#data-anonymization

[ follow ]
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.
#privacy-preservation
fromHackernoon
1 year ago
Privacy technologies

How Text Span Analysis Enhances Data Privacy | HackerNoon

Incorporating text context improves predictions for high privacy risk spans in NLP data.
fromHackernoon
1 year ago
Privacy technologies

Improving Privacy Risk Detection with Sequence Labelling and Web Search | HackerNoon

Using a fine-tuned language model can improve privacy risk assessment in data anonymization through effective sequence labeling.
fromHackernoon
1 year ago
Privacy technologies

Improving Privacy Risk Detection with Sequence Labelling and Web Search | HackerNoon

more#privacy-preservation
fromHackernoon
1 year ago

Datasets for Evaluating Text Sanitization Techniques | HackerNoon

The Text Anonymization Benchmark (TAB) corpus consists of 1268 manually annotated European Court of Human Rights court cases that protect the identities of individuals, demonstrating the importance of anonymization.
Privacy technologies
Privacy technologies
fromHackernoon
1 year ago

5 Ways to Measure Privacy Risks in Text Data | HackerNoon

Overmasking in text sanitization may lead to unnecessary information loss, while many detected spans can remain in clear text with low re-identification risk.
[ Load more ]