#FactCheck - Viral Video Misrepresents Hon'ble Minister of Home Affairs, Shri Amit Shah's Remarks on Reservations, Debunked as Digitally Altered

Introduction

The mysteries of the universe have been a subject of curiosity for humans over thousands of years. To solve these unfolding mysteries of the universe, astrophysicists are always busy, and with the growing technology this seems to be achievable. Recently, with the help of Artificial Intelligence (AI), scientists have discovered the depths of the cosmos. AI has revealed the secret equation that properly “weighs” galaxy clusters. This groundbreaking discovery not only sheds light on the formation and behavior of these clusters but also marks a turning point in the investigation and discoveries of new cosmos. Scientists and AI have collaborated to uncover an astounding 430,000 galaxies strewn throughout the cosmos. The large haul includes 30,000 ring galaxies, which are considered the most unusual of all galaxy forms. The discoveries are the first outcomes of the "GALAXY CRUISE" citizen science initiative. They were given by 10,000 volunteers who sifted through data from the Subaru Telescope. After training the AI on 20,000 human-classified galaxies, scientists released it loose on 700,000 galaxies from the Subaru data. 

Brief Analysis

A group of astronomers from the National Astronomical Observatory of Japan (NAOJ) have successfully applied AI to ultra-wide field-of-view images captured by the Subaru Telescope. The researchers achieved a high accuracy rate in finding and classifying spiral galaxies, with the technique being used alongside citizen science for future discoveries.

Astronomers are increasingly using AI to analyse and clean raw astronomical images for scientific research. This involves feeding photos of galaxies into neural network algorithms, which can identify patterns in real data more quickly and less prone to error than manual classification. These networks have numerous interconnected nodes and can recognise patterns, with algorithms now 98% accurate in categorising galaxies.

Another application of AI is to explore the nature of the universe, particularly dark matter and dark energy, which make up over 95% energy of the universe. The quantity and changes in these elements have significant implications for everything from galaxy arrangement.

AI is capable of analysing massive amounts of data, as training data for dark matter and energy comes from complex computer simulations. The neural network is fed these findings to learn about the changing parameters of the universe, allowing cosmologists to target the network towards actual data.

These methods are becoming increasingly important as astronomical observatories generate enormous amounts of data. High-resolution photographs of the sky will be produced from over 60 petabytes of raw data by the Vera C. AI-assisted computers are being utilized for this.

Data annotation techniques for training neural networks include simple tagging and more advanced types like image classification, which classify an image to understand it as a whole. More advanced data annotation methods, such as semantic segmentation, involve grouping an image into clusters and giving each cluster a label.

This way, AI is being used for space exploration and is becoming a crucial tool. It also enables the processing and analysis of vast amounts of data. This advanced technology is fostering the understanding of the universe. However, clear policy guidelines and ethical use of technology should be prioritized while harnessing the true potential of contemporary technology. 

Policy Recommendation

• Real-Time Data Sharing and Collaboration - Effective policies and frameworks should be established to promote real-time data sharing among astronomers, AI developers and research institutes. Open access to astronomical data should be encouraged to facilitate better innovation and bolster the application of AI in space exploration. 
  

• Ethical AI Use - Proper guidelines and a well-structured ethical framework can facilitate judicious AI use in space exploration. The framework can play a critical role in addressing AI issues pertaining to data privacy, AI Algorithm bias and transparent decision-making processes involving AI-based tech. 
• Investing in Research and Development (R&D) in the AI sector - Government and corporate giants should prioritise this opportunity to capitalise on the avenue of AI R&D in the field of space tech and exploration. Such as funding initiatives focusing on developing AI algorithms coded for processing astronomical data, optimising telescope operations and detecting celestial bodies.
• Citizen Science and Public Engagement - Promotion of citizen science initiatives can allow better leverage of AI tools to involve the public in astronomical research. Prominent examples include the SETI @ Home program (Search for Extraterrestrial Intelligence), encouraging better outreach to educate and engage citizens in AI-enabled discovery programs such as the identification of exoplanets, classification of galaxies and discovery of life beyond earth through detecting anomalies in radio waves. 
• Education and Training - Training programs should be implemented to educate astronomers in AI techniques and the intricacies of data science. There is a need to foster collaboration between AI experts, data scientists and astronomers to harness the full potential of AI in space exploration. 
• Bolster Computing Infrastructure - Authorities should ensure proper computing infrastructure should be implemented to facilitate better application of AI in astronomy. This further calls for greater investment in high-performance computing devices and structures to process large amounts of data and AI modelling to analyze astronomical data. 

Conclusion

AI has seen an expansive growth in the field of space exploration. As seen, its multifaceted use cases include discovering new galaxies and classifying celestial objects by analyzing the changing parameters of outer space. Nevertheless, to fully harness its potential, robust policy and regulatory initiatives are required to bolster real-time data sharing not just within the scientific community but also between nations. Policy considerations such as investment in research, promoting citizen scientific initiatives and ensuring education and funding for astronomers. A critical aspect is improving key computing infrastructure, which is crucial for processing the vast amount of data generated by astronomical observatories. 

References

• https://mindy-support.com/news-post/astronomers-are-using-ai-to-make-discoveries/
• https://www.space.com/citizen-scientists-artificial-intelligence-galaxy-discovery
• https://www.sciencedaily.com/releases/2024/03/240325114118.htm
• https://phys.org/news/2023-03-artificial-intelligence-secret-equation-galaxy.html
• https://www.space.com/astronomy-research-ai-future

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Introduction

With the advent of the internet, the world revealed the promise of boundless connection and the ability to bridge vast distances with a single click. However, as we wade through the complex layers of the digital age, we find ourselves facing a paradoxical realm where anonymity offers both liberation and a potential for unforeseen dangers. Omegle, a chat and video messaging platform, epitomizes this modern conundrum. Launched over a decade ago in 2009, it has burgeoned into a popular avenue for digital interaction, especially amidst the heightened need for human connection spurred by the COVID-19 pandemic's social distancing requirements. Yet, this seemingly benign tool of camaraderie, tragically, doubles as a contemporary incarnation of Pandora's box, unleashing untold risks upon the online privacy and security landscape. Omegle shuts down its operations permanently after 14 years of its service.

The Rise of Omegle 

The foundations of this nebulous virtual dominion can be traced back to the very architecture of Omegle. Introduced to the world as a simple, anonymous chat service, Omegle has since evolved, encapsulating the essence of unpredictable human interaction. Users enter this digital arena, often with the innocent desire to alleviate the pangs of isolation or simply to satiate curiosity; yet they remain blissfully unaware of the potential cybersecurity maelstrom that awaits them.

As we commence a thorough inquiry into the psyche of Omegle's vast user base, we observe a digital diaspora with staggering figures. The platform, in May 2022, counted 51.7 million unique visitors, a testament to its sprawling reach across the globe. Delve a bit deeper, and you will uncover that approximately 29.89% of these digital nomads originate from the United States. Others, in varying percentages, flock from India, the Philippines, the United Kingdom, and Germany, revealing a vast, intricate mosaic of international engagement.

Such statistics beguile the uninformed observer with the lie of demographic diversity. Yet we must proceed with caution, for while the platform boasts an impressive 63.91% male patronage, we cannot overlook the notable surge in female participation, which has climbed to 36.09% during the pandemic era. More alarming still is the revelation, borne out of a BBC investigation in February 2021, that children as young as seven have trespassed into Omegle's adult sections—a section purportedly guarded by a minimum age limit of thirteen. How we must ask, has underage presence burgeoned on this platform? A sobering pointer finger towards the platform's inadvertent marketing on TikTok, where youthful influencers, with abandon, promote their Omegle exploits under the #omegle hashtag.

The Omegle Allure

Omegle's allure is further compounded by its array of chat opportunities. It flaunts an adult section awash with explicit content, a moderated chat section that, despite the platform's own admissions, remains imperfectly patrolled, and an unmoderated section, its entry pasted with forewarnings of an 18+ audience. Beyond these lies the college chat option, a seemingly exclusive territory that only admits individuals armed with a verified '.edu' email address.

The effervescent charm of Omegle's interface, however, belies its underlying treacheries. Herein lies a digital wilderness where online predators and nefarious entities prowl, emboldened by the absence of requisite registration protocols. No email address, no unique identifier—pestilence to any notion of accountability or safeguarding. Within this unchecked reality, the young and unwary stand vulnerable, a hapless game for exploitation. 

Threat to Users 

Venture even further into Omegle's data fiefdom, and the spectre of compromise looms larger. Users, particularly the youth, risk exposure to unsuitable content, and their naivety might lead to the inadvertent divulgence of personal information. Skulking behind the facade of connection, opportunities abound for coercion, blackmail, and stalking—perils rendered more potent as every video exchange and text can be captured, and recorded by an unseen adversary. The platform acts as a quasi-familiar confidante, all the while harvesting chat logs, cookies, IP addresses, and even sensory data, which, instead of being ephemeral, endure within Omegle's databases, readily handed to law enforcement and partnered entities under the guise of due diligence.

How to Combat the threat 

In mitigating these online gorgons, a multi-faceted approach is necessary. To thwart incursion into your digital footprint, adults, seeking the thrills of Omegle's roulette, would do well to cloak their activities with a Virtual Private Network (VPN), diligently pore over the privacy policy, deploy robust cybersecurity tools, and maintain an iron-clad reticence on personal disclosures. For children, the recommendation gravitates towards outright avoidance. There, a constellation of parental control mechanisms await the vigilant guardian, ready to shield their progeny from the internet's darker alcoves.

Conclusion 

In the final analysis, Omegle emerges as a microcosm of the greater web—a vast, paradoxical construct proffering solace and sociability, yet riddled with malevolent traps for the uninformed. As digital denizens, our traverse through this interconnected cosmos necessitates a relentless guarding of our private spheres and the sober acknowledgement that amidst the keystrokes and clicks, we must tread with caution lest we unseal the perils of this digital Pandora's box.

References:

https://www.business-standard.com/technology/tech-news/omegle-shuts-down-operations-permanently-after-14-years-of-its-service-123110900743_1.html

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Executive Summary:

In the recent advisory the Indian Computer Emergency Response Team (CERT-In) has released a high severity warning in the older versions of the software across Apple devices. This high severity rating is because of the multiple vulnerabilities reported in Apple products which could allow the attacker to unfold the sensitive information, and execute arbitrary code on the targeted system. This warning is extremely useful to remind of the necessity to have the software up to date to prevent threats of a cybernature. It is important to update the software to the latest versions and cyber hygiene practices.

Devices Affected:

CERT-In advisory highlights significant risks associated with outdated software on the following Apple devices:

• iPhones and iPads: iOS versions that are below 18 and the 17.7 release.
• Mac Computers: All macOS builds before 14.7 (20G71), 13.7 (20H34), and  earlier 20.2 for Sonoma, Ventura, Sequoia, respectively.
• Apple Watches: watchOS versions prior to 11
• Apple TVs: tvOS versions prior to 18
• Safari Browsers: versions prior to 18
• Xcode: versions prior to 16
• visionOS: versions prior to 2

Details of the Vulnerabilities:

The vulnerabilities discovered in these Apple products could potentially allow attackers to perform the following malicious activities:

1. Access sensitive information: The attackers could easily access the sensitive information stored in other parts of the violated gadgets.
2. Execute arbitrary code: The web page could be compromised with malcode and run on the targeted system which in the worst scenario would give the intruder full Administrator privileges on the device.
3. Bypass security restrictions: Measures agreed to safeguard the device and information contained on it may be easily bypassed and the system left open to more proliferation.
4. Cause denial-of-service (DoS) attacks: The vulnerabilities could be used to cause the targeted device or service to be unavailable to the rightful users.
5. Perform spoofing attacks: There could be a situation where the attackers created fake entities or users or accounts to have a way into important information or do other unauthorized activities.
6. Elevate privileges: It is also stated that weaknesses might be exploited to authorize the attacker a higher level of privileges in the system they are targets.
7. Engage in cross-site scripting (XSS) attacks: Some of them make the associated Web applications/sites prone to XSS attacks by injecting hostile scripts into Web page code.

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Vulnerabilities:

CVE-2023-42824

• Attack vector could allow a local attacker to elevate their privileges and potentially execute arbitrary code.

Affected System

• Apple's iOS and iPadOS software

CVE-2023-42916

• To improve the out of bounds read it was mitigated with improved input validation which was resolved later.

Affected System

• Safari, iOS, iPadOS, macOS, and Apple Watch Series 4 and later devices running watchOS 10.2

CVE-2023-42917

• leads to arbitrary code execution, and there have been reports of it being exploited in earlier versions of iOS.

Affected System

• Apple's Safari browser, iOS, iPadOS, and macOS Sonoma systems

Recommended Actions for Users:

To mitigate these risks, that users take immediate action:

• Update Software: Ensure all your devices are on the most current version of the operating systems they use. Repetitive updates have important security updates that fix identified weaknesses or flaws within the system.
• Monitor Device Activity: Stay vigilant if something doesn’t seem right; if your gadgets are accessed by someone who isn’t you.
• Always use strong, distinct passwords and use two-factor authentication.
• Install and update the antivirus and Firewall softwares.
• Avoid downloading any applications or clicking   link from unknown sources 

Conclusion:

The advisory from CERT-In, clearly demonstrates the fundamental need of keeping the software on all Apple devices up to date. Consumers need to act right away to patch their devices and apply best security measures like using multiple factors for login and system scanning.  This advisory has come out when Apple has just released new products into the market such as the iPhone 16 series in India. When consumers embrace new technologies it is important for them to observe relevant measures of security precautions. Maintaining good cyber hygiene is a critical process for the protection against new threats.

Reference:

• https://www.cert-in.org.in/s2cMainServlet?pageid=PUBVLNOTES02&VLCODE=CIAD-2023-0043
• https://www.cve.org/CVERecord?id=CVE-2023-42916
• https://www.cve.org/CVERecord?id=CVE-2023-42917
• https://www.bizzbuzz.news/technology/gadjets/cert-in-issues-advisory-on-vulnerabilities-affecting-iphones-ipads-and-macs-1337253#google_vignette
• https://www.wionews.com/videos/india-warns-apple-users-of-high-severity-security-risks-in-older-software-761396

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