#FactCheck- Viral video falsely linked to Bangladeshi infiltrator killed at Tripura border; actually shows militant killed in Kulgam encounter

Introduction

The US national cybersecurity strategy was released at the beginning of March this year. The aim of the cybersecurity strategy is to build a more defensive and resilient digital mechanism through general investments in the cybersecurity infrastructure. It is important to invest in a resilient future, And the increasing digital diplomacy and private-sector partnerships, regulation of crucial industries, and holding software companies accountable if their products enable hackers in.

What is the cybersecurity strategy  

The US National cybersecurity strategy is the plan which organisations pursue to fight against cyberattacks and cyber threats, and also they plan a risk assessment plan for the future in a resilient way. Through the cybersecurity strategy, there will be appropriate defences against cyber threats.

US National Cybersecurity Strategy-

the national cybersecurity strategy mainly depends on five pillars-

1. Critical infrastructure- The national cybersecurity strategy intends to defend important infrastructure from cyberattacks, for example, hospitals and clean energy installations. This pillar mainly focuses on the security and resilience of critical systems and services that are critical.
2. Disrupt & Threat Assessment- This strategy pillar seeks to address and eliminate cyber attackers who endanger national security and public safety.
3. Shape the market forces in resilient and security has driven-
4. Invest in resilient future approaches.
5. Forging international partnerships to pursue shared goals.

Need for a National cybersecurity strategy in India –

India is becoming more reliant on technology for day-to-day purposes, communication and banking aspects. And as per the computer emergency response team (CERT-In), in 2022, ransomware attacks increased by 50% in India. Cybercrimes against individuals are also rapidly on the rise. To build a safe cyberspace, India also required a national cybersecurity strategy in the country to develop trust and confidence in IT systems.

Learnings for India-

India has a cybersecurity strategy just now but India can also implement its cybersecurity strategy as the US just released. For the threats assessments and for more resilient future outcomes, there is a need to eliminate cybercrimes and cyber threats in India.

Shortcomings of the US National Cybersecurity Strategy-

• The implementation of the United States National Cybersecurity Strategy has Some problems and things that could be improved in it. Here are some as follows:

• Significant difficulties: The cybersecurity strategy proved to be difficult for government entities. The provided guidelines do not fulfil the complexity and growing cyber threats.
• Insufficient to resolve desirable points: the implementation is not able to resolve some, of the aspects of national cybersecurity strategies, for example, the defined goals and resource allocation, which have been determined to be addressed by the national cybersecurity strategy and implementation plan.
• Lack of Specifying the Objectives: the guidelines shall track the cybersecurity progress, and the implementation shall define the specific objectives.
• Implementation Alone is insufficient: cyber-attacks and cybercrimes are increasing daily, and to meet this danger, the US cybersecurity strategy shall not depend on the implementation. However, the legislation will help to involve public-private collaboration, and technological advancement is required.
• The strategy calls for critical infrastructure owners and software companies to meet minimum security standards and be held liable for flaws in their products, but the implementation and enforcement of these standards and liability measures must be clearly defined.

Conclusion

There is a legitimate need for a national cybersecurity strategy to fight against the future consequences of the cyber pandemic. To plan proper strategies and defences. It is crucial to avail techniques under the cybersecurity strategy. And India is increasingly depending on technology, and cybercrimes are also increasing among individuals. Healthcare sectors and as well on educational sectors, so to resolve these complexities, there is a need for proper implementations.

Introduction

Advanced deepfake technology blurs the line between authentic and fake. To ascertain the credibility of the content it has become important to differentiate between genuine and manipulated or curated online content highly shared on social media platforms. AI-generated fake voice clone, videos are proliferating on the Internet and social media. There is the use of sophisticated AI algorithms that help manipulate or generate synthetic multimedia content such as audio, video and images. As a result, it has become increasingly difficult to differentiate between genuine, altered, or fake multimedia content. McAfee Corp., a well-known or popular global leader in online protection, has recently launched an AI-powered deepfake audio detection technology under Project “Mockingbird” intending to safeguard consumers against the surging threat of fabricated or AI-generated audio or voice clones to dupe people for money or unauthorisly obtaining their personal information. McAfee Corp. announced its AI-powered deepfake audio detection technology, known as Project Mockingbird, at the Consumer Electronics Show, 2024.

What is voice cloning?

To create a voice clone of anyone's, audio can be deeplyfaked, too, which closely resembles a real voice but, in actuality, is a fake voice created through deepfake technology. 

Emerging Threats: Cybercriminal Exploitation of Artificial Intelligence in Identity Fraud, Voice Cloning, and Hacking Acceleration

AI is used for all kinds of things from smart tech to robotics and gaming. Cybercriminals are misusing artificial intelligence for rather nefarious reasons including voice cloning to commit cyber fraud activities. Artificial intelligence can be used to manipulate the lips of an individual so it looks like they're saying something different, it could also be used for identity fraud to make it possible to impersonate someone for a remote verification for your bank and it also makes traditional hacking more convenient. Cybercriminals have been misusing advanced technologies such as artificial intelligence, which has led to an increase in the speed and volume of cyber attacks, and that's been the theme in recent times.

Technical Analysis

To combat Audio cloning fraudulent activities, McAfee Labs has developed a robust AI model that precisely detects artificially generated audio used in videos or otherwise.

• Context-Based Recognition: Contextual assessment is used by technological devices to examine audio components in the overall setting of an audio. It improves the model's capacity to recognise discrepancies suggestive of artificial intelligence-generated audio by evaluating its surroundings information.
• Conductual Examination: Psychological detection techniques examine linguistic habits and subtleties, concentrating on departures from typical individual behaviour. Examining speech patterns, tempo, and pronunciation enables the model to identify artificially or synthetically produced material.
• Classification Models: Auditory components are categorised by categorisation algorithms for detection according to established traits of human communication. The technology differentiates between real and artificial intelligence-synthesized voices by comparing them against an extensive library of legitimate human speech features.
• Accuracy Outcomes: McAfee Labs' deepfake voice recognition solution, which boasts an impressive ninety per cent success rate, is based on a combined approach incorporating psychological, context-specific, and categorised identification models. Through examining audio components in the larger video context and examining speech characteristics, such as intonation, rhythm, and pronunciation, the system can identify discrepancies that could be signs of artificial intelligence-produced audio. Categorical models make an additional contribution by classifying audio information according to characteristics of known human speech. This all-encompassing strategy is essential for precisely recognising and reducing the risks connected to AI-generated audio data, offering a strong barrier against the growing danger of deepfake situations.
• Application Instances: The technique protects against various harmful programs, such as celebrity voice-cloning fraud and misleading content about important subjects.

Conclusion

It is important to foster ethical and responsible consumption of technology. Awareness of common uses of artificial intelligence is a first step toward broader public engagement with debates about the appropriate role and boundaries for AI. Project Mockingbird by Macafee employs AI-driven deepfake audio detection to safeguard against cyber criminals who are using fabricated AI-generated audio for scams and manipulating the public image of notable figures, protecting consumers from financial and personal information risks. 

References:

• https://www.cnbctv18.com/technology/mcafee-deepfake-audio-detection-technology-against-rise-in-ai-generated-misinformation-18740471.htm
• https://www.thehindubusinessline.com/info-tech/mcafee-unveils-advanced-deepfake-audio-detection-technology/article67718951.ece
• https://lifestyle.livemint.com/smart-living/innovation/ces-2024-mcafee-ai-technology-audio-project-mockingbird-111704714835601.html
• https://news.abplive.com/fact-check/audio-deepfakes-adding-to-cacophony-of-online-misinformation-abpp-1654724

Introduction

Misinformation is rampant all over the world and impacting people at large. In 2023, UNESCO commissioned a survey on the impact of Fake News which was conducted by IPSOS. This survey was conducted in 16 countries that are to hold national elections in 2024 with a total of 2.5 billion voters and showed how pressing the need for effective regulation had become and found that 85% of people are apprehensive about the repercussions of online disinformation or misinformation. UNESCO has introduced a plan to regulate social media platforms in light of these worries, as they have become major sources of misinformation and hate speech online. This action plan is supported by the worldwide opinion survey, highlighting the urgent need for strong actions. The action plan outlines the fundamental principles that must be respected and concrete measures to be implemented by all stakeholders associated, i.e., government, regulators, civil society and the platforms themselves. 

The Key Areas in Focus of the Action Plan

The focus area of the action plan is on the protection of the Freedom of Expression while also including access to information and other human rights in digital platform governance. The action plan works on the basic premise that the impact on human rights becomes the compass for all decision-making, at every stage and by every stakeholder. Groups of independent regulators work in close coordination as part of a wider network, to prevent digital companies from taking advantage of disparities between national regulations. Moderation of content as a feasible and effective option at the required scale, in all regions and all languages. 

The algorithms of these online platforms, particularly the social media platforms are established, but it is too often geared towards maximizing engagement rather than the reliability of information. Platforms are required to take on more initiative to educate and train users to be critical thinkers and not just hopers. Regulators and platforms are in a position to take strong measures during particularly sensitive conditions ranging from elections to crises, particularly the information overload that is taking place.

Key Principles of the Action Plan

1. Human Rights Due Diligence: Platforms are required to assess their impact on human rights, including gender and cultural dimensions, and to implement risk mitigation measures. This would ensure that the platforms are responsible for educating users about their rights.
2. Adherence to International Human Rights Standards: Platforms must align their design, content moderation, and curation with international human rights standards. This includes ensuring non-discrimination, supporting cultural diversity, and protecting human moderators.
3. Transparency and Openness: Platforms are expected to operate transparently, with clear, understandable, and auditable policies. This includes being open about the tools and algorithms used for content moderation and the results they produce.
4. User Access to Information: Platforms should provide accessible information that enables users to make informed decisions. 
5. Accountability: Platforms must be accountable to their stakeholders which would include the users and the public, which would ensure that redressal for content-related decisions is not compromised. This accountability extends to the implementation of their terms of service and content policies.

Enabling Environment for the application of the UNESCO Plan

The UNESCO Action Plan to counter misinformation has been created to create an environment where freedom of expression and access to information flourish, all while ensuring safety and security for digital platform users and non-users. This endeavour calls for collective action—societies as a whole must work together. Relevant stakeholders, from vulnerable groups to journalists and artists, enable the right to expression. 

Conclusion

The UNESCO Action Plan is a response to the dilemma that has been created due to the information overload, particularly, because the distinction between information and misinformation has been so clouded. The IPSOS survey has revealed the need for an urgency to address these challenges in the users who fear the repercussions of misinformation. 

The UNESCO action plan provides a comprehensive framework that emphasises the protection of human rights, particularly freedom of expression, while also emphasizing the importance of transparency, accountability, and education in the governance of digital platforms as a priority. By advocating for independent regulators and encouraging platforms to align with international human rights standards, UNESCO is setting the stage for a more responsible and ethical digital ecosystem. 

The recommendations include integrating regulators through collaborations and promoting global cooperation to harmonize regulations, expanding the Digital Literacy campaign to educate users about misinformation risks and online rights, ensuring inclusive access to diverse content in multiple languages and contexts, and monitoring and refining tech advancements and regulatory strategies as challenges evolve. To ultimately promote a true online information landscape.

Reference

• https://www.unesco.org/en/articles/online-disinformation-unesco-unveils-action-plan-regulate-social-media-platforms
• https://www.unesco.org/sites/default/files/medias/fichiers/2023/11/unesco_ipsos_survey.pdf ‍
• https://dig.watch/updates/unesco-sets-out-strategy-to-tackle-misinformation-after-ipsos-survey