and abuse prevention
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How to integrate formal proofs into software development
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Formal verification is the process of using automatic proof procedures to establish that a computer program will do what it’s supposed to. Given a ...

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Improving the accuracy of privacy-preserving neural networks
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Differential privacy provides a way to quantify the privacy risks posed by aggregate statistics based on private data. One of its key ideas is that adding ...

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Amazon helps launch workshop on synthetic data generation
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We are excited to announce the first Workshop on Synthetic Data Generation, to be held virtually at ICLR 2021 on May 7, 2021.Synthetic data is a powerful ...

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Introducing the Amazon Trusted AI Challenge
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Today, Amazon is announcing the Amazon Trusted AI Challenge, a global university competition to drive secure innovation in generative AI technology. This ...

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Advances in trustworthy machine learning at Alexa AI
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At Amazon, we take the protection of customer data very seriously. We are also committed to eliminating the biases that can exist in off-the-shelf language ...

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Antia Lamas-Linares’s path into the world of quantum
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In January 2021, Antia Lamas-Linares joined Amazon Web Services (AWS) to work on quantum technologies. A quantum information scientist, Lamas-Linares is an ...

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A billion SMT queries a day
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At this year’s Computer-Aided Verification (CAV) conference — a leading automated-reasoning conference collocated with the Federated Logic Conferences ...

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Better differential privacy for end-to-end speech recognition
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Modern AI models, such as those that recognize images and speech, are highly data dependent. While some public-domain data sets are available to train such ...

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How we built Cedar with automated reasoning and differential testing
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Cedar is a new authorization-policy language used by the Amazon Verified Permissions and AWS Verified Access managed services, and we recently released it ...

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Johns Hopkins and Amazon announce four fellow and eight faculty research awards
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Amazon and Johns Hopkins University (JHU) today announced the second-year recipients of PhD fellowships and faculty research awards as part of the JHU + ...

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