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Hillary Sanders

Senior Data Scientist

Hillary Sanders is a Senior Data Scientist working to develop deep learning malware detection models, as well as develop the infrastructure needed to deploy such models. She also co-authored “Malware Data Science” (No Starch Press). When she’s not writing code or thinking about deep neural networks, she’s often painting, baking, gardening, or hiking. Check out her website, follow her on Twitter @hillarymsanders, or follow her research on Google Scholar: https://scholar.google.com/citations?hl=en&user=_iCjJbsAAAAJ. 

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Presentations

View all of Hillary's Presentations
August 7, 2018July 23, 2020

An Introduction to Machine Learning and Deep Learning

Machine learning is the science of developing programs that can automatically learn from data. First, this talk will give some […]

Hillary Sanders
July 26, 2017July 23, 2020

Garbage In, Garbage Out: How Purportedly Great Machine Learning Models can be Screwed Up by Bad Data

As processing power and deep learning techniques have improved, deep learning has become a powerful tool to detect and classify […]

Hillary Sanders

Publications

View all of Hillary's Publications
May 22, 2020

Garbage in, garbage out: how purportedly great ML models can be screwed up by bad data

Hillary Sanders
Joshua Saxe
May 22, 2020

Malware Data Science: Attack Detection and Attribution

Richard Harang
Hillary Sanders
May 22, 2020May 22, 2020

A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content

Richard Harang
Joshua Saxe
Hillary Sanders
…
Cody Wild
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