Clause 12 of the RBI’s circular dated June 6, 2017, Customer Protection—Limited Liability of Customers in Unauthorised Electronic Banking Transactions. In a similar scenario, the Bombay HC held that a customer is entitled to zero liability when an authorized transaction occurs due to a third-party breach, where the deficiency lies neither with the bank nor the customer, provided the fraud is promptly reported. 

The zero liability principle, as envisaged under Clause 8 of the RBI circular, has emerged as a cornerstone of consumer protection in India’s digital banking ecosystem.  

Another landmark judgment that has given this principle the front stage in addressing banking frauds is Hare Ram Singh vs RBI &Ors. (W.P. (C) 13497/2022) laid down by Delhi HC which is an important legal turning point in the development of the zero liability principle under the RBI’s 2017 framework. The court reiterated the need to evaluate customer diligence in light of new fraud tactics like phishing and vishing by holding the State Bank of India (SBI) liable for a cyber fraud incident even though the transactions were authenticated by OTP. The ruling made it clear that when complex social engineering or technical manipulation is used, banks are nonetheless accountable even if they only rely on OTP validation. The legal protection provided to victims of unauthorised electronic banking transactions is strengthened by the court’s emphasis on the bank having the burden of evidence in accordance with RBI standards. 

Importantly, this ruling lays the full burden of securing digital banking systems on financial organisations and supports the judiciary’s increasing acknowledgement of the digital asymmetry between banks and consumers. It emphasises that prompt consumer reporting, banks’ failure to disclose important credentials, and their own operational errors must all be taken into consideration when determining culpability. As a result, this decision establishes a strong precedent that will increase consumer confidence, promote systemic advancements in digital risk management, and better integrate the zero liability standard into Indian digital banking law. In a time when cyber vulnerabilities are growing, it acts as a beacon for financial accountability. 

Conclusion

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The Zero Liability Principle serves as a vital safety net for customers navigating an increasingly intricate and precarious financial environment in a time when digital transactions are the foundation of contemporary banking. In addition to codifying strong safeguards against unauthorized electronic transactions, the RBI’s 2017 framework rebalanced  the fiduciary relationship by putting financial institutions squarely in charge. Through significant rulings, the courts have upheld this protective culture and emphasised that banks, not the victims of cybercrime, bear the burden of proof. 

It would be crucial to execute these principles consistently, review them frequently, and raise public awareness as India transitions to a more digital economy. In order to ensure that consumers are not only protected but also empowered must become more than just a policy on paper. 

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References

• https://www.business-standard.com/content/specials/making-money-vs-managing-money-india-s-critical-financial-literacy-gap-125021900786_1.html 
• https://www.livelaw.in/high-court/allahabad-high-court/allahabad-high-court-ruling-bank-liability-unauthorized-electronic-transaction-and-customer-fault-297962 
• https://www.mondaq.com/india/white-collar-crime-anti-corruption-fraud/1635616/cyber-law-series-2-issue-10-the-zero-liability-principle-in-cyber-fraud-hare-ram-singh-v-reserve-bank-of-india-ors-case 

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Introduction

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Cyberwarfare has evolved into one of the most decisive instruments of statecraft and conflict. The increasing digitisation of critical infrastructure like power grids, water systems, transportation systems, healthcare networks, and energy sources has made these systems new targets in the war of algorithms. Military logic is evolving to paralyse the nation’s critical infrastructure to keep its resources engaged in repairing them and thereby break the nation’s ability to deter and counter attacks, all without firing a single bullet. 

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From Ransomware to an Invisible Sabotage: The changing nature of warfare

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The operational technology (OT) landscape has become the epicentre of cyber operations, all around the world. Once, which was insulated, related to industrial systems that controlled turbines, pipelines, or dams, they now stand connected to the Internet through supervisory control and data acquisition (SCADA) and the Internet of Things. These connections have also become gateways for attackers, besides enhancing the efficiency of the infrastructural lifelines of the nation.   

Groups like Volt Typhoon, Sandworm, Laurionite, and Cyberavengers have transformed the art of digital infiltration into a strategic shift. Volt Typhoon, which is linked to China, has used “living-off-the-land” techniques to exploit the legitimate administrative tools to remain invisible while scanning the critical infrastructures in the US. Sandworm, which is aligned with Russia’s GRU (Glavnoye Razvedyvatelnoye Upravlenie) or Main Intelligence Directorate (in English), has demonstrated the power of cyber sabotage in real time, as its attacks on Ukraine’s power grids in 2015 and 2021 had left millions in darkness, coinciding with kinetic missile strikes. Meanwhile, the Iranian-affiliated Cyberavengers group, which has weaponised the AI-assisted malware, such as IOCONTROL, that are capable of hijacking water and energy control systems. Each of these systems used in these operations reflects a shift from direct espionage activities to a state of strategic paralysis. 

In comparison to the traditional cybercrime activities that are aimed at stealing data and extortion of money, these campaigns repeatedly target the physical systems, which consist of the machinery that sustains civilian life and military preparedness.  

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The Military Logic behind Cyber Targeting: A Web of Vulnerabilities 

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A critical infrastructure is a complex ecosystem that covers power generation, transportation, communication, and manufacturing are all interconnected, which means a single compromised node can cascade into a national paralysis. For instance, a breach in the systems of the dam can flood an entire city, a grid shutdown can halt water supply to hospitals, and even affect air traffic. The 2015 Black Energy Malware attack in Ukraine has proved this possibility when three utilities were hacked, plunging thousands of homes into darkness. The Iranian hackers once again gained access to the Bowman Avenue Dam of New York and controlled its floodgates, which gave a chilling demonstration of the destructive reality of digital manipulation. 

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The systems remain vulnerable mainly for 3 reasons such as- 

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• Legacy Architectures: Many of these industrial systems were designed decades ago with no built-in cybersecurity mechanisms. 
• Slow Patching and Segmentation Gaps: All updates and segmentation between IT and TO networks often lag, providing open entry points for attackers. 
• Converging with IoT: The integration of smart sensors and cloud-based management tools has expanded the attack surface exponentially. 

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This interconnected fragility has turned our critical infrastructures into both a weapon and a target or a tool for coercion in modern hybrid warfare. Between 2023 and 2024, over 420 cyberattacks were witnessed in several critical global infrastructures, which averaged to 13 attacks per second, according to a news report. These were not just random acts of digital vandalism; they were deliberate and coordinated operational attempts by state-led actors from China, Russia, and Iran. 

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Developing a new Resilience as the new tool of Deterrence 

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Cyber deterrence no longer rests on the fear of retaliation, it relies on the need for resilience. Nations that can absorb attacks, maintain continuity, and recover rapidly would be the true superpowers of this digital age. Segmentation, real-time threat detection, and AI-assisted recovery models are vital pillars of this model of resilience. The logic of modern cyberwarfare is clear, which means that the more a nation digitizes, the more it will need to defend itself. 

However, as the line between war and peace blurs, safeguarding critical infrastructure is no longer just an IT priority; rather, it is a national security doctrine. In this silent theatre of cyberwarfare, survival will depend not only on firepower, but on firewalls. 

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References

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• https://rmcglobal.com/critical-infrastructure-under-siege-the-top-ot-threats-of-2025/
• https://ccdcoe.org/uploads/2018/10/Geers2009_The-Cyber-Threat-to-National-Critical-Infrastructures.pdf
• https://www.researchgate.net/publication/335752979_Cybersecurity_of_Critical_Infrastructure 
• https://arxiv.org/html/2510.04118v1 ‍
• https://www.anapaya.net/blog/top-5-critical-infrastructure-cyberattacks