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.

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

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

Hillary Sanders

Presentations

An Introduction to Machine Learning and Deep Learning

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

Publications

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

Malware Data Science: Attack Detection and Attribution

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