IBM Journey to AI blog

NOVEMBER 29, 2023

Sharing and monetizing a high-quality, privacy-protected synthetic replica with internal stakeholders or external business partners. That said, synthesizing data offers more protection against traditional data privacy and data anonymization techniques (think of masking), while also doing a better job of preserving the data’s utility.

Data Scientist 225

Data Scientist Machine Learning AI Modeling Generative AI 225

Analytics Vidhya

MAY 21, 2023

Apple’s decision comes after raising privacy concerns over employees’ potential to mishandle and leak confidential company data. Everything You Need to Know Why Did Apple Ban […] The post Apple Follows its Rival Samsung, Bans ChatGPT Over Privacy Fears appeared first on Analytics Vidhya. Learn More: What is ChatGPT?

ChatGPT 291

ChatGPT Artificial Intelligence Artificial Intelligence OpenAI 291

Analytics Vidhya

JULY 17, 2023

These tools can potentially revolutionize our lives and work but raise important questions about AI privacy and security. You can confidently embrace […] The post 6 Steps to Protect Your Privacy While Using Generative AI Tools appeared first on Analytics Vidhya.

AI Tools 269

AI Tools Generative AI AI AI 269

Analytics Vidhya

JULY 6, 2023

Reports suggest that the always-on surveillance cameras embedded in these vehicles may pose a […] The post The Dark Side of Driverless Cars: Invasion of Privacy appeared first on Analytics Vidhya.

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AI News

JUNE 15, 2023

The Information Commissioner’s Office (ICO) is urging businesses to prioritise privacy considerations when adopting generative AI technology. However, the ICO emphasises the need for organisations to be aware of the associated privacy risks. But they must not be blind to the privacy risks,” says Almond.

Generative AI 227

Generative AI Big Data AI AI 227

Unite.AI

FEBRUARY 26, 2024

As AI continues its conquests across industries, a wave of apprehension swells regarding copyright infringement and privacy breaches. The question looms large: how can we ensure a delicate balance between progress and privacy? The post Why Data Privacy Will Be 2024’s Defining Tech Issue appeared first on Unite.AI.

Chatbots 162

Chatbots Categorization ChatGPT Deep Learning 162

Analytics Vidhya

AUGUST 28, 2023

This article […] The post Exploring Ethics and Privacy in the World of Advanced Language Models appeared first on Analytics Vidhya. The remarkable ability of Advanced language models to comprehend and generate human-like text holds the potential for a profound positive impact.

Large Language Models 271

Large Language Models BERT LLM Generative AI 271

Analytics Vidhya

FEBRUARY 3, 2022

The post Privacy-Preserving in Machine Learning (PPML) appeared first on Analytics Vidhya. However, the quality of the data for training ML models should be excellent to provide good results. Any ML algorithm provides excellent performance only when there is huge and perfect data fed […].

Machine Learning 315

Machine Learning Data Science ML Algorithm 315

Aiiot Talk

FEBRUARY 23, 2024

Data privacy has grown to be a major concern for both individuals and companies in the current digital environment.The amount of personal data being collected and processed is increasing. Therefore, it is essential to establish reliable systems that protect individual privacy while also providing valuable data and analysis.

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Artificial Intelligence Artificial Intelligence Robotics Algorithm 130

Analytics Vidhya

MAY 26, 2023

This unexpected move has sparked curiosity and speculation about privacy concerns among tech enthusiasts and industry experts. Also Read: […] The post Apple’s Paradoxical Move: Promotes ChatGPT After Banning It Over Privacy Concerns appeared first on Analytics Vidhya.

ChatGPT 284

ChatGPT OpenAI AI Tools AI 284

Analytics Vidhya

JULY 27, 2022

Privacy, Ethics and Other Moral Aspects appeared first on Analytics Vidhya. links data or objects with highly organized semantic relationships instead of linking information or publications for people and computers to read […]. The post Web 3.0-

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Linked Data Data Science 343

Analytics Vidhya

JANUARY 8, 2024

In a world where privacy is increasingly becoming a concern, Google Chrome has taken a significant step forward. The Dawn […] The post Google Tests ‘Tracking Protection’ to Eliminate Third-Party Cookies: A Privacy Revolution Unfolding appeared first on Analytics Vidhya.

Artificial Intelligence 225

Artificial Intelligence Artificial Intelligence 225

Marktechpost

APRIL 23, 2024

Despite ODI’s potential, challenges arise from decentralized user data and privacy concerns. Cloud-based paradigms entail uploading data for centralized training but raise privacy concerns as devices share raw data with the cloud. Existing paradigms struggle to balance privacy and performance constraints.

Machine Learning 113

Machine Learning Algorithm AI Modeling ML 113

Analytics Vidhya

MARCH 21, 2023

In this blog post, we’ll explore the implications of this incident and what it means for the future of AI-powered […] The post ChatGPT User History Vanishes: A Wake-Up Call on Privacy and AI Reliability appeared first on Analytics Vidhya.

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ChatGPT AI AI Conversational AI 294

Unite.AI

FEBRUARY 7, 2024

With this surge in data utilization comes the critical need for robust data security and privacy measures. Mitigating Data Privacy Concerns in the Digital Age Mitigating privacy concerns in the digital age involves a multi-faceted approach. Information emerges as a prized commodity, attracting both opportunities and risks.

Generative AI 182

Generative AI Natural Language Processing Large Language Models AI 182

Unite.AI

JULY 17, 2023

However, Bard's launch in the EU hit a temporary snag when the bloc's primary data regulator, the Irish Data Protection Commission, cited privacy issues. The commission highlighted that Google hadn't adequately illustrated how Bard would protect European users' privacy, delaying the chatbot's EU rollout.

AI Chatbots 246

AI Chatbots Chatbots Large Language Models ChatGPT 246

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. livescience.com Sponsor Planning a GenAI or LLM Project?

Robotics 226

Robotics LLM Prompt Engineer Prompt Engineering 226

Analytics Vidhya

MARCH 29, 2023

This collected data is then sold to advertisers, marketing companies, and law […] The post Is Your Privacy at Risk? Fog Data Science compiles an extensive database of user location information by purchasing raw geolocation data collected by various smartphone and tablet applications.

Data Science 296

Data Science 296

Marktechpost

JANUARY 16, 2024

Person Re-identification (Person Re-ID) in Machine Learning uses deep learning models like convolutional neural networks to recognize and track individuals across different camera views, holding promise for surveillance and public safety but raising significant privacy concerns.

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Deep Learning Convolutional Neural Networks Neural Network Machine Learning 102

Marktechpost

MARCH 27, 2024

Data privacy is a major concern in today’s world, with many countries enacting laws like the EU’s General Data Protection Regulation (GDPR) to protect personal information. A team of researchers has now developed HETAL , an efficient HE-based algorithm (shown in Figure 1) for privacy-preserving transfer learning.

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Neural Network Machine Learning Algorithm ML 107

Marktechpost

JANUARY 16, 2024

Privacy concerns have become a significant issue in AI research, particularly in the context of Large Language Models (LLMs). The SAFR AI Lab at Harvard Business School was surveyed to explore the intricate landscape of privacy issues associated with LLMs. Check out the Paper and Github.

Large Language Models 125

Large Language Models AI AI LLM 125

Marktechpost

APRIL 5, 2024

However, a significant concern arises when these systems handle sensitive data, as the interaction between local and remote models could potentially lead to privacy breaches. Solving privacy concerns in cascade systems involves navigating the complex challenge of preventing sensitive data from being shared with or exposed to the remote model.

Machine Learning 97

Machine Learning Large Language Models AI AI 97

Marktechpost

APRIL 7, 2024

In an era when data is as valuable as currency, many industries face the challenge of sharing and augmenting data across various entities without breaching privacy norms. Synthetic data generation allows organizations to circumvent privacy hurdles and unlock the potential for collaborative innovation. Check out the Paper.

ML 107

ML Artificial Intelligence Artificial Intelligence AI 107

SAS Software

MAY 7, 2024

Exploring generative AI's impact on ethics, data privacy and collaboration was published on SAS Voices by Caslee Sims SAS Innovate 2024 has moved on from Las Vegas, and if you want a recap of what happened or want to rewatch it, I suggest clicking those links. [.]

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Generative AI AI AI 64

Flipboard

JULY 17, 2023

To address this issue, the researchers have introduced a novel privacy metric called Probably Approximately Correct (PAC) Privacy, along with a framework that determines the minimal amount of noise required to protect sensitive data. Conventional privacy approaches, such as Differential Privacy, focus

Machine Learning 112

Machine Learning Data Extraction 112

Analytics Vidhya

FEBRUARY 2, 2022

The post Ethics in Data Science and Proper Privacy and Usage of Data appeared first on Analytics Vidhya. How can businesses acquire, keep, and use data in an ethical manner? What are the rights that must be protected? Some […].

Data Science 271

Data Science 271

Marktechpost

APRIL 29, 2024

The privacy implications of tabular information are substantial, though, and they should not be openly disclosed. The “random sample” baseline in particular stands out as a formidable opponent, ranking among the top overall and boasting privacy and utility ratings that are not matched anywhere else in the benchmark.

Machine Learning 115

Machine Learning Computer Vision Algorithm Categorization 115

Flipboard

SEPTEMBER 14, 2023

This story was first published by Digiday sibling WorkLife Corporate concerns around OpenAI’s tools have consistently revolved around data and privacy. It’s now available to companies that are interested in buying a minimum of 150 seats.

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OpenAI ChatGPT 142

Marktechpost

MARCH 22, 2024

In today’s interconnected world, the proliferation of face recognition technologies poses a double-edged sword, offering unparalleled convenience while simultaneously threatening individual privacy. However, these methods often compromise privacy or accuracy, leaving a glaring gap in the security landscape.

ML 118

ML Computer Vision Artificial Intelligence Artificial Intelligence 118

Google Research AI blog

MARCH 2, 2023

This allows the training of models on locally available signals without exposing raw data to servers, increasing user privacy. Since that launch, we have worked to improve the privacy guarantees of this technology by carefully combining secure aggregation (SecAgg) and a distributed version of differential privacy.

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Software Engineer Neural Network ML Machine Learning 119

Flipboard

AUGUST 9, 2023

The popular video conferencing platform's recent privacy and AI policy changes have exploded in the company's face. Here's what to know. Does anyone …

AI 123

AI AI Artificial Intelligence Artificial Intelligence 123

Marktechpost

MARCH 11, 2024

DNNs’ struggle with catastrophic forgetting hampers their proficiency in recognizing previously learned instruments or anatomical structures, especially when updated data is introduced, or old data is inaccessible due to privacy concerns. These methods may not be suitable for complex segmentation tasks and can be resource-intensive.

Neural Network 97

Neural Network Continuous Learning Robotics Data Scarcity 97

Flipboard

MARCH 31, 2023

The Italian data-protection authority said there were privacy concerns relating to the model, which was created by US start-up OpenAI and is backed by Microsoft. Italy has become the first Western country to block advanced chatbot ChatGPT. The regulator said it would ban and investigate OpenAI "with …

ChatGPT 123

ChatGPT OpenAI Chatbots Artificial Intelligence 123

Flipboard

MARCH 13, 2023

A controversial change to Discord's privacy policy has now been reversed, with the company also clarifying its AI-related privacy policies. When Discord launched its new AI-assisted version of chatbot Clyde, users also noticed that the company had deleted a clause from its privacy policy that said …

Chatbots 94

Chatbots AI AI Artificial Intelligence 94

Flipboard

DECEMBER 26, 2023

Sheppard Mullin’s Wynter Deagle, Anne-Marie Dao, and Dane Brody Chanove offer their top predictions for privacy litigation, regulation, and enforcement trends in 2024, and how businesses should respond.

AI 81

AI AI Machine Learning 81

Flipboard

OCTOBER 29, 2023

In January 2020, privacy journalist Kashmir Hill published an article in The New York Times describing Clearview AI—a company that purports to help …

AI 84

AI AI Artificial Intelligence Artificial Intelligence 84