#FactCheck - Viral Video of US President Biden Dozing Off during Television Interview is Digitally Manipulated and Inauthentic
Executive Summary:
The claim of a video of US President Joe Biden dozing off during a television interview is digitally manipulated . The original video is from a 2011 incident involving actor and singer Harry Belafonte. He seems to fall asleep during a live satellite interview with KBAK – KBFX - Eyewitness News. Upon thorough analysis of keyframes from the viral video, it reveals that US President Joe Biden’s image was altered in Harry Belafonte's video. This confirms that the viral video is manipulated and does not show an actual event involving President Biden.

Claims:
A video shows US President Joe Biden dozing off during a television interview while the anchor tries to wake him up.


Fact Check:
Upon receiving the posts, we watched the video then divided the video into keyframes using the inVid tool, and reverse-searched one of the frames from the video.
We found another video uploaded on Oct 18, 2011 by the official channel of KBAK - KBFX - Eye Witness News. The title of the video reads, “Official Station Video: Is Harry Belafonte asleep during live TV interview?”

The video looks similar to the recent viral one, the TV anchor could be heard saying the same thing as in the viral video. Taking a cue from this we also did some keyword searches to find any credible sources. We found a news article posted by Yahoo Entertainment of the same video uploaded by KBAK - KBFX - Eyewitness News.

Upon thorough investigation from reverse image search and keyword search reveals that the recent viral video of US President Joe Biden dozing off during a TV interview is digitally altered to misrepresent the context. The original video dated back to 2011, where American Singer and actor Harry Belafonte was the actual person in the TV interview but not US President Joe Biden.
Hence, the claim made in the viral video is false and misleading.
Conclusion:
In conclusion, the viral video claiming to show US President Joe Biden dozing off during a television interview is digitally manipulated and inauthentic. The video is originally from a 2011 incident involving American singer and actor Harry Belafonte. It has been altered to falsely show US President Joe Biden. It is a reminder to verify the authenticity of online content before accepting or sharing it as truth.
- Claim: A viral video shows in a television interview US President Joe Biden dozing off while the anchor tries to wake him up.
- Claimed on: X (Formerly known as Twitter)
- Fact Check: Fake & Misleading
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Introduction
In an alarming event, one of India’s premier healthcare institutes, AIIMS Delhi, has fallen victim to a malicious cyberattack for the second time in the year. The Incident serves as a clear-cut reminder of the escalating threat landscape faced by the healthcare organisation in this digital age. In the attack, which unfolded with grave implications, the attackers not only explored the vulnerabilities present in the healthcare sector, but this also raised the concern about the security of patient data and the uninterrupted delivery of critical healthcare services. In this blog post, we will explore the incident, what happened, and what safety measures can be taken.
Backdrop
The cyber-security systems deployed in AIIMS, New Delhi, recently detected a malware attack. The nature and scope of the attack were both sophisticated and targeted. This second hack acts as a wake-up call for healthcare organisations nationwide. As the healthcare business increasingly depends on digital technology to improve patient care and operational efficiency, cybersecurity must be prioritised to protect sensitive data. To minimise cyber-attack dangers, healthcare organisations must invest in robust defences such as multi-factor authentication, network security, frequent system upgrades, and employee training.
The attempt was successfully prevented, and the deployed cyber-security systems neutralised the threat. The e-Hospital services remain to be fully secure and are functioning normally.
Impact on AIIMS
Healthcare services have been under hackers’ radar worldwide, and the healthcare sector has been impacted badly. The attack on AIIMS Delhi’s effects has been both immediate and far-reaching. The organisation, which is recognised for delivering excellent healthcare services and performing breakthrough medical research, faced significant interruptions in its everyday operations. Patient care and treatment processes were considerably impeded, resulting in delays, cancellations, and the inability to access essential medical documents. The stolen data raises serious concerns about patient privacy and confidentiality, raising doubts about the institution’s capacity to protect sensitive information. Furthermore, the financial ramifications of the assault, such as the cost of recovery, deploying more robust cybersecurity measures, and potential legal penalties and forensic analyses, contribute to the scale of the effect. The event has also generated public concerns about the institution’s ability to preserve personal information, undermining confidence and degrading AIIMS Delhi’s image.
Impact on Patients: The attacks not only impact the institutes but also have serious implications for the patients and here are some key highlights:
Healthcare Service Disruption: The hack has affected the seamless delivery of healthcare services at AIIMS Delhi. Appointments, surgeries, and other medical treatments may be delayed, cancelled, or rescheduled. This disturbance can result in longer wait times, longer treatment periods, and potential problems from delayed or interrupted therapy.

Patient Privacy and Confidentiality are jeopardised because of the breach of sensitive patient data. Medical data, test findings, and treatment plans may have been compromised. This breach may diminish patient faith in the institution’s capacity to safeguard their personal information, discouraging them from seeking care or submitting sensitive information in the future.
As a result of the cyberattack, patients may endure mental anguish and worry. Fear of possible exploitation of personal health information, confusion about the scope of the breach, and concerns about the security of their healthcare data can all have a negative impact on their mental health. This stress might aggravate pre-existing medical issues and impede total recovery.
Trust at stake: A data breach may harm patients’ faith and confidence in AIIMS Delhi and the healthcare system. Patients rely on healthcare facilities to keep their information secure and confidential while providing safe, high-quality care. A hack can doubt the institution’s ability to safeguard patient data, affecting patients’ overall faith in the organisation and potentially leading to patients seeking care elsewhere.
Cybersecurity Measures
To avoid future hacks and protect patient data, AIIMS Delhi must prioritize enhancing its cybersecurity procedures. The institution can strengthen its resistance to changing threats by establishing strong security practices. The following steps can be considered.
Using Multi-factor Authentication: By forcing users to submit several forms of identity to access systems and data, multi-factor authentication offers an extra layer of protection. AIIMS Delhi may considerably lower the danger of unauthorised access by applying this precaution, even in the case of leaked passwords or credentials. Biometrics and one-time passwords, for example, should be integrated into the institution’s authentication systems.
Improving Network Security and Firewalls: AIIMS Delhi should improve network security by implementing strong firewalls, intrusion detection and prevention systems, and network segmentation. These techniques serve to construct barriers between internal systems and external threats, reducing attackers’ lateral movement within the network. Regular network traffic monitoring and analysis can assist in recognising and mitigating any security breaches.
Risk Assessment: Regular penetration testing and vulnerability assessments are required to uncover possible flaws and vulnerabilities in AIIMS Delhi’s systems and infrastructure. Security professionals can detect vulnerabilities and offer remedial solutions by carrying out controlled simulated assaults. This proactive strategy assists in identifying and addressing any security flaws before attackers exploit them.
Educating and training Healthcare Professionals: Education and training have a crucial role in enhancing cybersecurity practices in healthcare facilities. Healthcare workers, including physicians, nurses, administrators, and support staff, must be well-informed about the importance of cybersecurity and trained in risk-mitigation best practices. This will empower healthcare professionals to actively contribute to protecting the patient’s data and maintaining the trust and confidence of patients.
Learnings from Incidents
AIIMS Delhi should embrace cyber-attacks as learning opportunities to strengthen its security posture. Following each event, a detailed post-incident study should be performed to identify areas for improvement, update security policies and procedures, and improve employee training programs. This iterative strategy contributes to the institution’s overall resilience and preparation for future cyber-attacks. AIIMS Delhi can effectively respond to cyber incidents, minimise the impact on operations, and protect patient data by establishing an effective incident response and recovery plan, implementing data backup and recovery mechanisms, conducting forensic analysis, and promoting open communication. Proactive measures, constant review, and regular revisions to incident response plans are critical for staying ahead of developing cyber threats and ensuring the institution’s resilience in the face of potential future assaults.

Conclusion
To summarise, developing robust healthcare systems in the digital era is a key challenge that healthcare organisations must prioritise. Healthcare organisations can secure patient data, assure the continuation of key services, and maintain patients’ trust and confidence by adopting comprehensive cybersecurity measures, building incident response plans, training healthcare personnel, and cultivating a security culture. Adopting a proactive and holistic strategy for cybersecurity is critical to developing a healthcare system capable of withstanding and successfully responding to digital-age problems.

Introduction
In a landmark move for India’s growing artificial intelligence (AI) ecosystem, ten cutting-edge Indian startups have been selected to participate in the prestigious Global AI Accelerator Programme in Paris. This initiative, jointly facilitated by the Ministry of Electronics and Information Technology (MeitY) under the IndiaAI mission, aims to project India’s AI innovation on the global stage, empower startups to scale impactful solutions while fostering cross-border collaboration.
Launched in alignment with the vision of India as a global AI powerhouse, the IndiaAI initiative has been working on strengthening domestic AI capabilities. Participation in the Paris Accelerator Programme is a direct extension of this mission, offering Indian startups access to world-class mentorship, investor networks, and a thriving innovation ecosystem in France, one of Europe’s AI capitals.
Global Acceleration for Local Impact
The ten selected startups represent diverse verticals, from conversational AI to cybersecurity, edtech and surveillance intelligence. This selection was made after a rigorous evaluation of innovation potential, scalability, and societal impact. Each of these ventures represents India's technological ambition and capacity to solve real-world problems through AI.
The significance of this opportunity goes beyond business growth. It sets the foundation for collaborative policy dialogues, ethical AI development, and bilateral innovation frameworks. With rising global scrutiny on issues such as AI safety, bias, and misinformation, the need for making efforts for a more responsible innovation takes centre stage.
CyberPeace Outlook
India’s participation opens up a pivotal chapter in India's AI diplomacy. Through such initiatives, the importance of AI is not confined just to commercial tools but also as a cornerstone of national security, citizen safety, and digital sovereignty can be explored. As AI systems increasingly integrate with critical infrastructure from health to law enforcement, the role of cyber resilience becomes significant. With the increasing engagement of AI in several sensitive sectors like audio-video surveillance and digital edtech, there is an urgent need for secure-by-design innovation. Including parameters such as security, ethics, and accountability into the development lifecycle becomes important, aligning with its broader goal of harmonising with digital progress.
Conclusion
India’s participation in the Paris Accelerator Programme signifies its commitment to shaping global AI norms and innovation diplomacy. As Indian startups interact with European regulators, investors, and technologists, they carry the responsibility of representing not just business acumen but the values of an open, inclusive, and secure digital future.
This global exposure also feeds directly into India’s domestic AI strategies, a global platform informing policy evolution, enhancing research and development networks, and building a robust talent pipeline. Programmes like these act as bridges, ensuring India remains adaptive in the ever-evolving AI landscape. Encouraging such global engagements while actively working with stakeholders to build frameworks safeguarding national interests, protecting civil liberties, and fostering innovation becomes paramount. As India takes this global leap, the journey ahead must be shaped by innovation, collaboration, and vigilance.
References
- https://egov.eletsonline.com/2025/05/indiaai-selects-10-innovative-startups-for-prestigious-ai-accelerator-programme-in-paris/#:~:text=The%2010%20startups%20selected%20for,audio%2Dvideo%20analytics%20for%20surveillance.
- https://www.pib.gov.in/PressReleasePage.aspx?PRID=2132377
- https://inc42.com/buzz/meet-the-10-indian-ai-startups-selected-for-global-acceleration-programme/
- https://www.businessworld.in/article/govt-to-send-10-ai-startups-to-paris-accelerator-in-push-for-global-reach-558251

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.