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At the Intel Science & Technology Center for Adversary-Resilient Security Analytics (ISTC-ARSA) housed at Georgia Tech’s Institute for Information Security & Privacy (IISP), researchers will study the vulnerabilities of machine learning (ML) algorithms and develop new security approaches to improve the resilience of ML applications including security analytics, search engines, facial and voice recognition, fraud detection, and more.

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Updates


  • Tue 12 December 2017
  • Nilaksh Das

Defending AI with JPEG Compression

The field of machine learning has witnessed tremendous success in the recent years across multiple domains. It is not uncommon to witness the state of the art being challenged nearly every month, more so in the domain of computer vision. Many deep neural networks have been proposed that can beat …

  • Sat 28 October 2017
  • Carter Yagemann

Intel PT Data at Rest: A Compression Experiment

At the Intel Science and Technology Center for Adversarial Resilient Security Analytics (ISTC-ARSA), one of our ongoing goals is to identify and explore new data sources for more robust machine learning. One of the new sources we're interested in is Intel Processor Trace (PT), which is able to efficiently record …

  • Tue 06 June 2017
  • Carter Yagemann

Researchers to gather June 7-8 for first annual retreat

Researchers from Intel Labs and Georgia Tech will converge in Atlanta for a two-day annual retreat dedicated to the advancement of machine learning (ML) cybersecurity. Following a review of the multi-year project vision and goals for the Intel ISTC-ARSA, recent learnings will be presented about each of the five research …

  • Sat 03 June 2017
  • Carter Yagemann

Site Update and New Publications

We have pushed a lot of great new content to the ISTC-ARSA website: Our About page has been updated with more specifics regarding our research activities. Under the new Themes tab we have a listing of our current projects. The Publications tab is now an Outcomes dropdown menu including Publications …

  • Fri 27 January 2017
  • Carter Yagemann

Hello World!

This marks the beginning of our site to track the progress of the Intel Science & Technology Center for Adversary-Resilient Security Analytics (ISTC-ARSA) housed at Georgia Tech’s Institute for Information Security & Privacy (IISP).