#privacy-preservation

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Scala
fromHackernoon
1 month ago

New Secure Computing Tech Handles AI, Video, and Data Without Leaking Secrets | HackerNoon

The study evaluates a framework for secure collaboration focusing on deep learning applications and privacy preservation during training and inference.
fromHackernoon
1 month ago

The Open-Source Privacy Project Making Untrusted Devices Work Together Securely | HackerNoon

Veracruz introduces a framework for designing privacy-preserving delegated computations among mutually mistrusting parties, leveraging isolates to safeguard computations from interference.
Scala
#natural-language-processing
more#natural-language-processing
fromHackernoon
1 year ago

Detecting and Masking Personal Data in Text | HackerNoon

Text sanitization is critical in concealing personal identifiers, ensuring privacy while analyzing text data. The study evaluates a two-step sanitization approach's efficacy on various datasets.
Privacy technologies
fromHackernoon
1 year ago

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
5 months ago

The Trials and Triumphs of DPFL Research | HackerNoon

This paper reviews and evaluates the capabilities and limitations of Distributed Privacy-preserving Federated Learning (DPFL) methods, bridging theory with practical applications.
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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