#FactCheck - Deepfake Video Falsely Claims visuals of a massive rally held in Manipur
Executive Summary:
A viral online video claims visuals of a massive rally organised in Manipur for stopping the violence in Manipur. However, the CyberPeace Research Team has confirmed that the video is a deep fake, created using AI technology to manipulate the crowd into existence. There is no original footage in connection to any similar protest. The claim that promotes the same is therefore, false and misleading.
Claims:
A viral post falsely claims of a massive rally held in Manipur.


Fact Check:
Upon receiving the viral posts, we conducted a Google Lens search on the keyframes of the video. We could not locate any authentic sources mentioning such event held recently or previously. The viral video exhibited signs of digital manipulation, prompting a deeper investigation.
We used AI detection tools, such as TrueMedia and Hive AI Detection tool, to analyze the video. The analysis confirmed with 99.7% confidence that the video was a deepfake. The tools identified "substantial evidence of manipulation," particularly in the crowd and colour gradience , which were found to be artificially generated.



Additionally, an extensive review of official statements and interviews with Manipur State officials revealed no mention of any such rally. No credible reports were found linking to such protests, further confirming the video’s inauthenticity.
Conclusion:
The viral video claims visuals of a massive rally held in Manipur. The research using various tools such as truemedia.org and other AI detection tools confirms that the video is manipulated using AI technology. Additionally, there is no information in any official sources. Thus, the CyberPeace Research Team confirms that the video was manipulated using AI technology, making the claim false and misleading.
- Claim: Massive rally held in Manipur against the ongoing violence viral on social media.
- Claimed on: Instagram and X(Formerly Twitter)
- Fact Check: False & Misleading
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Introduction
Pagers were commonly utilized in the late 1990s and early 2000s, especially in fields that needed fast, reliable communication and swift alerts and information sharing. Pagers typically offer a broader coverage range, particularly in remote areas with limited cellular signals, which enhances their dependability. They are simple electronic devices with minimal features, making them easy to use and less prone to technical issues. The decline in their use has been caused by the rise of mobile phones and their extensive features, offering more advanced communication options like voice calls, text messages, and internet access. Despite this, pagers are still used in some specific industries.
A shocking incident occurred on 17th September 2014, where thousands of pager devices exploded within seconds across Lebanon in a synchronized attack, targeting the US-designated terror group Hezbollah. The explosions killed at least 9 and injured over 2,800 individuals in the country that has been caught up in the Israel-Palestine tensions in its backyard.
The Pager Bombs Incident
On Tuesday, 17th September 2024, hundreds of pagers carried by Hezbollah members in Lebanon exploded in an unprecedented attack, surpassing a series of covert assassinations and cyber-attacks in the region over recent years. The Iran-backed militant group claimed the wireless devices began to explode around 3:30 p.m., local time, in a targeted attack on Hezbollah operatives. The pagers that exploded were new and had been purchased by Hezbollah in recent months. Experts say the explosions underscore Hezbollah's vulnerability as its communication network was compromised to deadly effect. Several areas of the country were affected, particularly Beirut's southern suburbs, a populous area that is a known Hezbollah stronghold. At least 9 people were killed, including a child, and about 2,800 people were wounded, overwhelming Lebanese hospitals.
Second Wave of Attack
As per the most recent reports, the next day, following the pager bombing incident, a second wave of blasts hit Beirut and multiple parts of Lebanon. Certain wireless devices such as walkie-talkies, solar equipment, and car batteries exploded, resulting in at least 9 people killed and 300 injured, according to the Lebanese Health Ministry. The attack is said to have embarrassed Hezbollah, incapacitated many of its members, and raised fears about a greater escalation of hostilities between the Iran-backed Lebanese armed group and Israel.
A New Kind of Threat - ‘Cyber-Physical’ Attacks
The incident raises serious concerns about physical tampering with daily-use electronic devices and the possibility of triggering a new age of warfare. This highlights the serious physical threat posed, wherein even devices such as smartwatches, earbuds, and pacemakers could be vulnerable to physical tampering if an attacker gains physical access to them. We are potentially looking at a new age of ‘cyber-physical’ threats where the boundaries between the digital and the physical are blurring rapidly. It raises questions about unauthorised access and manipulation targeting the physical security of such electronic devices. There is a cause for concern regarding the global supply chain across sectors, if even seemingly-innocuous devices can be weaponised to such devastating effect. Such kinds of attacks are capable of causing significant disruption and casualties, as demonstrated by pager bombings in Lebanon, which resulted in numerous deaths and injuries. It also raises questions on the regulatory mechanism and oversights checks at every stage of the electronic device lifecycle, from component manufacturing to the final assembly and shipment or supply. This is a grave issue because embedding explosives and doing malicious modifications by adversaries can turn such electronic devices into weapons.
CyberPeace Outlook
The pager bombing attack demonstrates a new era of threats in warfare tactics, revealing the advanced coordination and technical capabilities of adversaries where they have weaponised the daily use of electronic devices. They have targeted the hardware security of electronic devices, presenting a serious new threat to hardware security. The threat is grave, and has understandably raised widespread apprehension globally. Such kind of gross weaponisation of daily-use devices, specially in the conflict context, also triggers concerns about the violation of International Humanitarian Law principles. It also raises serious questions on the liabilities of companies, suppliers and manufacturers of such devices, who are subject to regulatory checks and ensuring the authenticity of their products.
The incident highlights the need for a more robust regulatory landscape, with stricter supply chain regulations as we adjust to the realities of a possible new era of weaponisation and conflict expression. CyberPeace recommends the incorporation of stringent tracking and vetting processes in product supply chains, along with the strengthening of international cooperation mechanisms to ensure compliance with protocols regarding the responsible use of technology. These will go a long way towards establishing peace in the global cyberspace and restore trust and safety with regards to everyday technologies.
References:
1. https://indianexpress.com/article/what-is/what-is-a-pager-9573113/
5. https://www.theguardian.com/world/2024/sep/18/hezbollah-pager-explosion-lebanon-israel-gold-apollo

Introduction
In the sprawling online world, trusted relationships are frequently taken advantage of by cybercriminals seeking to penetrate guarded systems. The Watering Hole Attack is one advanced method, which focuses on a user’s ecosystem by compromising the genuine sites they often use. This attack method is different from phishing or direct attacks as it quietly exploits the everyday browsing of the target to serve malicious content. The quiet and exact nature of watering hole attacks makes them prevalent amongst Advanced Persistent Threat (APT) groups, especially in conjunction with state-sponsored cyber-espionage operations.
What Qualifies as a Watering Hole Attack?
A Watering Hole Attack targets and infects a trusted website. The targeted website is one that is used by a particular organization or community, such as a specific industry sector. This type of cyberattack is analogous to the method of attack used by animals and predators waiting by the water’s edge for prey to drink. Attackers prey on their targets by injecting malicious code, such as an exploit kit or malware loader, into websites that are popular with their victims. These victims are then infected when they visit said websites unknowingly. This opens as a gateway for attackers to infiltrate corporate systems, harvest credentials, and pivot across internal networks.
How Watering Hole Attacks Unfold
The attack lifecycle usually progresses as follows:
- Reconnaissance - Attackers gather intelligence on the websites frequented by the target audience, including specialized communities, partner websites, or local news sites.
- Website Exploitation - Through the use of outdated CMS software and insecure plugins, attackers gain access to the target website and insert malicious code such as JS or iframe redirections.
- Delivery and Exploitation - The visitor’s browser executes the malicious code injected into the page. The code might include a redirection payload which sends the user to an exploit kit that checks the user’s browser, plugins, operating system, and other components for vulnerabilities.
- Infection and Persistence - The infected system malware such as RATs, keyloggers, or backdoors. These enable lateral and long-term movements within the organisation for espionage.
- Command and Control (C2) - For further instructions, additional payload delivery, and stolen data retrieval, infected devices connect to servers managed by the attackers.
Key Features of Watering Hole Attacks
- Indirect Approach: Instead of going after the main target, attackers focus on sites that the main target trusts.
- Supply-Chain-Like Impact: An infected industry portal can affect many companies at the same time.
- Low Profile: It is difficult to identify since the traffic comes from real websites.
- Advanced Customization: Exploit kits are known to specialize in making custom payloads for specific browsers or OS versions to increase the chance of success.
Why Are These Attacks Dangerous?
Worming hole attacks shift the battlefield to new grounds in cyber warfare on the web. They eliminate the need for firewalls, email shields, and other security measures because they operate on the traffic to and from real, trusted websites. When the attacks work as intended, the following consequences can be expected:
- Stealing Credentials: Including privileged accounts and VPN credentials.
- Espionage: Theft of intellectual property, defense blueprints, or government confidential information.
- Supply Chain Attacks: Resulting in a series of infections among related companies.
- Zero-Day Exploits: Including automated attacks using zero-day exploits for full damage.
Incidents of Primary Concern
The implications of watering hole attacks have been felt in the real world for quite some time. An example from 2019 reveals this, where a known VoIP firm’s site was compromised and used to spread data-stealing malware to its users. Likewise, in 2014, the Operation Snowman campaign—which seems to have a state-backed origin—attempted to infect users of a U.S. veterans’ portal in order to gain access to visitors from government, defense, and related fields. Rounding up the list, in 2021, cybercriminals attacked regional publications focusing on energy, using the publications to spread malware to company officials and engineers working on critical infrastructure, as well as to steal data from their systems. These attacks show the widespread and dangerous impact of watering hole attacks in the world of cybersecurity.
Detection Issues
Due to the following reasons, traditional approaches to security fail to detect watering hole attacks:
- Use of Authentic Websites: Attacks involving trusted and popular domains evade detection via blacklisting.
- Encrypted Traffic: Delivering payloads over HTTPS conceals malicious scripts from being inspected at the network level.
- Fileless Methods: Using in-memory execution is a modern campaign technique, and detection based on signatures is futile.
Mitigation Strategies
To effectively neutralize the threat of watering hole attacks, an organization should implement a defense-in-depth strategy that incorporates the following elements:
- Patch Management and Hardening -
- Conduct routine updates on operating systems, web browsers, and extensions to eliminate exploit opportunities.
- Either remove or reduce the use of high-risk elements such as Flash and Java, if feasible.
- Network Segmentation - Minimize lateral movement by isolating critical systems from the general user network.
- Behavioral Analytics - Implement Endpoint Detection and Response (EDR) tools to oversee unusual behaviors on processes—for example, script execution or dubious outgoing connections.
- DNS Filtering and Web Isolation - Implement DNS-layer security to deny access to known malicious domains and use browser isolation for dangerous sites.
- Threat Intelligence Integration - Track watering hole threats and campaigns for indicators of compromise (IoCs) on advisories and threat feeds.
- Multi-Layer Email and Web Security - Use web gateways integrated with dynamic content scanning, heuristic analysis, and sandboxing.
- Zero Trust Architecture - Apply least privilege access, require device attestation, and continuous authentication for accessing sensitive resources.
Incident Response Best Practices
- Forensic Analysis: Check affected endpoints for any mechanisms set up for persistence and communication with C2 servers.
- Log Review: Look through proxy, DNS, and firewall logs to detect suspicious traffic.
- Threat Hunting: Search your environment for known Indicators of Compromise (IoCs) related to recent watering hole attacks.
- User Awareness Training: Help employees understand the dangers related to visiting external industry websites and promote safe browsing practices.
The Immediate Need for Action
The adoption of cloud computing and remote working models has significantly increased the attack surface for watering hole attacks. Trust and healthcare sectors are increasingly targeted by nation-state groups and cybercrime gangs using this technique. Not taking action may lead to data leaks, legal fines, and break-ins through the supply chain, which damage the trustworthiness and operational capacity of the enterprise.
Conclusion
Watering hole attacks demonstrate how phishing attacks evolve from a broad attack to a very specific, trust-based attack. Protecting against these advanced attacks requires the zero-trust mindset, adaptive defenses, and continuous monitoring, which is multicentral security. Advanced response measures, proactive threat intelligence, and detection technologies integration enable organizations to turn this silent threat from a lurking predator to a manageable risk.
References
- https://www.fortinet.com/resources/cyberglossary/watering-hole-attack
- https://en.wikipedia.org/wiki/Watering_hole_attack
- https://www.proofpoint.com/us/threat-reference/watering-hole
- https://www.techtarget.com/searchsecurity/definition/watering-hole-attack

Introduction
The debate between free speech and social responsibility is one of the oldest, long-running debates in history. Free speech is considered to be at the heart of every democracy. It is considered the “mother” of all other freedoms, enshrined in Article 19(1)(a) of the Indian Constitution under Part III: Fundamental Rights. It takes various shapes and forms according to the sociopolitical context of society. Evelyn Beatrice Hall, a prominent English writer of the 19th century, laid the foundation of every democracy when she wrote in her book, "I disapprove of what you say, but I willdefend to the death your right to say it." The drastic misuse of social media to disseminate propaganda and fakenews makes it a marketplace of half-baked truth, becoming the antithesis ofwhat early philosophers dreamed of for a democratic modern age. Losethe ethics, and there you have it, the modern conceptualisation of freedom ofspeech and expression in the digital age. The right to freedom of speech andexpression is one of the most fundamental rights, but its exercise is notunfettered, and certain limits are placed upon this right under Art. 19 (2).Every right comes with a corresponding duty, and the exercise of such freedomalso puts the citizenry under the responsibility not to violate the rights ofothers and not to use the media to demean any other person.
SocialMedia: The New Public Square or a Weaponised Echo Chamber
InIndia, Art. 19(1)(a) of the constitution guarantees the right to freedom ofspeech and expression, but it is not absolute. Under Art. 19(2), this right issubject to reasonable restrictions in the interest of public order, decency,morality, and national security. This is construed as a freedom for everyindividual to freely express their opinions, but not to incite violence, spreadfalsehoods, or harm others’ dignity. Unfortunately, the boundaries betweenthese are increasingly blurred.
Thedissemination of unfiltered media and the strangulation of innocence by pushingoften vulgar and obscene content down the throats of individuals, withoutverifying the age and gender profile of the social media user, is a big farcein the name of free speech and a conscious attempt by the intermediaries andsocial media platforms such as Facebook, Instagram, Threads, etc., to wriggleout of their responsibility. A prime example is when Meta’s Mark Zuckerberg, on7th January 2025, gave a statement asserting less intervention into what peoplefind on its social media platforms as the new “best practice”. While lessinterference would have worked in a generation that merely operated on thediffering, dissenting, and raw ideas bred by the minds of differentindividuals, it is not the case for this day and age. There has been asignificant rise in cases where social media platforms have been used as abattleground for disputes, spreading communal violence, misinformation, anddisinformation.
Thereis no debate about the fact that social media platforms have fostered a globalexpression, making the world a global village, bringing everyone together. Onthe other hand, the platforms have become the epicentre of computer-basedcrimes, where children and teenagers often become prey to these crimes,cyberbullying, and cyberstalking.
Rising Importance of Platform Accountability
Themost pertinent question that is to be asked with a conscious mind is whether anunregulated media is a reflection of Freedom of Speech, a right given to us byour constitution under Article. 19(1)(a), or whether free speech is just a garbby big stakeholders, and we are all victims of an impending infodemic andvictims of AI algorithms, because, as per the reports that surfaced during theCovid-19 pandemic, India saw a dramatic 214% rise in false information. Anotherreport by the UNESCO-Ipsos survey revealed that 85% of Indian respondentsencounter online hate speech, with around 64% pointing to social media as aprimary source.
While the focus on platform accountability is critical, it is equally important to recognise that the right to free speech is not absolute. Therefore, users also bear a constitutional responsibility while exercising this right. Free expression in a democratic society must be accompanied by civic digital behaviour, which includes refraining from spreading hate speech, misinformation, or engaging in harmful conduct online. The most recent example of this is the case of Ranveer Gautam Allahabadia vs. UOI (popularly known as “Latent Case”); the court came down heavily on the hosts and makers of the show and made its position crystal clear by stating, “there is nothinglike a fundamental right on platter...the fundamental rights are all followedby a duty...unless those people understand duty, there is no [...] deal withthat kind of elements...if somebody wants to enjoy fundamental rights, thiscountry gives a guarantee to enjoy, but guarantee is with a duty so thatguarantee will involve performing that duty also” .
The Way Forward: CyberPeace Suggests
In order to realise the benefits and derive the true benefits from the rights we are provided, especially the one in discussion, i.e., Freedom of Speech and Expression, the government and the designated intermediaries and regulators have to prepare both roadmaps, one for “Platform Accountability” and one for "User Accountability”, wherein the regulators with a reasonable foresight should conduct Algorithm Risk Audits which is a technique to make algorithms and there effects on content feeds visible. It can be an effective tool and an objective manner to compare how algorithms are automatically pushing different content to different users in an unfair or unbalanced way. As for user accountability, “Digital Literacy” is the way forward, ensuring that social media remains a marketplace of ideas and does not become a minefield of misfires.