#differential-privacy

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#natural-language-processing
fromHackernoon
1 year ago
Privacy technologies

Datasets for Evaluating Text Sanitization Techniques | HackerNoon

The article highlights the importance of effective text anonymization and privacy risk assessment methods in natural language processing.
fromHackernoon
1 year ago
Privacy technologies

LLM Probabilities, Training Size, and Perturbation Thresholds in Entity Recognition | HackerNoon

The article explores the intersection of natural language processing and privacy, emphasizing Differential Privacy as a method to protect data.
The research identifies key indicators for evaluating privacy risks in NLP applications.
fromHackernoon
1 year ago
Privacy technologies

Performance Analysis of the Privacy-Centric NER Model | HackerNoon

A privacy-oriented entity recognizer enhances the safety of sensitive data in NLP applications, balancing privacy preservation with data utility.
fromHackernoon
1 year ago
Privacy technologies

How Privacy Risk Indicators Impact Text Sanitization | HackerNoon

The study establishes effective indicators for assessing privacy risks in natural language processing.
fromHackernoon
1 year ago
Privacy technologies

Datasets for Evaluating Text Sanitization Techniques | HackerNoon

The article highlights the importance of effective text anonymization and privacy risk assessment methods in natural language processing.
fromHackernoon
1 year ago
Privacy technologies

LLM Probabilities, Training Size, and Perturbation Thresholds in Entity Recognition | HackerNoon

The article explores the intersection of natural language processing and privacy, emphasizing Differential Privacy as a method to protect data.
The research identifies key indicators for evaluating privacy risks in NLP applications.
fromHackernoon
1 year ago
Privacy technologies

Performance Analysis of the Privacy-Centric NER Model | HackerNoon

A privacy-oriented entity recognizer enhances the safety of sensitive data in NLP applications, balancing privacy preservation with data utility.
fromHackernoon
1 year ago
Privacy technologies

How Privacy Risk Indicators Impact Text Sanitization | HackerNoon

The study establishes effective indicators for assessing privacy risks in natural language processing.
more#natural-language-processing
#data-privacy
fromCornell Chronicle
2 days ago
Privacy professionals

Visiting lecturer to explore data privacy protection | Cornell Chronicle

Cynthia Dwork, a data privacy pioneer, will deliver impactful lectures at Cornell on differential privacy and its implications for society.
fromCornell Chronicle
2 days ago
Privacy professionals

Visiting lecturer to explore data privacy protection | Cornell Chronicle

Cynthia Dwork, a data privacy pioneer, will deliver impactful lectures at Cornell on differential privacy and its implications for society.
more#data-privacy
#apple
Artificial intelligence
fromZDNET
2 weeks ago

How Apple plans to train its AI on your data without sacrificing your privacy

Apple leverages synthetic data and differential privacy to enhance its AI technology while protecting user privacy.
Artificial intelligence
fromZDNET
2 weeks ago

How Apple plans to train its AI on your data without sacrificing your privacy

Apple leverages synthetic data and differential privacy to enhance its AI technology while protecting user privacy.
more#apple
fromHackernoon
9 months ago
Miscellaneous

Privacy in Cloud Computing through Immersion-based Coding: Privacy Guarantee | HackerNoon

The proposed approach guarantees differential privacy through tailored solutions using full-column rank encoding matrices, ensuring data accuracy and performance.
Privacy professionals
fromHackernoon
9 months ago

Privacy in Cloud Computing through Immersion-based Coding: Abstract and Introduction | HackerNoon

A new framework allows cloud data processing while preserving user privacy through distortion and differential privacy techniques.
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