#differential-privacy

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Privacy technologies
fromHackernoon
1 year ago

The Role of Boundary Objects in New Tech Adoption | HackerNoon

The adoption of differential privacy at the U.S. Census Bureau highlights the need for effective stakeholder mediation in algorithmic governance.
fromHackernoon
1 year ago

The Census Didn't Just Get Safer-It Got More Complex | HackerNoon

The Bureau's framing of differential privacy (DP) as a "modern" and "advanced" confidentiality method leads to an oversimplified narrative, masking its broader social implications.
Digital life
fromHackernoon
1 year ago

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

How Privacy Risk Indicators Impact Text Sanitization | HackerNoon

The study establishes effective indicators for assessing privacy risks in natural language processing.
#natural-language-processing
more#natural-language-processing
fromCornell Chronicle
3 months ago

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.
Artificial intelligence
fromZDNET
3 months 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.
fromHackernoon
4 months ago

Mathematical Proofs for Fair AI Bias Analysis | HackerNoon

The article discusses enhancing fairness in supervised learning through distributionally robust optimization techniques.
fromHackernoon
4 months ago

How to Test for AI Fairness | HackerNoon

In our experiments, we attempted the following standard datasets in the machine learning literature to assess the effectiveness of DP-based Fair Learning.
Data science
Privacy professionals
fromHackernoon
1 year 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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