#FactCheck: Fake viral AI video captures a real-time bridge failure incident in Bihar
Executive Summary:
A video went viral on social media claiming to show a bridge collapsing in Bihar. The video prompted panic and discussions across various social media platforms. However, an exhaustive inquiry determined this was not real video but AI-generated content engineered to look like a real bridge collapse. This is a clear case of misinformation being harvested to create panic and ambiguity.

Claim:
The viral video shows a real bridge collapse in Bihar, indicating possible infrastructure failure or a recent incident in the state.
Fact Check:
Upon examination of the viral video, various visual anomalies were highlighted, such as unnatural movements, disappearing people, and unusual debris behavior which suggested the footage was generated artificially. We used Hive AI Detector for AI detection, and it confirmed this, labelling the content as 99.9% AI. It is also noted that there is the absence of realism with the environment and some abrupt animation like effects that would not typically occur in actual footage.

No valid news outlet or government agency reported a recent bridge collapse in Bihar. All these factors clearly verify that the video is made up and not real, designed to mislead viewers into thinking it was a real-life disaster, utilizing artificial intelligence.
Conclusion:
The viral video is a fake and confirmed to be AI-generated. It falsely claims to show a bridge collapsing in Bihar. This kind of video fosters misinformation and illustrates a growing concern about using AI-generated videos to mislead viewers.
Claim: A recent viral video captures a real-time bridge failure incident in Bihar.
Claimed On: Social Media
Fact Check: False and Misleading
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Introduction
Cyber slavery is a form of modern exploitation that begins with online deception and evolves into physical human trafficking. In recent times, cyber slavery has emerged as a serious threat that involves exploiting individuals through digital means under coercive or deceptive conditions. Offenders target innocent individuals and lure them by giving fake promises to offer them employment or alike. Cyber slavery can occur on a global scale, targeting vulnerable individuals worldwide through the internet and is a disturbing continuum of online manipulation that leads to real-world abuse and exploitation, where individuals are entrapped by false promises and subjected to severe human rights violations. It can take many different forms, such as coercive involvement in cybercrime, forced employment in online frauds, exploitation in the gig economy, or involuntary slavery. This issue has escalated to the highest level where Indians are being trafficked for jobs in countries like Laos and Cambodia. Recently over 5,000 Indians were reported to be trapped in Southeast Asia, where they are allegedly being coerced into carrying out cyber fraud. It was reported that particularly Indian techies were lured to Cambodia for high-paying jobs and later they found themselves trapped in cyber fraud schemes, forced to work 16 hours a day under severe conditions. This is the harsh reality for thousands of Indian tech professionals who are lured under false pretences to employment in Southeast Asia, where they are forced into committing cyber crimes.
Over 5,000 Indians Held in Cyber Slavery and Human Trafficking Rings
India has rescued 250 citizens in Cambodia who were forced to run online scams, with more than 5,000 Indians stuck in Southeast Asia. The victims, mostly young and tech-savvy, are lured into illegal online work ranging from money laundering and crypto fraud to love scams, where they pose as lovers online. It was reported that Indians are being trafficked for jobs in countries like Laos and Cambodia, where they are forced to conduct cybercrime activities. Victims are often deceived about where they would be working, thinking it will be in Thailand or the Philippines. Instead, they are sent to Cambodia, where their travel documents are confiscated and they are forced to carry out a variety of cybercrimes, from stealing life savings to attacking international governmental or non-governmental organizations. The Indian embassy in Phnom Penh has also released an advisory warning Indian nationals of advertisements for fake jobs in the country through which victims are coerced to undertake online financial scams and other illegal activities.
Regulatory Landscape
Trafficking in Human Beings (THB) is prohibited under the Constitution of India under Article
23 (1). The Immoral Traffic (Prevention) Act, of 1956 (ITPA) is the premier legislation for the prevention of trafficking for commercial sexual exploitation. Section 111 of the Bharatiya Nyaya Sanhita (BNS), 2023, is a comprehensive legal provision aimed at combating organized crime and will be useful in persecuting people involved in such large-scale scams. India has also ratified certain bilateral agreements with several countries to facilitate intelligence sharing and coordinated efforts to combat transnational organized crime and human trafficking.
CyberPeace Policy Recommendations
● Misuse of Technology has exploited the new genre of cybercrimes whereby cybercriminals utilise social media platforms as a tool for targeting innocent individuals. It requires collective efforts from social media companies and regulatory authorities to time to time address the new emerging cybercrimes and develop robust preventive measures to counter them.
● Despite the regulatory mechanism in place, there are certain challenges such as jurisdictional challenges, challenges in detection due to anonymity, and investigations challenges which significantly make the issue of cyber human trafficking a serious evolving threat. Hence International collaboration between the countries is encouraged to address the issue considering the present situation in a technologically driven world. Robust legislation that addresses both national and international cases of human trafficking and contains strict penalties for offenders must be enforced.
● Cybercriminals target innocent people by offering fake high-pay job opportunities, building trust and luring them. It is high time that all netizens should be aware of such tactics deployed by bad actors and recognise the early signs of them. By staying vigilant and cross-verifying the details from authentic sources, netizens can safeguard themselves from such serious threats which even endanger their life by putting them under restrictions once they are being trafficked. It is a notable fact that the Indian government and its agencies are continuously making efforts to rescue the victims of cyber human trafficking or cyber slavery, they must further develop robust mechanisms in place to conduct specialised operations by specialised government agencies to rescue the victims in a timely manner.
● Capacity building and support mechanisms must be encouraged by government entities, cyber security experts and Non-Governmental Organisations (NGOs) to empower the netizens to follow best practices while navigating the online landscape, providing them with helpline or help centres to report any suspicious activity or behaviour they encounter, and making them empowered to feel safe on the Internet while simultaneously building defenses to stay protected from cyber threats.
References:
2. https://www.bbc.com/news/world-asia-india-68705913
3. https://therecord.media/india-rescued-cambodia-scam-centers-citizens
4. https://www.the420.in/rescue-indian-tech-workers-cambodia-cyber-fraud-awareness/
7. https://www.dyami.services/post/intel-brief-250-indian-citizens-rescued-from-cyber-slavery
8. https://www.mea.gov.in/human-trafficking.htm
9. https://www.drishtiias.com/blog/the-vicious-cycle-of-human-trafficking-and-cybercrime

Introduction
As the sun rises on a new chapter in the Indian telecommunications narrative, the corridors of power in New Delhi are abuzz with palpable excitement and a hint of solemnity. Here, a groundbreaking proposal stands before the lawmakers of the Lok Sabha, not simply a proposed amendment or update to an existing statute, but the cornerstone of a reimagined communications epoch—the Telecommunications Bill of 2023. In every sense, this legislative masterpiece embodies a country at the intersection of tradition and innovation, eager to part ways with vestiges of colonial infrastructure that have shaped its modern landscape.
The Origins
Steeped in history, India's telecommunications system has persevered through a patchwork of regulations and ad hoc policies, growing somewhat unwieldy under the shadow of the Indian Telegraph Act (1885), the Wireless Telegraphy Act (1933), and the Telegraph Wires (Unlawful Possession) Act (1950). Yet, it is within this context of the old guard, a relic of British administration, that the new Telecommunications Bill seeks to transcend the limitations of the past. It aims to dismantle barriers and create an ecosystem that is fluid, adaptable, and resonant with the rapid cadence of technological advancements and the demands of a population increasingly reliant on digital connectivity.
In crafting this bill, the creators have meticulously knitted together an intricate fabric of vibrant threads, each signifying a pillar of progress. To herald an era of unparalleled growth and dynamism, the bill looks beyond the scope of traditional telecommunication services, boldly embracing the convergence of digital mediums such as wire, radio, and optical fibers, aligning with the modalities of 21st-century communication. The bill’s very essence is innovation, etching a new paradigm through its provisions and signalling India's readiness to interface with the ever-expanding digital frontier.
The Defining Features
A novel and defining feature of this bill is its departure from a rigid licensing regime. It forges ahead with 'authorizations'—a signifier that resonates with flexibility, adaptability, and a regulatory approach that isn't mired in bureaucratic inertia but is rather an enabler of swift technological adoption and market responsiveness. This transformative philosophy signifies a departure from the byzantine processes of yore, orbiting instead toward an agile governance model that is both responsive to current needs and anticipative of future trends.
The introduction of mandatory biometric authentication for telecom customers articulates an unyielding stance against the rampant misuse of communication networks. Indeed, this measure draws a fine line between the right to privacy and the exigencies of data protection, posing ethical questions that animate public discourse. This balance seeks to thwart unsolicited commercial communication, exemplifying the state's vigil on the sanctuaries of personal space and tranquility.
In addition, the forward-looking bill tactically addresses the strategic use of spectrum resources with an undercurrent of prescience. By granting ‘spectrum assets’ legislative stature through the National Frequency Allocation Plan and enabling operators to adapt through 'refarming', the bill forms a visionary blueprint for resource optimization. It inherently recognizes that bandwidth is not simply a commercial commodity but one that serves the wider canvas of national imperatives, connectivity goals, and developmental aspirations.
Further embodying the dual themes of openness and vigilance, the bill incorporates provisions for interception and the implementation of a 'trusted sources' regime, a tacit acknowledgement of the cybersecurity challenges that loom on the horizon amidst increasing geopolitical strains. These measures exemplify the act of walking a tightrope between the democratic ideals of transparency and the unyielding requirements of state security.
Looking to the skies, the bill embraces satellite technologies, foreseeing their potential in unshackling the remote and marginalized areas from the constraints of terrestrial infrastructure and thus forging a digitally inclusive society. Acknowledging the expanse of the Indian subcontinent, the bill paves the way for an interconnected, digital hinterland via thoughtful satellite spectrum allocations.
Emphasizing the human thread in the digital weave, the reformulation of the Universal Service Obligation Fund into 'Digital Bharat Nidhi' underscores an unwavering commitment to reaching the unreached. It's the crystallization of a promise that every Indian, regardless of geographical and socio-economic divides, will be privy to the lenses of opportunity presented by the digital revolution.
The Watershed Moment
The introduction of the Telecommunications Bill of 2023 is a watershed moment, a convergence where history and opportunity coalesce, propelling a nation forward with the ambitions of a burgeoning superpower replacing the Indian Telegraph Act (1885), the Wireless Telegraphy Act (1933), and the Telegraph Wires (Unlawful Possession) Act (1950). It carries within its articles and clauses the anticipation of a billion dreams, the catalyst to a regulatory environment that nurtures innovation, equality, and a forward leap into the future.
Conclusion
Through its comprehensive scope and visionary approach, the bill writes a fresh chapter in India's digital saga. It is an unfolding story, pregnant with the possibilities of a nascent digital age, charting a trajectory for an India poised to define its own digital dome of the sky, under which its citizens will thrive for generations to come. With every legislative step, India crafts its legacy, a narrative of evolution, a tableau that reflects the aspirations of its people and their resolve to embrace the force of technology for the collective good. As this bill advances through the legislative labyrinth, it carries the spirit of a digital renaissance nestled in the heart of the world's largest democracy.
References

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