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Now Available: Innovators Under 35 2013 See The 2013 List »

Dawn Song, 34

Defeating malware through automated software analysis

University of California, Berkeley

For years, says Dawn Song, computer defenders have been reacting to each new virus, worm, or other piece of malware after it appears, developing and deploying filters that detect known patterns in malicious code in order to stop its spread. Instead of stopping malicious programs one by one, Song, an associate professor of computer science, aims to protect computers at a deeper level.

Source code for both malware and commercial software is often not available, which slows the hunt for vulnerabilities. Song figured out how to find security flaws by examining only the 1s and 0s that the computer runs. Her platform, BitBlaze, analyzes malware and automatically generates a filter to protect against it until a security patch is released. It can also analyze those patches and produce new malware that exploits any vulnerabilities; this allows programmers to make security patches as sound as possible.

Such tasks "were previously relegated to highly specialized manual labor," says Avi Rubin, technical director of the Johns Hopki­ns University Information Security Institute; he calls BitBlaze "a giant step forward in the battle against those who wish harm against computer systems." For examp­le, if a worm tried to infiltrate a computer, BitBlaze's response could fend off a variety of future attacks targeting the same vulnerability. Technology spun out of Song's research has already been incorporated into Google's Chrome browser, and she has collaborated with security software companies such as Symantec. --Erica Naone

2009 TR35 Winners

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Minimal wireless-networking protocols allow almost any device to communicate over the Internet

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Preserving information for practical quantum computing

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An intuitive 3-D interface helps people manage layers of data

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“Painting” nanowires into electronic circuits

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New cameras and algorithms capture the potential of digital images

Pranav Mistry (video)

A simple, wearable device enhances the real world with digital information

Aydogan Ozcan

Inexpensive chips and sophisticated software could make microscope lenses obsolete

Vera Sazonova

World’s smallest resonator could lead to tiny mechanical devices

Elena Shevchenko

Assembling nanocrystals to create made-to-order materials

Dawn Song

Defeating malware through automated software analysis

Andrea Thomaz (video)

Robots that learn new skills the way people do

Adrien Treuille (video)

Complex physics simulations that can run on everyday PCs


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