#FactCheck: AI Generated audio of CDS admitting that Pakistan Army is superior than Indian Army.
Executive Summary:
A viral social media claim alleges that India’s Chief of Defence Staff (CDS), General Anil Chauhan, praised Pakistan’s Army as superior during “Operation Sindoor.” Fact-checking confirms the claim is false. The original video, available on The Hindu’s official channel, shows General Chauhan inaugurating Ran-Samwad 2025 in Mhow, Madhya Pradesh. At the 1:22:12 mark, the genuine segment appears, proving the viral clip was altered. Additionally, analysis using Hiya AI Audio identified voice manipulation, flagging the segment as a deepfake with an authenticity score of 1/100. The fabricated statement was: “never mess with Pakistan because their army appears to be far more superior.” Thus, the viral video is doctored and misleading.
Claim:
A viral claim is being shared on social media (archived link) falsely claiming that India’s Chief of Defence Staff (CDS), General Anil Chauhan described Pakistan’s Army as superior and more advanced during Operation Sindoor.

Fact Check:
After performing a reverse image search we found a full clip on the official channel of The Hindu in which Chief of Defence Staff Anil Chauhan inaugurated ‘Ran-Samwad’ 2025 in Mhow, Madhya Pradesh.

In the clip on the time stamp of 1:22:12 we can see the actual part of the video segment which was manipulated in the viral video.
Also, by using Hiya AI Audio tool we got to know that the voice was manipulated in the specific segment of the video. The result shows Deepfake with an authenticity score 1/100, the result also shows the statement which is deepfake which was “ was to never mess with Pakistan because their army appears to be far more superior”.

Conclusion:
The viral video attributing remarks to CDS General Anil Chauhan about Pakistan’s Army being “superior” is fabricated. The original footage from The Hindu confirms no such statement was made, while forensic analysis using Hiya AI Audio detected clear voice manipulation, identifying the clip as a deepfake with minimal authenticity. Hence, the claim is baseless, misleading, and an attempt to spread disinformation.
- Claim: AI Generated audio of CDS admitting that the Pakistan Army is superior to the Indian Army.
- Claimed On: Social Media
- Fact Check: False and Misleading
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Introduction:
Welcome to the third edition of our blog on digital forensics series. In our previous blog we discussed the difference between copying, cloning, and imaging in the context of Digital Forensics, and found out why imaging is a better process. Today we will discuss the process of evidence collection in Digital Forensics. The whole process starts with making sure the evidence collection team has all necessary tools required for the task.
Investigating Tools and Equipment:
Below are some mentioned tools that the team should carry with them for a successful evidence collection:
- Anti-static bags
- Faraday bags
- Toolkit having screwdrivers(nonmagnetic), scissors, pins, cutters, forceps, clips etc.
- Rubber gloves
- Incident response toolkit (Software)
- Converter/Adapter: USB, SATA, IDE, SCSI
- Imaging software
- Volatile data collection tools (FTK Imager, Magnet Forensics RAM Capture)
- Pens, permanent markers
- Storage containers
- Batteries
- Video cameras
- Note/sketch pads
- Blank storage media
- Write-Blocker device
- Labels
- Crime scene security tapes
- Camera
What sources of Data are necessary for Digital Evidence?
- Hard-Drive (Desktop, Laptop, External, Server)
- Flash Drive
- SD Cards
- Floppy Disks
- Optical Media (CD, DVD)
- CCTV/DVR
- Internal Storage of Mobile Device
- GPS (Mobile/Car)
- Call Site Track (Towers)
- RAM

Evidence Collection
The investigators encounter two primary types of evidence during the course of gathering evidence: non-electronic and electronic evidence.
The following approaches could be used to gather non-electronic evidence:
- In the course of looking into electronic crimes, recovering non-electronic evidence can be extremely important. Be cautious to make sure that this kind of evidence is retrieved and kept safe. Items that may be relevant to a later review of electronic evidence include passwords, papers or printouts, calendars, literature, hardware and software manuals, text or graphical computer printouts, and photos. These items should be secured and kept for further examination.
- They are frequently found close to the computer or other related hardware. Locating, securing, and preserving all evidence is required by departmental procedures.
Three scenarios arise for the collection of digital evidence from computers:
Situation 1: The desktop is visible, and the monitor is on.
- Take a picture of the screen and note the data that is visible.
- Utilize tools for memory capturing to gather volatile data.
- Look for virtual disks. If so, gather mounted data's logical copies.
- Give each port and connection a label.
- Take a picture of them.
- Turn off network access to stop remote access.
- Cut off the power or turn it off.
- Locate and disconnect the hard drive by opening the CPU chassis.
- Take all evidence and place it in anti-magnetic (Faraday) bags.
- Deliver the evidence to the forensic lab.
- Keep the chain of custody intact.
Situation 2: The monitor is turned on, but it either has a blank screen (sleep mode) or an image for the screensaver.
- Make a small mouse movement (without pressing buttons). The work product should appear on the screen, or it should ask for a password.
- If moving the mouse does not result in a change to the screen, stop using the mouse and stop all keystrokes.
- Take a picture of the screen and note the data that is visible.
- Use memory capturing tools to gather volatile data (always use a write blocker to prevent manipulation during data collection).
- Proceed further in accordance with Situation 1.
Situation 3: The Monitor Is Off
- Write down the "off" status.
- After turning on the monitor, check to see if its status matches that of situations 1 or 2 above, and then take the appropriate action.
- Using a phone modem, cable, confirm that you are connected to the outside world. Try to find the phone number if there is a connection to the phone.
- To protect evidence, take out the floppy disks that might be there, package each disk separately, and label the evidence. Put in a blank floppy disk or a seizure disk, if one is available. Avoid touching the CD drive or taking out CDs.
- Cover the power connector and every drive slot with tape.
- Note the serial number, make, and model.
- Take a picture of the computer's connections and make a diagram with the relevant cables.
- To enable precise reassembly at a later date, label all connectors and cable ends, including connections to peripheral devices. Put "unused" on any connection ports that are not in use. Recognize docking stations for laptop computers in an attempt to locate additional storage media.
- All evidence should be seized and placed in anti-magnetic (Faraday) bags.
- All evidence should be seized and placed in anti-magnetic (Faraday) bags.
- Put a tag or label on every bag.
- Deliver the evidence to the forensic lab.
- Keep the chain of custody intact.
Following the effective gathering of data, the following steps in the process are crucial: data packaging, data transportation, and data storage.
The following are the steps involved in data packaging, transportation, and storage:
Packaging:
- Label every computer system that is gathered so that it can be put back together exactly as it was found
When gathering evidence at a scene of crime,
- Before packing, make sure that every piece of evidence has been appropriately labeled and documented.
- Latent or trace evidence requires particular attention, and steps should be taken to preserve it.
- Use paper or antistatic plastic bags for packing magnetic media to prevent static electricity. Do not use materials like regular plastic bags (instead use faraday bags) that can cause static electricity.
- Be careful not to bend, fold, computer media like tapes, or CD-ROM.
- Make sure that the labels on every container used to store evidence are correct.
Transporting
- Make sure devices are not packed in containers and are safely fastened inside the car to avoid shock and excessive vibrations. Computers could be positioned on the floor of the car,and monitors could be mounted on the seat with the screen down .
When transporting evidence—
- Any electronic evidence should be kept away from magnetic sources. Radiation transmitters, speaker magnets, and heated seats are a few examples of items that can contaminate electronic evidence.
- Avoid leaving electronic evidence in your car for longer than necessary. Electronic devices can be harmed by extremes in temperature, humidity.
- Maintain the integrity of the chain of custody while transporting any evidence.
Storing
- Evidence should be kept safe and away from extremes in humidity and temperature. Keep it away from dust, moisture, magnetic devices, and other dangerous impurities. Be advised that extended storage may cause important evidence—like dates, times, and system configurations—to disappear. Because batteries have a finite lifespan, data loss may occur if they malfunction. Whenever the battery operated device needs immediate attention, it should be informed to the relevant authority (eg., the chief of laboratory, the forensic examiner, and the custodian of the evidence).
CONCLUSION:
Thus, securing the crime scene to packaging, transportation and storage of data are the important steps in the process of collecting digital evidence in forensic investigations. Keeping the authenticity during the process along with their provenance is critical during this phase. It is also important to ensure the admissibility of evidence in legal proceedings. This systematic approach is essential for effectively investigating and prosecuting digital crimes.
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Executive Summary:
A viral video claims to show a massive cumulonimbus cloud over Gurugram, Haryana, and Delhi NCR on 3rd September 2025. However, our research reveals the claim is misleading. A reverse image search traced the visuals to Lviv, Ukraine, dating back to August 2021. The footage matches earlier reports and was even covered by the Ukrainian news outlet 24 Kanal, which published the story under the headline “Lviv Covered by Unique Thundercloud: Amazing Video”. Thus, the viral claim linking the phenomenon to a recent event in India is false.
Claim:
A viral video circulating on social media claims to show a massive cloud formation over Gurugram, Haryana, and the Delhi NCR region on 3rd September 2025. The cloud appears to be a cumulonimbus formation, which is typically associated with heavy rainfall, thunderstorms, and severe weather conditions.

Fact Check:
After conducting a reverse image search on key frames of the viral video, we found matching visuals from videos that attribute the phenomenon to Lviv, a city in Ukraine. These videos date back to August 2021, thereby debunking the claim that the footage depicts a recent weather event over Gurugram, Haryana, or the Delhi NCR region.


Further research revealed that a Ukrainian news channel named 24 Kanal, had reported on the Lviv thundercloud phenomenon in August 2021. The report was published under the headline “Lviv Covered by Unique Thundercloud: Amazing Video” ( original in Russian, translated into English).

Conclusion:
The viral video does not depict a recent weather event in Gurugram or Delhi NCR, but rather an old incident from Lviv, Ukraine, recorded in August 2021. Verified sources, including Ukrainian media coverage, confirm this. Hence, the circulating claim is misleading and false.
- Claim: Old Thundercloud Video from Lviv city in Ukraine Ukraine (2021) Falsely Linked to Delhi NCR, Gurugram and Haryana.
- Claimed On: Social Media
- Fact Check: False and Misleading.
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Introduction
With the advent of cloud computing, new information and asset delivery avenues have become possible, including Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service. With this change, the conventional paradigm of "computer as a product" is replaced with "computing as a service," which is provided to customers via the internet by big data warehouses or the cloud. Additionally, it has brought about an essential shift in how organisations function, allowing them to access computer tools and services online instead of needing to construct and manage their IT systems. As a result, organizations are now more agile, scalable, and efficient and can react swiftly to shifting consumer demands and market situations.
The Growth of Remote and Hybrid Workspaces
Hybrid and remote workplaces are becoming more popular post-pandemic era. Many businesses have used regional workplace solutions to manage a more scattered workforce. IT departments are put in a difficult position since they have to make sure that branch office staff and remote workers can access the information they require safely and dependably. VPNs and Direct Internet Access links are becoming more and more popular, thus IT professionals are coming up with innovative ways for connecting distant locations to the main office while protecting the confidentiality of information.
User Portability
The widespread use of mobile devices for work, along with the growing Bring Your Own Device (BYOD) culture, has significantly contributed to the rise of remote work and flexible work environments. Employees can now connect to corporate systems using either personal or company-issued devices through secure methods such as Virtual Private Networks (VPNs) or cloud-based platforms. This has made teleworking, work-from-home setups, and flexible work hours increasingly common and practical, allowing for greater productivity and work-life balance.
Growing Volume of Traffic
Professionals in the modern workplace must have access to private apps stored in a data centre or a multi-cloud setup. Nevertheless, these programs might not always be easily accessible from branch offices or by remote workers and staff members might not have instant support for IT. Organizations must discover solutions to this problem so that remote workers may consistently and dependably access company resources while also making the most of their current assets. It is important to note that employees need reliable and secure ways to access their work tools from anywhere, just like they would in the office.
Battling Networking and Security Issues in a Post-Pandemic Setting
While many businesses have successfully adopted a cloud-first approach for new system implementations or have deployed specific Software-as-a-Service (SaaS) solutions, many are still struggling to fully reap the benefits of moving most or all of their business software to the cloud.
- Conventional IT frameworks allowed for the creation of the present company applications. Because of this, these applications are frequently inflexible and configured for fixed capacity across a limited number of data facilities. Certain organizations could lack the elements required to oversee an entire cloud migration. This could be the result of things like an affinity for on-premises systems, aversion to alteration, or a lack of experience with cloud systems.
- Although cloud computing might be a cost-effective solution for some workloads, it might not be the best choice overall. Running certain applications in a combination of cloud services or on-premises may be more cost-effective.
- Particularly if they are regionally distributed, workloads requiring high connection speeds or low latency may not be ideal for cloud computing.
- If a corporation lacks authority over the servers in the cloud, it may be concerned about the integrity of its data stored there. Consequently, they would rather keep it inside their data facilities.
- Firms may be restricted in their ability to migrate some types of information to the cloud by legal or compliance regulations.
Networking and Cybersecurity Consolidation: Handling Present Risks
In the past, protecting a network required establishing boundaries and keeping an eye on communication between recognized devices. However, it is now required for a network's components to work together as a cohesive system due to shifting expectations. To do this, flexible network pieces must be able to communicate with one another while also protecting workflows, apps, and payments that move across different devices. The current problem is to effortlessly combine security with network capabilities and connection so that data can flow between constantly moving devices while being inspected, encrypted, and subject to regulation.
Infrastructure and security personnel must update their methods and equipment to better meet these constraints to deliver reliable, efficient, and trustworthy access across users, apps, and regions within an enterprise. Inevitably, networking and safety will eventually merge for improved organizational alignment.
Businesses may stay ahead of the competition in attracting top people in an increasingly diverse and cost-effective workplace by integrating a virtual and physical workforce. The future of security solutions lies in consolidation and platformisation; a cloud-centric Secure Access Service Edge (SASE) the capacity offering paired with network edge capabilities like secured Software-Defined Wide Area Network (SD-WAN) can improve and automate the safety measures of the company while also cutting down on the complexity and expense of managing disparate point remedies.
Safe Networking: Moving Towards This Phenomenon and Concentration of Cybersecurity
Companies relying on conventional networking models often face challenges in securing modern elements, such as cloud-based applications, remote users, mobile devices, and distributed locations, because traditional networks were not designed with these factors in mind. A robust networking strategy integrates both safety and networking into one system to get around these problems. It enhances security posture and network performance. It improves the user's experience and lessens the complexities of management. It is important to combine point product providers into a risk management platform rather than implementing safety measures one at a time. Tighter cooperation, greater efficiency, and a quicker, better-coordinated reaction to network threats are made possible by this.
SASE: A Coordinated Method
Secure Access Service Edge (SASE) is a cloud-based architecture that offers security and networking solutions as needed and unites all edges into a single logical connection.
SASE drivers
Conventional safety measures are ill-suited to deal with the more dispersed and complicated IT environment brought about by the advent of the Internet of Things, edge computing, and telecommuting. Using SASE, security and network services may be accessed from the cloud, eliminating the need to backhaul traffic to a single data centre for safety assessment.
- Distant user traffic assessment and blind spots presented difficulties for companies.
- Full oversight over hybrid network operations is provided by SASE technology, which provides network services including FWaaS, SWG, DLP, and CASB.
- Issues around abnormal port usage and policy violations have arisen as more customers access SaaS apps from different gadgets and regions.
- SASE technology reduces the cost of hiring IT staff by combining safe access to resources from one supplier.
- SASE technology consolidates secure accessibility capabilities from one vendor, hence lowering the cost of hiring IT workers.
- One major benefit of SASE technology is its ease of administration. Even when overseeing multiple offices inside a corporate network, the IT department's job is minimized because a single cloud-based administrator manages the entire system.
Recommendations
- For high-risk use cases, consider utilizing Zero Trust Network Access to supplement or replace the outdated VPN for distant users.
- Take inventory of the gear and agreements in order to progressively replace the branch and perimeter hardware on-site over a few years in favour of delivering SASE functionalities via the cloud.
- Simplify and cut expenses by grouping suppliers when VPN, CASB, and encrypted web portal agreements are up for renewal. Profit from a market that has come together and integrated these security edge services.
- Limit SASE products to a couple of partnering companies.
- Irrespective of location, integrate Zero Trust Network Access (ZTNA) and methods of authorization (such as MFA) for every client, including those in the workplace or branch.
- To meet security and regulatory requirements, select SASE products that provide you control over where inspection takes place, how traffic is directed, what is recorded, and where records are kept.
Conclusion
The development of cloud technology, the rise of offsite and hybrid workplaces, and the increased challenges in communication and privacy following the pandemic highlight the necessity for a comprehensive and integrated strategy. By adopting SASE (Secure Access Service Edge), a cloud-centric framework that enables secure connectivity across diverse environments, businesses can enhance cybersecurity, streamline operations, and adapt to the evolving needs of modern workplaces. This approach ultimately contributes to a safer and more efficient future for information architecture.
References
- https://www.dsci.in/files/content/knowledge-centre/2023/DSCI-Fortinet%20POV%20Paper.pdf
- https://www.datacenterknowledge.com/cloud/cloud-trends-and-cybersecurity-challenges-navigating-future
- https://banagevikas.medium.com/cybersecurity-trends-2024-navigating-the-future-10383ec10efe
Authors:
Soumya Gangele (Intern - Tech & Policy), CyberPeace
Neeraj Soni (Sr. Researcher), CyberPeace