 A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
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Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Secure Machine
With Navdeep Gill from H20.ai
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There are several known attacks against ML models that can lead to altered, harmful model outcomes or exposure of sensitive training data. Unfortunately, traditional model assessment measures don’t tell us much about whether a model is secure. In addition to other debugging steps, it may be prudent to add some or all of the known ML attacks into any white-hat hacking exercises or red-team audits your organization is already conducting. This talk will go over common machine learning security attacks and the remediation steps an organization can take to deter these pitfalls.
Reference Material: http://info.h2o.ai/rs/644-PKX-778/images/OReilly_Responsible_ML_eBook.pdf (Section: Secure Machine Learning (Page 50))
 Navdeep Gill is a Lead Data Scientist, Team Lead at H2O.ai where he leads efforts around Responsible AI and previously focused on GPU accelerated machine learning, automated machine learning, and the core H2O-3 platform. Prior to joining H2O.ai, Navdeep worked at Cisco focusing on data science and software development. Before that Navdeep was a researcher/analyst in several neuroscience labs at the following institutions: California State University, East Bay, University of California, San Francisco, and Smith Kettlewell Eye Research Institute. Navdeep graduated from California State University, East Bay with a M.S. in Computational Statistics, a B.S. in Statistics, and a B.A. in Psychology with a minor in Mathematics.
Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.
Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.
The QuantUniversity Summer School 2021
 Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
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QuantUniversity is a quantitative analytics advisory focusing on the intersection of Data science, Machine learning and Quantitative Finance. We take a practitioner’s approach to working with pragmatic applications of frontier topics to real-world financial and energy problems. QuantUniversity advises various companies in Quant Finance application development, validation and in algorithmic auditing. We also run data science and machine learning workshops in the United States and online in its Explore-Experience-Excel series through QuAcademy. QuantUniversity is pioneering the next generation platform for Algorithmic auditing that supports anonymization, model escrow and tracking, synthetic data generation and experimentation through the QuSandbox.
