#FactCheck - Uncovered: Viral LA Wildfire Video is a Shocking AI-Generated Fake!
Executive Summary:
A viral post on X (formerly Twitter) has been spreading misleading captions about a video that falsely claims to depict severe wildfires in Los Angeles similar to the real wildfire happening in Los Angeles. Using AI Content Detection tools we confirmed that the footage shown is entirely AI-generated and not authentic. In this report, we’ll break down the claims, fact-check the information, and provide a clear summary of the misinformation that has emerged with this viral clip.

Claim:
A video shared across social media platforms and messaging apps alleges to show wildfires ravaging Los Angeles, suggesting an ongoing natural disaster.

Fact Check:
After taking a close look at the video, we noticed some discrepancy such as the flames seem unnatural, the lighting is off, some glitches etc. which are usually seen in any AI generated video. Further we checked the video with an online AI content detection tool hive moderation, which says the video is AI generated, meaning that the video was deliberately created to mislead viewers. It’s crucial to stay alert to such deceptions, especially concerning serious topics like wildfires. Being well-informed allows us to navigate the complex information landscape and distinguish between real events and falsehoods.

Conclusion:
This video claiming to display wildfires in Los Angeles is AI generated, the case again reflects the importance of taking a minute to check if the information given is correct or not, especially when the matter is of severe importance, for example, a natural disaster. By being careful and cross-checking of the sources, we are able to minimize the spreading of misinformation and ensure that proper information reaches those who need it most.
- Claim: The video shows real footage of the ongoing wildfires in Los Angeles, California
- Claimed On: X (Formerly Known As Twitter)
- Fact Check: Fake Video
Related Blogs

The World Wide Web was created as a portal for communication, to connect people from far away, and while it started with electronic mail, mail moved to instant messaging, which let people have conversations and interact with each other from afar in real-time. But now, the new paradigm is the Internet of Things and how machines can communicate with one another. Now one can use a wearable gadget that can unlock the front door upon arrival at home and can message the air conditioner so that it switches on. This is IoT.
WHAT EXACTLY IS IoT?
The term ‘Internet of Things’ was coined in 1999 by Kevin Ashton, a computer scientist who put Radio Frequency Identification (RFID) chips on products in order to track them in the supply chain, while he worked at Proctor & Gamble (P&G). And after the launch of the iPhone in 2007, there were already more connected devices than people on the planet.
Fast forward to today and we live in a more connected world than ever. So much so that even our handheld devices and household appliances can now connect and communicate through a vast network that has been built so that data can be transferred and received between devices. There are currently more IoT devices than users in the world and according to the WEF’s report on State of the Connected World, by 2025 there will be more than 40 billion such devices that will record data so it can be analyzed.
IoT finds use in many parts of our lives. It has helped businesses streamline their operations, reduce costs, and improve productivity. IoT also helped during the Covid-19 pandemic, with devices that could help with contact tracing and wearables that could be used for health monitoring. All of these devices are able to gather, store and share data so that it can be analyzed. The information is gathered according to rules set by the people who build these systems.
APPLICATION OF IoT
IoT is used by both consumers and the industry.
Some of the widely used examples of CIoT (Consumer IoT) are wearables like health and fitness trackers, smart rings with near-field communication (NFC), and smartwatches. Smartwatches gather a lot of personal data. Smart clothing, with sensors on it, can monitor the wearer’s vital signs. There are even smart jewelry, which can monitor sleeping patterns and also stress levels.
With the advent of virtual and augmented reality, the gaming industry can now make the experience even more immersive and engrossing. Smart glasses and headsets are used, along with armbands fitted with sensors that can detect the movement of arms and replicate the movement in the game.
At home, there are smart TVs, security cameras, smart bulbs, home control devices, and other IoT-enabled ‘smart’ appliances like coffee makers, that can be turned on through an app, or at a particular time in the morning so that it acts as an alarm. There are also voice-command assistants like Alexa and Siri, and these work with software written by manufacturers that can understand simple instructions.
Industrial IoT (IIoT) mainly uses connected machines for the purposes of synchronization, efficiency, and cost-cutting. For example, smart factories gather and analyze data as the work is being done. Sensors are also used in agriculture to check soil moisture levels, and these then automatically run the irrigation system without the need for human intervention.
Statistics
- The IoT device market is poised to reach $1.4 trillion by 2027, according to Fortune Business Insight.
- The number of cellular IoT connections is expected to reach 3.5 billion by 2023. (Forbes)
- The amount of data generated by IoT devices is expected to reach 73.1 ZB (zettabytes) by 2025.
- 94% of retailers agree that the benefits of implementing IoT outweigh the risk.
- 55% of companies believe that 3rd party IoT providers should have to comply with IoT security and privacy regulations.
- 53% of all users acknowledge that wearable devices will be vulnerable to data breaches, viruses,
- Companies could invest up to 15 trillion dollars in IoT by 2025 (Gigabit)
CONCERNS AND SOLUTIONS
- Two of the biggest concerns with IoT devices are the privacy of users and the devices being secure in order to prevent attacks by bad actors. This makes knowledge of how these things work absolutely imperative.
- It is worth noting that these devices all work with a central hub, like a smartphone. This means that it pairs with the smartphone through an app and acts as a gateway, which could compromise the smartphone as well if a hacker were to target that IoT device.
- With technology like smart television sets that have cameras and microphones, the major concern is that hackers could hack and take over the functioning of the television as these are not adequately secured by the manufacturer.
- A hacker could control the camera and cyberstalk the victim, and therefore it is very important to become familiar with the features of a device and ensure that it is well protected from any unauthorized usage. Even simple things, like keeping the camera covered when it is not being used.
- There is also the concern that since IoT devices gather and share data without human intervention, they could be transmitting data that the user does not want to share. This is true of health trackers. Users who wear heart and blood pressure monitors have their data sent to the insurance company, who may then decide to raise the premium on their life insurance based on the data they get.
- IoT devices often keep functioning as normal even if they have been compromised. Most devices do not log an attack or alert the user, and changes like higher power or bandwidth usage go unnoticed after the attack. It is therefore very important to make sure the device is properly protected.
- It is also important to keep the software of the device updated as vulnerabilities are found in the code and fixes are provided by the manufacturer. Some IoT devices, however, lack the capability to be patched and are therefore permanently ‘at risk’.
CONCLUSION
Humanity inhabits this world that is made up of all these nodes that talk to each other and get things done. Users can harmonize their devices so that everything runs like a tandem bike – completely in sync with all other parts. But while we make use of all the benefits, it is also very important that one understands what they are using, how it is functioning, and how one can tackle issues should they come up. This is also important to understand because once people get used to IoT, it will be that much more difficult to give up the comfort and ease that these systems provide, and therefore it would make more sense to be prepared for any eventuality. A lot of times, good and sensible usage alone can keep devices safe and services intact. But users should be aware of any issues because forewarned is forearmed.

Introduction
The hospitality industry is noted to be one of the industries most influenced by technology. Hotels, restaurants, and travel services are increasingly reliant on digital technologies to automate core operations and customer interactions. The shift to electronic modes of conducting business has made the industry a popular target for cyber threats. In light of increasing cyber threats, safeguarding personal and sensitive personal data on the part of the hospitality industry becomes significant not only from a customer standpoint but also from an organisational and legal perspective.
Role of cybersecurity in the hospitality industry
A hospitality industry-based entity (“HI entity”) deploys several technologies not only to automate operations but to also deliver excellent customer experiences. Technologies such as IoTs that enable smart controls in rooms, Point-of-Sale systems that manage reservations, Call Accounting Systems that track and record customer calls, keyless entry systems, and mobile apps that facilitate easy booking and service requests are popularly used in addition to operative technologies such as Property Management Systems, Hotel Accounting Systems, Local Area Networks (LAN).{1} These technologies collect vast volumes of data daily due to the nature of operations. Such data necessarily includes personal information such as names, addresses, phone numbers, email IDs etc. and sensitive information such as gender, bank account and payment details, health information pertaining to food allergens etc. Resultantly, the breach and loss of such critical data impacts customer trust and loyalty and in turn, their retention within the business. Lack of adequate cybersecurity measures also impacts the reputation and goodwill of an HI entity since customers are more likely to opt for establishments that prioritise the protection of their data. In 2022, cybercriminals syphoned 20GB of internal documents and customer data from Marriott Hotels, which included credit card information and staff information such as wage data, corporate card number and even a personnel assessment file. A much larger breach was seen in 2018, where 383 million booking records and 5.3 million unencrypted passport numbers were stolen from Marriott’s servers.{2}
Cybersecurity is also central to safeguarding trade secrets and key confidential trade information. An estimate of US $6 trillion per year on average amounts to losses generated from cybercrimes.{3} The figure, however, does not include the cost of breach, expenses related to incident response, legal fees, regulatory fines etc which may be significantly higher for a HI entity when loss of potential profits is factored in.
Cybersecurity is also central from a legal standpoint. Legal provisions in various jurisdictions mandate the protection of guest data. In India, the Digital Personal Data Protection Act 2023, imposes a penalty of up to Rs. 50 Crores on a breach in observing obligations to take reasonable security safeguards to prevent personal data breach.{4} Similarly, the General Data Protection Regulation (GDPR) of the European Union also has guidelines for protecting personal data. Several other industry-specific rules, such as those pertaining to consumer protection, may also be applicable.
Breaches and Mitigation
There are several kinds of cyber security threats faced by an HI entity. “Fake Booking” is a popular method of cyber attack, whereby attackers build and design a website that is modelled exactly after the hotel’s legitimate website. Many customers end up using such malicious phishing websites thereby exposing their personal and sensitive personal data to threats. Additionally, the provision of free wifi within hotel premises, usually accessible freely to the public, implies that a malicious actor may introduce viruses and updates bearing malware. Other common cyber threats include denial of service (DoS) attacks, supply chain attacks, ransomware threats, SQL injection attacks (a type of attack where malicious code is inserted into a database to manipulate data and gain access to information), buffer overflow or buffer overrun (when the amount of data exceeds its storage capacity, implying that the excess data overflows into other memory locations and corrupt or overwrites data in those locations).
One of the best ways to manage data breaches is to leverage newer technologies that operate on a “privacy by design” model. An HI entity must deploy web application firewalls (WAF) that differ from regular firewalls since they can filter the content of specific web applications and prevent cyber attacks. Another method to safeguard data is by deploying a digital certificate which binds a message/instruction to the owner/generator of the message. This is useful in preventing any false claims fraud by customers. Digital certificates may be deployed on distributed ledger technologies such as blockchain, that are noted for their immutability, transparency and security. Self-sovereign identities or Identifiers (SSI) are also a security use-concept of blockchain whereby individuals own and control their personal data, thereby eliminating reliance on central authorities.{5} In the hospitality industry, SSIs enhance cybersecurity by securely storing identity-related information on a decentralised network, thereby reducing the risk of data breaches. Users can selectively share their information, ensuring privacy and minimising data exposure. This approach not only protects guests' personal details but also streamlines authentication processes, making interactions safer and more efficient.
From a less technical standpoint, cybersecurity insurance may be opted for by a hotel to secure themselves and customer information against breach. Through such insurance, a hotel may cover the liability that arises from breaches caused by both first- and third-party actions.{6} Additionally, Payment Cards Industry Data Security Standards should be adhered to, since these standards ensure that businesses should apply best practices when processing credit card data through optimised security. Employee training and upskilling in basic, practical cybersecurity measures and good practices is also a critical component of a comprehensive cybersecurity strategy.
References:
- [1] The Growing Importance of Cybersecurity in the Hospitality Industry”, Alfatec, 11 September 2023 https://www.alfatec.ai/academy/resource-library/the-growing-importance-of-cybersecurity-in-the-hospitality-industry
- [2] Vigliarolo, Brandon, “Marriott Hotels admit to third data breach in 4 years”, 6 July 2022 https://www.theregister.com/2022/07/06/marriott_hotels_suffer_yet_another/#:~:text=In%20the%20case%20of%20the,of%20an%20individual%20organization%20ever.
- [3] Shabani, Neda & Munir, Arslan. (2020). A Review of Cyber Security Issues in the Hospitality Industry. 10.1007/978-3-030-52243-8_35. https://www.researchgate.net/publication/342683038_A_Review_of_Cyber_Security_Issues_in_Hospitality_Industry/citation/download
- [4] The Digital Personal Data Protection Act 2023 https://www.meity.gov.in/writereaddata/files/Digital%20Personal%20Data%20Protection%20Act%202023.pdf
- [5] “What is self-sovereign identity?”, Sovrin, 6 December 2018 https://sovrin.org/faq/what-is-self-sovereign-identity/
- [6] Yasar, Kinza, “Cyber Insurance”, Tech Target https://www.techtarget.com/searchsecurity/definition/cybersecurity-insurance-cybersecurity-liability-insurance
.jpeg)
Introduction and Brief Analysis
A movie named “The Artifice Girl” portrayed A law enforcement agency developing an AI-based personification of a 12-year-old girl who appears to be exactly like a real person. Believing her to be an actual girl, perpetrators of child sexual exploitation were caught attempting to seek sexual favours. The movie showed how AI aided law enforcement, but the reality is that the emergence of Artificial Intelligence has posed numerous challenges in multiple directions. This example illustrates both the promise and the complexity of using AI in sensitive areas like law enforcement, where technological innovation must be carefully balanced with ethical and legal considerations.
Detection and Protection tools are constantly competing with technologies that generate content, automate grooming and challenge legal boundaries. Such technological advancements have provided enough ground for the proliferation of Child Sexual Exploitation and Abuse Material (CSEAM). Also known as child pornography under Section 2 (da) of Protection of Children from Sexual Offences Act, 2012, it defined it as - “means any visual depiction of sexually explicit conduct involving a child which includes a photograph, video, digital or computer-generated image indistinguishable from an actual child and image created, adapted, or modified, but appears to depict a child.”
Artificial Intelligence is a category of technologies that attempt to shape human thoughts and behaviours using input algorithms and datasets. Two Primary applications can be considered in the context of CSEAM: classifiers and content generators. Classifiers are programs that learn from large data sets, which may be labelled or unlabelled and further classify what is restricted or illegal. Whereas generative AI is also trained on large datasets, it uses that knowledge to create new things. Majority of current AI research related to AI for CSEAM is done by the use of Artificial neural networks (ANNs), a type of AI that can be trained to identify unusual connections between items (classification) and to generate unique combinations of items (e.g., elements of a picture) based on the training data used.
Current Legal Landscape
The legal Landscape in terms of AI is yet unclear and evolving, with different nations trying to track the evolution of AI and develop laws. However, some laws directly address CSEAM. The International Centre for Missing and Exploited Children (ICMEC) combats Illegal sexual content involving children. They have a “Model Legislation” for setting recommended sanctions/sentencing. According to research performed in 2018, Illegal sexual content involving children is illegal in 118 of the 196 Interpol member states. This figure represents countries that have sufficient legislation in place to meet 4 or 5 of the 5 criteria defined by the ICMEC.
CSEAM in India can be reported on various portals like the ‘National Cyber Crime Reporting Portal’. Online crimes related to children, including CSEAM, can be reported to this portal by visiting cybercrime.gov.in. This portal allows anonymous reporting, automatic FIR registration and tracking of your complaint. ‘I4C Sahyog Portal’ is another platform managed by the Indian Cyber Crime Coordination Centre (I4C). This portal integrates with social media platforms.
The Indian legal front for AI is evolving and CSEAM is well addressed in Indian laws and through judicial pronouncements. The Supreme Court judgement on Alliance and Anr v S Harish and ors is a landmark in this regard. The following principles were highlighted in this judgment.
- The term “child pornography” should be substituted by “Child Sexual Exploitation and Abuse Material” (CSEAM) and shall not be used for any further judicial proceeding, order, or judgment. Also, parliament should amend the same in POCSO and instead, the term CSEAM should be endorsed.
- Parliament to consider amending Section 15 (1) of POCSO to make it more convenient for the general public to report by way of an online portal.
- Implementing sex education programs to give young people a clear understanding of consent and the consequences of exploitation. To help prevent Problematic sexual behaviour (PSB), schools should teach students about consent, healthy relationships and appropriate behaviour.
- Support services to the victims and rehabilitation programs for the offenders are essential.
- Early identification of at-risk individuals and implementation of intervention strategies for youth.
Distinctive Challenges
According to a report by the National Centre for Missing and Exploited Children (NCMEC), a significant number of reports about child sexual exploitation and abuse material (CSEAM) are linked to perpetrators based outside the country. This highlights major challenges related to jurisdiction and anonymity in addressing such crimes. Since the issue concerns children and considering the cross-border nature of the internet and the emergence of AI, Nations across the globe need to come together to solve this matter. Delays in the extradition procedure and irregular legal processes across the jurisdictions hinder the apprehension of offenders and the delivery of justice to victims.
CyberPeace Recommendations
For effective regulation of AI-generated CSEAM, laws are required to be strengthened for AI developers and trainers to prevent misuse of their tools. AI should be designed with its ethical considerations, ensuring respect for privacy, consent and child rights. There can be a self-regulation mechanism for AI models to recognise and restrict red flags related to CSEAM and indicate grooming or potential abuse.
A distinct Indian CSEAM reporting portal is urgently needed, as cybercrimes are increasing throughout the nation. Depending on the integrated portal may lead to ignorance of AI-based CSEAM cases. This would result in faster response and focused tracking. Since AI-generated content is detectable. The portal should also include an automated AI-content detection system linked directly to law enforcement for swift action.
Furthermore, International cooperation is of utmost importance to win the battle of AI-enabled challenges and to fill the jurisdictional gaps. A united global effort is required. Using a common technology and unified international laws is essential to tackle AI-driven child sexual exploitation across borders and protect children everywhere. CSEAM is an extremely serious issue. Children are among the most vulnerable to such harmful content. This threat must be addressed without delay, through stronger policies, dedicated reporting mechanisms and swift action to protect children from exploitation.
References:
- https://www.sciencedirect.com/science/article/pii/S2950193824000433?ref=pdf_download&fr=RR-2&rr=94efffff09e95975
- https://aasc.assam.gov.in/sites/default/files/swf_utility_folder/departments/aasc_webcomindia_org_oi d_4/portlet/level_2/pocso_act.pdf
- https://www.manupatracademy.com/assets/pdf/legalpost/just-rights-for-children-alliance-and-anr-vs-sharish-and-ors.pdfhttps://www.icmec.orghttps://www.missingkids.org/theissues/generative-ai