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AI Privacy Risk Assessment tool

Listing Description

Result description

This tool enables to assess the privacy risk of an AI model in terms of how vulnerable it is to leaking sensitive information about its training set. It can run both membership and attribute inference attacks, normalizes and aggregates the attack success scores and outputs an overall privacy health score for the model.

Radical Innovation Breakthrough
Artificial Intelligence.

Addressing target audiences and expressing needs

Our needs are
  • Fellowship to advance my/our research
We specifically need / are looking for

Beta customers and collaborators.

Target audiences
  • Research and Technology Organisations
  • Academia/ Universities

R&D, Technology and Innovation aspects

Current stage description

This technology has been partially integrated into IBM’s watsonx.governance product.

Result submitted to Horizon Results Platform by IBM ISRAEL – SCIENCE AND TECHNOLOGY LTD

Offer Details

Specifications and Deliverables:

Value Proposition:

Automatically selecting, running and summarizing the results of different attacks to ease the burden of the user and enable non-experts to perform privacy risk assessments for their models.

Input Required from Customer:

Fields of Application:

Patent/Publication Number

Main Patent Claims:

Patent Family:

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Location and Map

Adress:

94 DERECH EM-HAMOSHAVOT
Petach Tikva
Center District
49527
Israel

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