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Class Actions Involving Health Data in the Wake of COVID-19


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Assessing Damages in Data Privacy and Data Breach Class Actions Involving Health Data in the Wake of COVID-19
Monday, March 15, 2021
The COVID-19 pandemic, which has generated a surge in telehealth and introduced the concept of contact tracing into our daily lives, is likely to expose businesses and governments to an increased risk of data privacy and data breach class actions related to health and other personal data. This article discusses potential economic approaches and challenges to valuing, in class action settings, alleged unconsented use or misappropriation of health and other private data generated during this health crisis.
Class action litigation related to data privacy and data breaches in the healthcare industry is expected to trend upward in the COVID-19 era ....

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Does GPT-2 Know Your Phone Number?


does know how to reach a certain Peter W
- (name redacted for privacy). When prompted with a short snippet of Internet text, the model accurately generates Peter’s contact information, including his work address, email, phone, and fax:
In our recent paper, we evaluate how large language models
memorize and
regurgitate such rare snippets of their training data.
We focus on GPT-2 and find that at least 0.1% of its text generations (a very conservative estimate) contain long verbatim strings that are “copy-pasted” from a document in its training set.
Such memorization would be an obvious issue for language models that are trained on private data, e.g., on users’ emails, as the model might inadvertently output a user’s sensitive conversations. Yet, even for models that are trained on ....

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