AI and Child Safety: Navigating the Dangers of Generative Technology and CSEAM
Introduction and Brief Analysis
A movie named “The Artifice Girl” portrayed A law enforcement agency developing an AI-based personification of a 12-year-old girl who appears to be exactly like a real person. Believing her to be an actual girl, perpetrators of child sexual exploitation were caught attempting to seek sexual favours. The movie showed how AI aided law enforcement, but the reality is that the emergence of Artificial Intelligence has posed numerous challenges in multiple directions. This example illustrates both the promise and the complexity of using AI in sensitive areas like law enforcement, where technological innovation must be carefully balanced with ethical and legal considerations.
Detection and Protection tools are constantly competing with technologies that generate content, automate grooming and challenge legal boundaries. Such technological advancements have provided enough ground for the proliferation of Child Sexual Exploitation and Abuse Material (CSEAM). Also known as child pornography under Section 2 (da) of Protection of Children from Sexual Offences Act, 2012, it defined it as - “means any visual depiction of sexually explicit conduct involving a child which includes a photograph, video, digital or computer-generated image indistinguishable from an actual child and image created, adapted, or modified, but appears to depict a child.”
Artificial Intelligence is a category of technologies that attempt to shape human thoughts and behaviours using input algorithms and datasets. Two Primary applications can be considered in the context of CSEAM: classifiers and content generators. Classifiers are programs that learn from large data sets, which may be labelled or unlabelled and further classify what is restricted or illegal. Whereas generative AI is also trained on large datasets, it uses that knowledge to create new things. Majority of current AI research related to AI for CSEAM is done by the use of Artificial neural networks (ANNs), a type of AI that can be trained to identify unusual connections between items (classification) and to generate unique combinations of items (e.g., elements of a picture) based on the training data used.
Current Legal Landscape
The legal Landscape in terms of AI is yet unclear and evolving, with different nations trying to track the evolution of AI and develop laws. However, some laws directly address CSEAM. The International Centre for Missing and Exploited Children (ICMEC) combats Illegal sexual content involving children. They have a “Model Legislation” for setting recommended sanctions/sentencing. According to research performed in 2018, Illegal sexual content involving children is illegal in 118 of the 196 Interpol member states. This figure represents countries that have sufficient legislation in place to meet 4 or 5 of the 5 criteria defined by the ICMEC.
CSEAM in India can be reported on various portals like the ‘National Cyber Crime Reporting Portal’. Online crimes related to children, including CSEAM, can be reported to this portal by visiting cybercrime.gov.in. This portal allows anonymous reporting, automatic FIR registration and tracking of your complaint. ‘I4C Sahyog Portal’ is another platform managed by the Indian Cyber Crime Coordination Centre (I4C). This portal integrates with social media platforms.
The Indian legal front for AI is evolving and CSEAM is well addressed in Indian laws and through judicial pronouncements. The Supreme Court judgement on Alliance and Anr v S Harish and ors is a landmark in this regard. The following principles were highlighted in this judgment.
- The term “child pornography” should be substituted by “Child Sexual Exploitation and Abuse Material” (CSEAM) and shall not be used for any further judicial proceeding, order, or judgment. Also, parliament should amend the same in POCSO and instead, the term CSEAM should be endorsed.
- Parliament to consider amending Section 15 (1) of POCSO to make it more convenient for the general public to report by way of an online portal.
- Implementing sex education programs to give young people a clear understanding of consent and the consequences of exploitation. To help prevent Problematic sexual behaviour (PSB), schools should teach students about consent, healthy relationships and appropriate behaviour.
- Support services to the victims and rehabilitation programs for the offenders are essential.
- Early identification of at-risk individuals and implementation of intervention strategies for youth.
Distinctive Challenges
According to a report by the National Centre for Missing and Exploited Children (NCMEC), a significant number of reports about child sexual exploitation and abuse material (CSEAM) are linked to perpetrators based outside the country. This highlights major challenges related to jurisdiction and anonymity in addressing such crimes. Since the issue concerns children and considering the cross-border nature of the internet and the emergence of AI, Nations across the globe need to come together to solve this matter. Delays in the extradition procedure and irregular legal processes across the jurisdictions hinder the apprehension of offenders and the delivery of justice to victims.
CyberPeace Recommendations
For effective regulation of AI-generated CSEAM, laws are required to be strengthened for AI developers and trainers to prevent misuse of their tools. AI should be designed with its ethical considerations, ensuring respect for privacy, consent and child rights. There can be a self-regulation mechanism for AI models to recognise and restrict red flags related to CSEAM and indicate grooming or potential abuse.
A distinct Indian CSEAM reporting portal is urgently needed, as cybercrimes are increasing throughout the nation. Depending on the integrated portal may lead to ignorance of AI-based CSEAM cases. This would result in faster response and focused tracking. Since AI-generated content is detectable. The portal should also include an automated AI-content detection system linked directly to law enforcement for swift action.
Furthermore, International cooperation is of utmost importance to win the battle of AI-enabled challenges and to fill the jurisdictional gaps. A united global effort is required. Using a common technology and unified international laws is essential to tackle AI-driven child sexual exploitation across borders and protect children everywhere. CSEAM is an extremely serious issue. Children are among the most vulnerable to such harmful content. This threat must be addressed without delay, through stronger policies, dedicated reporting mechanisms and swift action to protect children from exploitation.
References:
- https://www.sciencedirect.com/science/article/pii/S2950193824000433?ref=pdf_download&fr=RR-2&rr=94efffff09e95975
- https://aasc.assam.gov.in/sites/default/files/swf_utility_folder/departments/aasc_webcomindia_org_oi d_4/portlet/level_2/pocso_act.pdf
- https://www.manupatracademy.com/assets/pdf/legalpost/just-rights-for-children-alliance-and-anr-vs-sharish-and-ors.pdfhttps://www.icmec.orghttps://www.missingkids.org/theissues/generative-ai
Related Blogs
AI has grown manifold in the past decade and so has its reliance. A MarketsandMarkets study estimates the AI market to reach $1,339 billion by 2030. Further, Statista reports that ChatGPT amassed more than a million users within the first five days of its release, showcasing its rapid integration into our lives. This development and integration have their risks. Consider this response from Google’s AI chatbot, Gemini to a student’s homework inquiry: “You are not special, you are not important, and you are not needed…Please die.” In other instances, AI has suggested eating rocks for minerals or adding glue to pizza sauce. Such nonsensical outputs are not just absurd; they’re dangerous. They underscore the urgent need to address the risks of unrestrained AI reliance.
AI’s Rise and Its Limitations
The swiftness of AI’s rise, fueled by OpenAI's GPT series, has revolutionised fields like natural language processing, computer vision, and robotics. Generative AI Models like GPT-3, GPT-4 and GPT-4o with their advanced language understanding, enable learning from data, recognising patterns, predicting outcomes and finally improving through trial and error. However, despite their efficiency, these AI models are not infallible. Some seemingly harmless outputs can spread toxic misinformation or cause harm in critical areas like healthcare or legal advice. These instances underscore the dangers of blindly trusting AI-generated content and highlight the importance and the need to understand its limitations.
Defining the Problem: What Constitutes “Nonsensical Answers”?
Harmless errors due to AI nonsensical responses can be in the form of a wrong answer for a trivia question, whereas, critical failures could be as damaging as wrong legal advice.
AI algorithms sometimes produce outputs that are not based on training data, are incorrectly decoded by the transformer or do not follow any identifiable pattern. This response is known as a Nonsensical Answer and the situation is known as an “AI Hallucination”. It can be factual inaccuracies, irrelevant information or even contextually inappropriate responses.
A significant source of hallucination in machine learning algorithms is the bias in input that it receives. If the inputs for the AI model are full of biased datasets or unrepresentative data, it may lead to the model hallucinating and producing results that reflect these biases. These models are also vulnerable to adversarial attacks, wherein bad actors manipulate the output of an AI model by tweaking the input data ina subtle manner.
The Need for Policy Intervention
Nonsensical AI responses risk eroding user trust and causing harm, highlighting the need for accountability despite AI’s opaque and probabilistic nature. Different jurisdictions address these challenges in varied ways. The EU’s AI Act enforces stringent reliability standards with a risk-based and transparent approach. The U.S. emphasises creating ethical guidelines and industry-driven standards. India’s DPDP Act indirectly tackles AI safety through data protection, focusing on the principles of accountability and consent. While the EU prioritises compliance, the U.S. and India balance innovation with safeguards. This reflects on the diverse approaches that nations have to AI regulation.
Where Do We Draw the Line?
The critical question is whether AI policies should demand perfection or accept a reasonable margin for error. Striving for flawless AI responses may be impractical, but a well-defined framework can balance innovation and accountability. Adopting these simple measures can lead to the creation of an ecosystem where AI develops responsibly while minimising the societal risks it can pose. Key measures to achieve this include:
- Ensure that users are informed about AI and its capabilities and limitations. Transparent communication is the key to this.
- Implement regular audits and rigorous quality checks to maintain high standards. This will in turn prevent any form of lapses.
- Establishing robust liability mechanisms to address any harms caused by AI-generated material which is in the form of misinformation. This fosters trust and accountability.
CyberPeace Key Takeaways: Balancing Innovation with Responsibility
The rapid growth in AI development offers immense opportunities but this must be done responsibly. Overregulation of AI can stifle innovation, on the other hand, being lax could lead to unintended societal harm or disruptions.
Maintaining a balanced approach to development is essential. Collaboration between stakeholders such as governments, academia, and the private sector is important. They can ensure the establishment of guidelines, promote transparency, and create liability mechanisms. Regular audits and promoting user education can build trust in AI systems. Furthermore, policymakers need to prioritise user safety and trust without hindering creativity while making regulatory policies.
We can create a future that is AI-development-driven and benefits us all by fostering ethical AI development and enabling innovation. Striking this balance will ensure AI remains a tool for progress, underpinned by safety, reliability, and human values.
References
- https://timesofindia.indiatimes.com/technology/tech-news/googles-ai-chatbot-tells-student-you-are-not-needed-please-die/articleshow/115343886.cms
- https://www.forbes.com/advisor/business/ai-statistics/#2
- https://www.reuters.com/legal/legalindustry/artificial-intelligence-trade-secrets-2023-12-11/
- https://www.indiatoday.in/technology/news/story/chatgpt-has-gone-mad-today-openai-says-it-is-investigating-reports-of-unexpected-responses-2505070-2024-02-21
Introduction
India has been a nation where technology penetration has been a little slower in the previous decades; however, that has changed now. Cyberspace has influenced and touched every country and has significantly diminished the gap between developing nations, developed nations, and underdeveloped nations. This has also been substantiated and strengthened during the Covid-19 pandemic as the world went into lockdown and the cyberspace was the only medium of communication and information. India witnessed a rise of 61% in terms of internet users, and a significant part of this number represented rural India.
New Standards
These standards have been released in threefold aspects covering – Digital Television Receivers, USB Type-C chargers, and Video Surveillance Systems, thus streamlining the use of gadgets and reduction of e-waste for the country.
1. Digital Television Receivers
The Indian standard IS 18112:2022 specification for digital television, and this standard would enable reception of free-to-air TV and radio channels just by connecting a dish antenna with LNB mounted on a suitable area with good signal reception. This will help in the transmission of knowledge about government initiatives and schemes, the educational content of Doordarshan, and the repository of Indian cultural programs. Doordarshan is in the process of phasing out analog transmission, and free-to-air channels will continue to be broadcast using digital satellite transmission. The keen aspects of educational and awareness programs run by the Govt and CSOs will impact more Indians than before as the Ministry of Information and Broadcast intends to increase their free channels of Doordarshan from 55 to 200 by the end of this year, which shows the importance of developments in the mass media industry.
2. USB Type C
Standard (IS/IEC 62680-1-3:2022) for USB Type-C receptacles, plugs, and cables adopting the existing global standard IEC 62680-1-3:2022. This standard provides for the requirements for USB type C ports and cables for use in various electronic devices like laptops, mobile phones, and other gadgets. This standard is similar to the new European standard, which is also aimed at the reduction of carbon emissions and e-waste; this move will result in ease for the industry and the end users. This will also contribute towards the strengthening of the cyber security aspects and prevent threats like ‘Juice Jacking’ to a massive extent.
3. Video Surveillance System
IS 16190, this standard provides a detailed outline of the aspects of a video surveillance system, such as requirements for its components like camera devices, interfaces, system requirements, and tests to ascertain the camera’s image quality on different devices. This series of standards would assist customers, installers, and users in establishing their requirements and determining the appropriate equipment required for their intended application and also provide means of evaluating the performance of the VSS objectively. This will also help in the improvement of surveillance by the individuals, and this will also help in the better investigation by Law enforcement agencies and faster apprehension of criminals, thus contributing to an overall safe society.
The Advantages
These standards are in power with the Internationally prevalent standards, thus taking the safety factors to the global aspect. This will also allow the Indian industry to create world-class products which can be shared all across the globe. This will open India to various opportunities and job avenues, thus opening the world to invest in India. The aspect of Atma Nirbhar Bharat and Digital India will be strengthened to a new level as the nation will be able to deliver products in power with quality in developed countries. The end Indian consumer will benefit the most from these upgraded standards in terms of Digital Televisions, Type ‘C’ USB chargers, and Video surveillance systems, as these impacts the consumers’ daily activities in terms of security and access to information.
- Reduction in Carbon Emission
- Production of World Class components and devices
- Boost to the economy and Atmanirbhar Bharat
- New avenues and opportunities for startups and MSMEs
- Better transmission of Knowledge
- Boosting FDI
- Improved quality of products for the end consumer
- New innovation hubs and exposure to global talents
This government move simply shows how India is working toward securing the Sustainable development Goals (SDG) by United Nations. This clearly shares the message to the world that India is ready for the future and will also be a helping hand to various developing and underdeveloped nations in the times to come.
Conclusion
These standards will significantly contribute towards the reduction of E-Waste and unnecessary accessories for daily use gadgets. This strengthens the reduction in carbon emissions and thus contributes towards the perseverance of the environment and working towards sustainable development goals. Such standards will lead the future towards securing the netizens and their new and evolving digital habits. In the current phase of cyberspace, the most essential aspect of establishing Critical Infrastructure as the same will act as a shield against the threats of cyberspace.
Introduction
26th November 2024 marked a historical milestone for India as a Hyderabad-based space technology firm TakeMe2Space, announced the forthcoming launch of MOI-TD “(My Orbital Infrastructure - Technology Demonstrator)”, India's first AI lab in space. The mission will demonstrate real-time data processing in orbit, making space research more affordable and accessible according to the Company. The launch is scheduled for mid-December 2024 aboard the ISRO's PSLV C60 launch vehicle. It represents a transformative phase for innovation and exploration in India's AI and space technology integration space.
The Vision Behind the Initiative
The AI Laboratory in orbit is designed to enable autonomous decision-making, revolutionising satellite exploration and advancing cutting-edge space research. It signifies a major step toward establishing space-based data centres, paving the way for computing capabilities that will support a variety of applications.
While space-based data centres currently cost 10–15 times more than terrestrial alternatives, this initiative leverages high-intensity solar power in orbit to significantly reduce energy consumption. Training AI models in space could lower energy costs by up to 95% and cut carbon emissions by at least tenfold, even when factoring in launch emissions. It positions MOI-TD as an eco-friendly and cost-efficient solution.
Technological Innovations and Future Impact of AI in Space
This AI Laboratory, MOI-TD includes control software and hardware components, including reaction wheels, magnetometers, an advanced onboard computer, and an AI accelerator. The satellite also features flexible solar cells that could power future satellites. It will enable the processing of real-time space data, pattern recognition, and autonomous decision-making and address the latency issues, ensuring faster and more efficient data analysis, while the robust hardware designs tackle the challenges posed by radiation and extreme space environments. Advanced sensor integration will further enhance data collection, facilitating AI model training and validation.
These innovations drive key applications with transformative potential. It will allow users to access the satellite platform through OrbitLaw, a web-based console that will allow users to upload AI models to aid climate monitoring, disaster prediction, urban growth analysis and custom Earth observation use cases. TakeMe2Space has already partnered with a leading Malaysian university and an Indian school (grades 9 and 10) to showcase the satellite’s potential for democratizing space research.
Future Prospects and India’s Global Leadership in AI and Space Research
As per Stanford’s HAI Global AI Vibrancy rankings, India secured 4th place due to its R&D leadership, vibrant AI ecosystem, and public engagement for AI. This AI laboratory is a step further in advancing India’s role in the development of regulatory frameworks for ethical AI use, fostering robust public-private partnerships, and promoting international cooperation to establish global standards for AI applications.
Cost-effectiveness and technological exercise are some of India’s unique strengths and could position the country as a key player in the global AI and space research arena and draw favourable comparisons with initiatives by NASA, ESA, and private entities like SpaceX. By prioritising ethical and sustainable practices and fostering collaboration, India can lead in shaping the future of AI-driven space exploration.
Conclusion
India’s first AI laboratory in space, MOI-TD, represents a transformative milestone in integrating AI with space technology. This ambitious project promises to advance autonomous decision-making, enhance satellite exploration, and democratise space research. Additionally, factors such as data security, fostering international collaboration and ensuring sustainability should be taken into account while fostering such innovations. With this, India can establish itself as a leader in space research and AI innovation, setting new global standards while inspiring a future where technology expands humanity’s frontiers and enriches life on Earth.
References
- https://www.ptinews.com/story/national/start-up-to-launch-ai-lab-in-space-in-december/2017534
- https://economictimes.indiatimes.com/tech/startups/spacetech-startup-takeme2space-to-launch-ai-lab-in-space-in-december/articleshow/115701888.cms?from=mdr
- https://www.ibm.com/think/news/data-centers-space
- https://cio.economictimes.indiatimes.com/amp/news/next-gen-technologies/spacetech-startup-takeme2space-to-launch-ai-lab-in-space-in-december/115718230
