#FactCheck - AI-Generated Visuals Falsely Shared as Government Subsidy for Free Electricity and Air Conditioners in the Philippines

Executive Summary:

The viral social media posts circulating several photos of Indian Army soldiers eating their lunch in the extremely hot weather near the border area in Barmer/ Jaisalmer, Rajasthan, have been detected as AI generated and proven to be false. The images contain various faults such as missing shadows, distorted hand positioning and misrepresentation of the Indian flag and soldiers body features. The various AI generated tools were also used to validate the same. Before sharing any pictures in social media, it is necessary to validate the originality to avoid misinformation.

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Claims:

The photographs of Indian Army soldiers having their lunch in extreme high temperatures at the border area near to the district of Barmer/Jaisalmer, Rajasthan have been circulated through social media.

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Fact Check:

Upon the study of the given images, it can be observed that the images have a lot of similar anomalies that are usually found in any AI generated image. The abnormalities are lack of accuracy in the body features of the soldiers, the national flag with the wrong combination of colors, the unusual size of spoon, and the absence of Army soldiers’ shadows.

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Additionally it is noticed that the flag on Indian soldiers’ shoulder appears wrong and it is not the traditional tricolor pattern. Another anomaly, soldiers with three arms, strengtheness the idea of the AI generated image. 

Furthermore, we used the HIVE AI image detection tool and it was found that each photo was generated using an Artificial Intelligence algorithm.

We also checked with another AI Image detection tool named Isitai, it was also found to be AI-generated.

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After thorough analysis, it was found that the claim made in each of the viral posts is misleading and fake, the recent viral images of Indian Army soldiers eating food on the border  in the extremely  hot afternoon of Badmer were generated using the AI Image creation tool.

Conclusion:

In conclusion, the analysis of the viral photographs claiming to show Indian army soldiers having their lunch in scorching heat in Barmer, Rajasthan reveals many anomalies consistent with AI-generated images. The absence of shadows, distorted hand placement, irregular showing of the Indian flag, and the presence of an extra arm on a soldier, all point to the fact that  the images are artificially created. Therefore, the claim that this image captures real-life events is debunked, emphasizing the importance of analyzing and fact-checking before sharing in the era of common widespread digital misinformation.

• Claim: The photo shows Indian army soldiers having their lunch in extreme heat near the border area in Barmer/Jaisalmer, Rajasthan.
• Claimed on: X (formerly known as Twitter), Instagram, Facebook
• Fact Check: Fake & Misleading

Introduction
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With the modernization of automobiles, so have the methods employed by criminals who seek to commit thefts. The old method of smashing a car window or bypassing an engine lock is no longer prevalent. Modern car thieves employ cloning techniques for keys and digital signals, and sophisticated methods to commit crimes without any traces left behind. In an era where intelligence is crucial, the forensic examination of car keys has become an indispensable tool for investigations, providing clues buried within ordinary car keys.
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The Need for Car Key Forensics Today

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Daily, thousands of cars worth millions are being hacked or stolen around the globe. The shocking thing is that most of these hacks do not have any sign of breakage or forced entry. It is because the thieves use vulnerabilities in the wireless key systems to unlock the vehicles without leaving any trace behind. Therefore, car-key forensics has now become more important than ever before.

Forensic Value of Smart Key

The smart key is not just comprised of locking and unlocking features for vehicles. Actually, it operates as a miniature computer within the key itself. Information such as pairing records, frequency of use, or the last instance that the key was used to unlock something could be contained in smart keys, thus offering evidence of any criminal activity conducted using these items.

Patterns of Vehicle Theft

Through the examination of the chip in a key, one will be able to establish whether the key was legally programmed or had been tampered with by some other means. Such forensics become more important when trying to detect and monitor any car theft rings, which employ cloning machines or software.

Confirming Ownership and Authenticity

In cases involving insurance claims or fraud, smart key data can help confirm whether the person making a claim actually owned or used the car during the incident. It’s digital proof that goes beyond what paperwork or statements can show.

Strengthening Legal Cases

When brought to court, data doesn’t lie. A properly handled forensic examination of a car key can provide hard evidence — the kind that holds up under questioning and supports or disproves claims with complete accuracy. In many cases, this small device becomes the most reliable witness in the investigation.

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A Real-Life Example
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Consider the following scenario: An expensive SUV is stolen from a parking lot secured with security surveillance. No one is captured on camera and there is no sign of forced entry. After days of investigation, the police end up arresting a suspect with a smart key.

During forensic analysis of the smart key, it is revealed that:

• The transponder has an ID number which can be matched against the immobilizer installed in the vehicle.
• The rolling code counter has been incremented in such a way that the date corresponds with the report of theft of the vehicle.
• The extracted information helps match the pair timestamp of the key with the particular make and model of the vehicle.

All this from a single piece of evidence – the smart key.

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Inside a Smart Key: Where the Data Lives

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An average smart key is not only a remote but also a multi-level set of data carriers:

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• Plastic Shell– could include serial numbers and information on the manufacture.
• Battery – helps calculate the time of using the key or detect any modifications.
• Antenna Coil – sends encrypted information to the immobilizer of a car. Draw the picture of this element.
• Microchip / EEPROM – holds key identification code, rolling code, VIN number, and/or other information of the vehicle.
• Buttons / sensors – could record any pressing or transmission actions in some cases.

All the little devices above, once properly studied via forensics software, provide valuable information.

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How the Investigator Uncovers the Truth
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In relation to investigating the true story about a vehicle, it is no different than handling other forms of digital evidence, as forensic analysts treat the car key in the same way. It is nothing more than an encrypted device in your hands, and using special techniques, they are able to reveal the information contained within the device.

Some of the methods used by modern forensic laboratories include:

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1. Intercepting Radio Signals

Any intelligent key transmits radio signals to communicate with a car. Specialists employ advanced antennas and radio frequency (RF) analysers to catch and analyse them. This way, it is possible to understand the interaction between the key and the car – how often was it used, what kind of authentication procedure takes place, and if the signal matches the car’s one or has been forged somehow.

2. Checking Out the Key’s Brain (Analysis of EEPROM)

There is always a special chip on the key that is responsible for its activity. The chip contains an important memory module (EEPROM – Electrically Erasable Programmable Read-Only Memory), which holds various data, including key IDs and rolling codes. It can be carefully retrieved via advanced tools. Thus, it is possible to determine whether somebody tried to tamper with the key.

3. The Correlation between the Key and Car’s Information

The information stored inside the key will not be used separately since investigators will correlate the key's data with that of the vehicle itself (ECU and immobilizer). If the two kinds of information coincide, the investigation may conclude that the key belongs to the vehicle. Otherwise, this may mean either cloning or tampering.

 4. Identifying the Tampering and Cloning Evidence

As was mentioned above, thieves sometimes resort to using unlawful programming devices for duplicating smart car keys. In order to detect possible cloning, experts examine the key using various diagnostic devices to find out whether the keys were modified by changing the encryption code, frequencies, and hardware itself.

At the end of the process, some kind of miracle occurs because of the following: all actions committed with this particular key become documented, recorded inside the device itself. Even if someone tries to hide anything or remove any information concerning this particular incident, there will always remain some data.

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Car Key Forensics in the Future
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The evolution of cars to connect with other devices and adopt self-driving technologies requires new investigative methods to be used for vehicle-related crimes. Advanced car keys or smartphone apps that replace physical keys will likely incorporate biometric authentication, cloud integration, or blockchain records of key activity in the near future.

Such improvements will pose several threats and offer many benefits:

• Artificial intelligence tools can determine if the car key is cloned based on its behaviour pattern.
• Blockchain validation ensures all key-related activities are recorded and cannot be altered.
• Cyber-forensic protocols will become increasingly necessary for investigating criminal activity related to vehicles.

Car key forensics technology will not only allow solving crimes but may become instrumental in crime prevention.

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Conclusion
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A car key in this era is more than just an unlocking mechanism; it is a miniature data storage facility, which can yield information about the user, intentions, and access rights. The more cars become technologically advanced, the more the examination of smart keys becomes necessary as part of correlating physical evidence with digital investigation. It clearly indicates how small objects such as keys can play pivotal roles in cracking cases.

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Introduction

Social media has emerged as a leading source of communication and information; its relevance cannot be ignored during natural disasters since it is relied upon by governments and disaster relief organisations as a tool for disseminating aid and relief-related resources and communications instantly. During disaster times, social media has emerged as a primary source for affected populations to access information on relief resources; community forums offering aid resources and official government channels for government aid have enabled efficient and timely administration of relief initiatives.

However, given the nature of social media, misinformation risks during natural disasters has also emerged as a primary concern that severely hampers aid administration during natural disasters. The disaster-disinformation network offers some sensationalised influential campaigns against communities at their most vulnerable. Victims who seek reliable resources during natural calamities often reach out to inhospitable campaigns and may experience delayed or lack of access to necessary healthcare, significantly impacting their recovery and survival. This delay can lead to worsening medical conditions and an increased death toll among those affected by the disaster. Victims may lack clear information on the appropriate agencies to seek assistance from, causing confusion and delays in receiving help. 

Misinformation Threat Landscape during Natural Disaster

During the 2018 floods in Kerala, it was noted that a fake video on water leakage from the Mullaperyar Dam created panic among the citizens and negatively impacted the rescue operations. Similarly, in 2017, reports emerged claiming that Hurricane Irma had caused sharks to be displaced onto a Florida highway. Similar stories, accompanied by the same image, resurfaced following Hurricanes Harvey and Florence. The disaster-affected nation may face international criticism and fail to receive necessary support due to its perceived inability to manage the crisis effectively. This lack of confidence from the global community can further exacerbate the challenges faced by the nation, leaving it more vulnerable and isolated in its time of need.

The spread of misinformation through social media severely hinders the administration of aid and relief operations during natural disasters since it hinders first responders' efforts to counteract and reduce the spread of misinformation, rumours, and false information and declines public trust in government, media, and non-governmental organisations (NGOs), who are often the first point of contact for both victims and officials due to their familiarity with the region and the community. In Moldova, it was noted that foreign influence has exploited the ongoing drought to create divisions between the semi-autonomous regions of Transnistria and Gagauzia and the central government in Chisinau. News coverage critical of the government leverages economic and energy insecurities to incite civil unrest in this already unstable region. Additionally, First responders may struggle to locate victims and assist them to safety, complicating rescue operations. The inability to efficiently find and evacuate those in need can result in prolonged exposure to dangerous conditions and a higher risk of injury or death.

Further, international aid from other countries could be impeded, affecting the overall relief effort. Without timely and coordinated support from the global community, the disaster response may be insufficient, leaving many needs unmet. Further, misinformation also impedes military, reducing the effectiveness of rescue and relief operations. Military assistance often plays a crucial role in disaster response, and any delays can hinder efforts to provide immediate and large-scale aid.

Misinformation also creates problems of allocation of relief resources to unaffected areas which resultantly impacts aid processes for regions in actual need. Following the April 2015 earthquake in Nepal, a Facebook post claimed that 300 houses in Dhading needed aid. Shared over 1,000 times, it reached around 350,000 people within 48 hours. The originator aimed to seek help for Ward #4’s villagers via social media. Given the average Facebook user has 350 contacts, the message was widely viewed. However, the need had already been reported on quakemap.org, a crisis-mapping database managed by Kathmandu Living Labs, a week earlier. Helping Hands, a humanitarian group was notified on May 7, and by May 11, Ward #4 received essential food and shelter. The re-sharing and sensationalisation of outdated information could have wasted relief efforts since critical resources would have been redirected to a region that had already been secured.

Policy Recommendations

Perhaps the most important step in combating misinformation during natural disasters is the increasing public education and the rapid, widespread dissemination of early warnings. This was best witnessed in the November 1970 tropical cyclone in southeastern Bangladesh, combined with a high tide, struck southeastern Bangladesh, leaving more than 300,000 people dead and 1.3 million homeless. In May 1985, when a comparable cyclone and storm surge hit the same area, local dissemination of disaster warnings was much improved and the people were better prepared to respond to them. The loss of life, while still high (at about 10,000), the numbers were about 3% of that in 1970. On a similar note, when a devastating cyclone struck the same area of Bangladesh in May 1994, fewer than 1,000 people died. In India, the 1977 cyclone in Andra Pradesh killed 10,000 people, but a similar storm in the same area 13 years later killed only 910. The dramatic difference in mortalities was owed to a new early-warning system connected with radio stations to alert people in low-lying areas. 

Additionally, location-based filtering for monitoring social media during disasters is considered as another best practice to curb misinformation. However, agencies should be aware that this method may miss local information from devices without geolocation enabled. A 2012 Georgia Tech study found that less than 1.4 percent of Twitter content is geolocated. Additionally, a study by Humanity Road and Arizona State University on Hurricane Sandy data indicated a significant decline in geolocation data during weather events.

Alternatively, Publish frequent updates to promote transparency and control the message. In emergency management and disaster recovery, digital volunteers—trusted agents who provide online support—can assist overwhelmed on-site personnel by managing the vast volume of social media data. Trained digital volunteers help direct affected individuals to critical resources and disseminate reliable information. 

Enhancing the quality of communication requires double-verifying information to eliminate ambiguity and reduce the impact of misinformation, rumors, and false information must also be emphasised. This approach helps prevent alert fatigue and "cry wolf" scenarios by ensuring that only accurate, relevant information is disseminated. Prioritizing ground truth over assumptions and swiftly releasing verified information or acknowledging the situation can bolster an agency's credibility. This credibility allows the agency to collaborate effectively with truth amplifiers. Prebunking and Debunking methods are also effective way to counter misinformation and build cognitive defenses to recognise red flags. Additionally, evaluating the relevance of various social media information is crucial for maintaining clear and effective communication.

References

1. https://www.nature.com/articles/s41598-023-40399-9#:~:text=Moreover%2C%20misinformation%20can%20create%20unnecessary,impacting%20the%20rescue%20operations29. 
2. https://www.redcross.ca/blog/2023/5/why-misinformation-is-dangerous-especially-during-disasters
3. https://www.soas.ac.uk/about/blog/disinformation-during-natural-disasters-emerging-vulnerability‍
4. https://www.dhs.gov/sites/default/files/publications/SMWG_Countering-False-Info-Social-M dia-Disasters-Emergencies_Mar2018-508.pdf