International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 05 | May 2024
p-ISSN: 2395-0072
www.irjet.net
Ethical Considerations and Privacy in AI-Driven Big Data Analytics Saransh Arora1, Sunil Raj Thota2 1Independent Researcher/ Sr. Data Engineer, AI/ML & Data Engineering, Seattle, WA, USA
2Independent Researcher/Sr. Software Engineer, AI/ML & Full-stack Web Dev, Boston, MA, USA
--------------------------------------------------------------------------***----------------------------------------------------------------------Abstract: This study examines the ethical difficulties raised by the rapid use of AI, notably privacy concerns. This paper uses qualitative research to evaluate existing literature, regulatory structures, frameworks, policies, systems, real-world case studies, and ethical recommendations for AI privacy. The results expose complicated concerns, including algorithmic biases, data storage, and AI-powered spying. The study emphasizes ethical issues for responsible AI development. The researchers found a sector that needs regulatory reform. It supports user agency, strict regulation, developer responsibility, and public education in the face of AI ethical challenges. Emerging combinations of artificial intelligence, big data, and the applications these enable are receiving significant attention concerning privacy and other ethical issues. We need a way to comprehensively understand these issues and find mechanisms for addressing them that involve stakeholders, including civil society, to ensure that these technologies’ benefits outweigh their disadvantages. This paper sheds light on the complicated confluence of AI and privacy in big data analytics for academics, developers, and users.
Keywords-Ethical considerations, Privacy, Artificial Intelligence (AI), Big Data Analytics, Data security, Data protection, Transparency,
I INTRODUCTION In modern civilization, technologies like AI have rapidly established an influential presence and swiftly emerged as powerful. AI technologies, which include personalized digital assistants and complex decision-making algorithms, have become indispensable in our daily lives. [1] that they provide efficiency, innovation, and unmatched capabilities. However, as we witness this unprecedented integration, it becomes essential to analyze the ethical implications that come with the rapid advancement of AI. In artificial intelligence, AI ethics comprises a set of ethical guidelines and procedures that are specifically designed to control the development and use of AI technology. Today, there are organizations that are developing specific codes of ethics because AI is incorporating more and more products and services. An AI code of ethics, also known as an AI value platform, is a comprehensive and specific policy statement that precisely outlines the role of artificial intelligence in promoting advancement and human welfare. The purpose of an AI code of ethics is to provide stakeholders with explicit guidance when they face an ethical dilemma regarding the use of artificial intelligence. Isaac Asimov, the science fiction writer, saw the potential dangers of autonomous AI agents long before they were developed and formulated The Three Laws of Robotics as a means to reduce those risks. According to Asimov's code of ethics, the main rule states that robots are forbidden from engaging in any actions that injure humans or from failing to act when humans are at risk of harm. The second law stipulates that robots are obligated to adhere to human commands unless those directives contradict the first law. The third law requires that robots prioritize their own self-preservation, as long as it is consistent with the values set forth by the first two laws. Significance of Addressing Ethical Concerns: Despite the fact that artificial intelligence possesses wonderful potential, there is a significant cause for concern: the ethical implications of its application, particularly in the field of privacy. Technical advancement and individual privacy rights actually raise problems regarding the boundaries between them [2]. The massive troves of data that are exploited by AI systems are frequently of a personal and sensitive nature. AI technologies are becoming more complex and wellknown. The basic human fundamental right is that it is vital that we thoroughly investigate and take measures to protect privacy [3].
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