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Research Intern - Privacy in AI

Company: Microsoft Corporation
Location: Redmond
Posted on: November 17, 2021

Job Description:

Virtual Internship Participation in the Research Internship Program requires that you are physically located in the United States or Canada for the duration of the internship. Research Internships at Microsoft provide a dynamic environment for research careers with a network of world-class research labs led by globally-recognized scientists and engineers. Our researchers and engineers pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment. Research Internships at Microsoft provide a dynamic environment for research careers with a network of world-class research labs led by globally-recognized scientists and engineers. Our researchers and engineers pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment. The Privacy in AI group has multiple research internship positions for the summer of 2022. We are seeking strong candidates to work with our researchers on various topics of Privacy-Preserving Machine Learning and Federated Learning. Some of the topics of interest covering research areas in PPML and FL are: * Privacy attacks, including membership inference, poisoning attacks, and reconstruction attacks, * Privacy metrics and privacy properties of machine learning pipelines, * Privacy mitigations in machine learning, such as differentially private training, * Causal federated Learning, * Federated optimization, * Multi-party data collaboration, * Privacy in federated learning, * Adversarial robustness in federated learning, * Hierarchical training, * Genetic algorithms for federated learning We encourage all PhD students with relevant technical background in any of these topics to apply as soon as possible, as we will start interviewing immediately. In addition to the qualifications below, you'll need to submit a minimum of two reference letters for this position. After you submit your application, a request for letters may be sent to your list of references on your behalf. Note that reference letters cannot be requested until after you have submitted your application, and furthermore, that they might not be automatically requested for all candidates. You may wish to alert your letter writers in advance, so they will be ready to submit your letter. Required Qualifications * Must be currently accepted or enrolled in a PhD program in Computer Science or a related STEM field. * Must have at least 1 year of experience in conducting research or developing software in one or more areas of computer science or a related STEM field. Participation in the Research Internship Program requires that you are physically located in the United States or Canada for the duration of the internship. Preferred Qualifications * Should be able to independently execute a research agenda and collaborate effectively with other researchers and engineers * Should have relevant research contributions, such as peer-reviewed publications in top-tier conferences and journals * Should have strong communication skills Candidates who may not have all these preferred qualifications are encouraged to apply. Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form. Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work. Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world's best researchers, interns learn, collaborate, and network for life. Interns not only advance their own careers, but they also contribute to exciting research and development strides. During the 12-week internship, students are paired with mentors and expected to collaborate with other interns and researchers, present findings, and contribute to the vibrant life of the community. Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer.

Keywords: Microsoft Corporation, Redmond , Research Intern - Privacy in AI, Other , Redmond, Washington

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