#FactCheck: Viral AI image shown as AI -171 caught fire after collision

Executive Summary:

A new threat being uncovered in today’s threat landscape is that while threat actors took an average of one hour and seven minutes to leverage Proof-of-Concept(PoC) exploits after they went public, now the time is at a record low of 22 minutes. This incredibly fast exploitation means that there is very limited time for organizations’ IT departments to address these issues and close the leaks before they are exploited. Cloudflare released the Application Security report which shows that the attack percentage is more often higher than the rate at which individuals invent and develop security countermeasures like the WAF rules and software patches. In one case, Cloudflare noted an attacker using a PoC-based attack within a mere 22 minutes from the moment it was released, leaving almost no time for a remediation window. 

Despite the constant growth of vulnerabilities in various applications and systems, the share of exploited vulnerabilities, which are accompanied by some level of public exploit or PoC code, has remained relatively stable over the past several years and fluctuates around 50%. These vulnerabilities with publicly known exploit code, 41% was initially attacked in the zero-day mode while of those with no known code, 84% was first attacked in the same mode. 

Modus Operandi:

The modus operandi of the attack involving the rapid weaponization of proof-of-concept (PoC) exploits is characterized by the following steps:

• Vulnerability Identification: Threat actors bring together the exploitation of a system vulnerability that may be in the software or hardware of the system; this may be a code error, design failure, or a configuration error. This is normally achieved using vulnerability scanners and test procedures that have to be performed manually. 

• Vulnerability Analysis: After the vulnerability is identified, the attackers study how it operates to determine when and how it can be triggered and what consequences that action will have. This means that one needs to analyze the details of the PoC code or system to find out the connection sequence that leads to vulnerability exploitation. 

• Exploit Code Development: Being aware of the weakness, the attackers develop a small program or script denoted as the PoC that addresses exclusively the identified vulnerability and manipulates it in a moderated manner. This particular code is meant to be utilized in showing a particular penalty, which could be unauthorized access or alteration of data. 

• Public Disclosure and Weaponization: The PoC exploit is released which is frequently done shortly after the vulnerability has been announced to the public. This makes it easier for the attackers to exploit it while waiting for the software developer to release the patch. To illustrate, Cloudflare has spotted an attacker using the PoC-based exploit 22 minutes after the publication only. 

• Attack Execution: The attackers then use the weaponized PoC exploit to attack systems which are known to be vulnerable to it. Some of the actions that are tried in this context are attempts at running remote code, unauthorized access and so on. The pace at which it happens is often much faster than the pace at which humans put in place proper security defense mechanisms, such as the WAF rules or software application fixes. 

• Targeted Operations: Sometimes, they act as if it’s a planned operation, where the attackers are selective in the system or organization to attack. For example, exploitation of CVE-2022-47966 in ManageEngine software was used during the espionage subprocess, where to perform such activity, the attackers used the mentioned vulnerability to install tools and malware connected with espionage. 

Precautions: Mitigation

Following are the mitigating measures against the PoC Exploits: 

1. Fast Patching and New Vulnerability Handling 

• Introduce proper patching procedures to address quickly the security released updates and disclosed vulnerabilities. 

• Focus should be made on the patching of those vulnerabilities that are observed to be having available PoC exploits, which often risks being exploited almost immediately.

• It is necessary to frequently check for the new vulnerability disclosures and PoC releases and have a prepared incident response plan for this purpose. 

2. Leverage AI-Powered Security Tools 

•  Employ intelligent security applications which can easily generate desirable protection rules and signatures as attackers ramp up the weaponization of PoC exploits. 

• Step up use of artificial intelligence (AI) - fueled endpoint detection and response (EDR) applications to quickly detect and mitigate the attempts. 

• Integrate Artificial Intelligence based SIEM tools to Detect & analyze Indicators of compromise to form faster reaction. 

 3. Network Segmentation and Hardening 

• Use strong networking segregation to prevent the attacker’s movement across the network and also restrict the effects of successful attacks. 

• Secure any that are accessible from the internet, and service or protocols such as RDP, CIFS, or Active directory. 

• Limit the usage of native scripting applications as much as possible because cyber attackers may exploit them. 

4. Vulnerability Disclosure and PoC Management 

• Inform the vendors of the bugs and PoC exploits and make sure there is a common understanding of when they are reported, to ensure fast response and mitigation. 

• It is suggested to incorporate mechanisms like digital signing and encryption for managing and distributing PoC exploits to prevent them from being accessed by unauthorized persons. 

• Exploits used in PoC should be simple and independent with clear and meaningful variable and function names that help reduce time spent on triage and remediation. 

5. Risk Assessment and Response to Incidents 

• Maintain constant supervision of the environment with an intention of identifying signs of a compromise, as well as, attempts of exploitation. 

• Support a frequent detection, analysis and fighting of threats, which use PoC exploits into the system and its components. 

• Regularly communicate with security researchers and vendors to understand the existing threats and how to prevent them.

Conclusion:

The rapid process of monetization of Proof of Concept (POC) exploits is one of the most innovative and constantly expanding global threats to cybersecurity at the present moment. Cyber security experts must react quickly while applying a patch, incorporate AI to their security tools, efficiently subdivide their networks and always heed their vulnerability announcements. Stronger incident response plan would aid in handling these kinds of menaces. Hence, applying measures mentioned above, the organizations will be able to prevent the acceleration of turning PoC exploits into weapons and the probability of neutral affecting cyber attacks. 

Reference:

https://www.mayrhofer.eu.org/post/vulnerability-disclosure-is-positive/

https://www.uptycs.com/blog/new-poc-exploit-backdoor-malware

https://www.balbix.com/insights/attack-vectors-and-breach-methods/

https://blog.cloudflare.com/application-security-report-2024-update

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Introduction 

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In the past few decades, technology has rapidly advanced, significantly impacting various aspects of life. Today, we live in a world shaped by technology, which continues to influence human progress and culture. While technology offers many benefits, it also presents certain challenges. It has increased dependence on machines, reduced physical activity, and encouraged more sedentary lifestyles. The excessive use of gadgets has contributed to social isolation. Different age groups experience the negative aspects of the digital world in distinct ways. For example, older adults often face difficulties with digital literacy and accessing information. This makes them more vulnerable to cyber fraud. A major concern is that many older individuals may not be familiar with identifying authentic versus fraudulent online transactions. The consequences of such cybercrimes go beyond financial loss. Victims may also experience emotional distress, reputational harm, and a loss of trust in digital platforms.

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Why Senior Citizens Are A Vulnerable Target 

Digital exploitation involves a variety of influencing tactics, such as coercion, undue influence, manipulation, and frequently some sort of deception, which makes senior citizens easy targets for scammers. Senior citizens have been largely neglected in research on this burgeoning type of digital crime. Many of our parents and grandparents grew up in an era when politeness and trust were very common, making it difficult for them to say “no” or recognise when someone was attempting to scam them. Seniors who struggle with financial stability may be more likely to fall for scams promising financial relief or security. They might encounter obstacles in learning to use new technologies, mainly due to unfamiliarity. It is important to note that these factors do not make seniors weak or incapable. Rather, it is the responsibility of the community to recognise and address the unique vulnerabilities of our senior population and work to prevent them from falling victim to scams. 

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Senior citizens are the most susceptible to social engineering attacks. Scammers may impersonate people, such as family members in distress, government officials, and deceive seniors into sending money or sharing personal information. Some of them are: 

• The grandparent scam 
• Tech support scam
• Government impersonation scams
• Romance scams 
• Digital arrest

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Protecting Senior Citizens from Digital Scams 

As a society, we must focus on educating seniors about common cyber fraud techniques such as impersonation of family members or government officials, the use of fake emergencies, or offers that seem too good to be true. It is important to guide them on how to verify suspicious calls and emails, caution them against sharing personal information online, and use real-life examples to enhance their understanding.

Larger organisations and NGOs can play a key role in protecting senior citizens from digital scams by conducting fraud awareness training, engaging in one-on-one conversations, inviting seniors to share their experiences through podcasts, and organising seminars and workshops specifically for individuals aged 60 and above.

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Safety Tips 

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In today's digital age, safeguarding oneself from cyber threats is crucial for people of all ages. Here are some essential steps everyone should take at a personal level to remain cyber secure: 

1. Ensuring that software and operating systems are regularly updated allows users to benefit from the latest security fixes, reducing their vulnerability to cyber threats.
2. Avoiding the sharing of personal information online is also essential. Monitoring bank statements is equally important, as it helps in quickly identifying signs of potential cybercrime. Reviewing financial transactions and reporting any unusual activity to the bank can assist in detecting and preventing fraud.
3. If suspicious activity is suspected, it is advisable to contact the company directly using a different phone line. This is because cybercriminals can sometimes keep the original line open, leading individuals to believe they are speaking with a legitimate representative. In such cases, attackers may impersonate trusted organisations to deceive users and gain sensitive information.
4. If an individual becomes a victim of cybercrime, they should take immediate action to protect their personal information and seek professional guidance.
5. Stay calm and respond swiftly and wisely. Begin by collecting and preserving all evidence—this includes screenshots, suspicious messages, emails, or any unusual activity. Report the incident immediately to the police or through an official platform like www.cybercrime.gov.in and the helpline number 1930.
6. If financial information is compromised, the affected individual must alert their bank or financial institution without delay to secure their accounts. They should also update passwords and implement two-factor authentication as additional safeguards.

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Conclusion: Collective Action for Cyber Dignity and Inclusion

Elder abuse in the digital age is an invisible crisis. It’s time we bring it into the spotlight and confront it with education, empathy, and collective action. Safeguarding senior citizens from cybercrime necessitates a comprehensive approach that combines education, vigilance, and technological safeguards. By fostering awareness and providing the necessary tools and support, we can empower senior citizens to navigate the digital world safely and confidently. Let us stand together to support these initiatives, to be the guardians our elders deserve, and to ensure that the digital world remains a place of opportunity, not exploitation. 

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REFERENCES -

• https://portal.ct.gov/ag/consumer-issues/hot-scams/the-grandparents-scam
• https://www.fbi.gov/how-we-can-help-you/scams-and-safety/common-frauds-and-scams/tech-support-scams
• https://consumer.ftc.gov/articles/how-avoid-government-impersonation-scam 
• https://www.jpmorgan.com/insights/fraud/fraud-mitigation/helping-your-elderly-and-vulnerable-loved-ones-avoid-the-scammers
• https://www.fbi.gov/how-we-can-help-you/scams-and-safety/common-frauds-and-scams/romance-scams 
• https://www.jpmorgan.com/insights/fraud/fraud-mitigation/helping-your-elderly-and-vulnerable-loved-ones-avoid-the-scammers 

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A video circulating widely on social media claims to show snowfall near Ambience Mall in Gurugram, Haryana. The clip is being shared alongside assertions that Gurugram witnessed snowfall for the first time in its history amid a severe cold wave in January 2026. However, an research  by Cyber Peace Foundation has found the claim to be misleading. Our verification reveals that the viral video is not recent and has been available online since March 2023.

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The Claim

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On 14 January 2026, a Facebook user shared the video with the caption,“Something truly unbelievable happened today — Gurgaon witnessed snowfall for the first time in its history!”Through this post, the user implied that the visuals showed snowfall near Ambience Mall during the ongoing cold wave.link and screeshot

• https://www.instagram.com/reel/DTfS9X9DyBo/?utm_source=ig_embed&ig_rid=239ddaf7-ec53-4b1d-8f3b-a5e39540b3ee
• https://archive.ph/JVjHf 

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Fact Check:

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To verify the claim, we conducted a detailed search using relevant keywords but found no credible media reports or official statements to support it. Although Gurugram’s temperature dropped to 0.6 degrees Celsius amid an IMD-issued cold wave warning, there is no evidence to suggest that the city experienced snowfall or hail. As of January 16, 2026, weather records and official sources confirm that no such weather event occurred in Gurugram.

A reverse image search of keyframes extracted from the viral clip traced the same footage to a video uploaded on the YouTube channel Crazy Tube on March 21, 2023. This establishes that the video has been in circulation for nearly three years.  In the original upload, the person filming clearly mentions that the visuals were recorded near a toll plaza, further indicating that the clip is unrelated to the recent weather conditions in Gurugram. Link and Screen Shot

• https://www.youtube.com/watch?v=5LfnQm4V14M&t=24s 

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We also came across an X (formerly Twitter) post from March 19, 2023, which featured images similar to those seen in the viral video. The post described the visuals as being from a hailstorm in Gurugram, indicating that the content predates the current weather conditions and is unrelated to the recent cold wave.

• https://x.com/sumedhasharma86/status/1637496351096467457?s=20

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Conclusion:

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The video is old and predates January 2026, and has been on the internet at least since March 2023. While Gurugram recorded a low of 0.6 degrees Celsius amid an IMD cold wave warning, the city did not experience snowfall or hail as of 16 January 2026.  News reports from March 2023 confirm heavy rain and hail in Delhi and adjoining areas, including parts of Gurugram, but there is no evidence of snowfall in January 2026. Hence, the claim made in the post is MISLEADING.

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