Generative AI and data privacy: Navigating the complex landscape
9 months, 1 week ago

Generative AI and data privacy: Navigating the complex landscape

New Indian Express  

Generative AI, which includes technologies such as deep learning, natural language processing, and speech recognition for generating text, images, and audio, is transforming various sectors from entertainment to healthcare. Data privacy challenges raised by GenAI Not securing data while collection or processing: Generative AI raises significant data privacy concerns due to its need for vast amounts of diverse data, often including sensitive personal information, collected without explicit consent and difficult to anonymise effectively. The risk of generated content: The ability of generative AI to produce highly realistic fake content raises serious concerns about its potential for misuse. Additionally, unidentified biases in the training data can lead to unfair outputs, and the creation of highly realistic but fake content, like deepfakes, poses risks to content authenticity and verification. Lack of fairness and ethical considerations: Generative AI models can perpetuate or even exacerbate existing biases present in their training data.

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History of this topic

Ethical concerns around AI are genuine, need scrutiny: Experts
3 months, 1 week ago

Ethical concerns around AI are genuine, need scrutiny: Experts

New Indian Express  

BENGALURU: The ethical concerns around Artificial Intelligence are serious and genuine and are not being addressed to the extent they should be. The perceived benefits of AI and Large Language Models at the moment are more in the nature of conjectures and need backing with solid evidence of impact on the ground, especially when it comes to under-served and marginal …

What are AI agents and how do they pose a risk to privacy? | Explained
10 months ago

What are AI agents and how do they pose a risk to privacy? | Explained

India TV News  

The emergence of ChatGPT-4o and Google Project Astra has sparked a new era in AI. Google CEO Sundar Pichai, during the launch of Project Astra, emphasized that conversing with an AI agent feels like talking to a human rather than typing into a text box. These new AI agents gather information from their environment through sensors and provide real-time responses …

China proposes blacklist of training data for generative AI models
1 year, 5 months ago

China proposes blacklist of training data for generative AI models

The Hindu  

China has published proposed security requirements for firms offering services powered by generative artificial intelligence, including a blacklist of sources that cannot be used to train AI models. Generative AI, popularised by the success of OpenAI's ChatGPT chatbot, learns how to take actions from past data, and creates new content like text or images based on that training. The committee …

AI Chatbots Are Invading Your Local Government—and Making Everyone Nervous
1 year, 6 months ago

AI Chatbots Are Invading Your Local Government—and Making Everyone Nervous

Wired  

The United States Environmental Protection Agency blocked its employees from accessing ChatGPT while the US State Department staff in Guinea used it to draft speeches and social media posts. State and city officials told WIRED they believe the technology can improve some of bureaucracy’s most annoying qualities by streamlining routine paperwork and improving the public’s ability to access and understand …

You Are Not Responsible for Your Own Online Privacy
1 year, 7 months ago

You Are Not Responsible for Your Own Online Privacy

Wired  

In 2010, Mark Zuckerberg told the audience at a TechCrunch awards ceremony that young people—especially social media users—no longer cared about privacy. “That social norm is just something that has evolved over time.” While this statement obviously hasn’t aged well, it reflects a common belief that privacy violations happen when individuals reveal their own information. Generative AI completely obliterates the …

Google Confirms It Doesn't Use User Data To Train AI Models Without Consent
1 year, 7 months ago

Google Confirms It Doesn't Use User Data To Train AI Models Without Consent

News 18  

Google has come forward to say that the company does not use user data to train their respective AI models without permission. Yulie Kwon Kim, Vice President, Product Management, Workspace Platform has clarified that Google doesn’t use users’ Workspace data to “train or improve the underlying generative AI and large language models that power Bard, Search, and other systems outside …

This tool can help detect data vulnerabilities in AI-powered systems
4 years, 4 months ago

This tool can help detect data vulnerabilities in AI-powered systems

The Hindu  

A new open-source tool called ‘Machine Learning Privacy Meter’ has been developed to help detect data vulnerabilities in artificial intelligence -powered systems and prevent them from possible attacks. A team of researchers at National University of Singapore have developed the tool along with a general attack formula that provides a framework to test different types of inference attacks in AI …

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