Suman Jana




Suman's picture I am an associate professor in the department of computer science at Columbia University. My primary research interests are at the intersection of computer security and machine learning. More specifically, I am interested both in using machine learning to improve software security and in improving security and reliability of the machine learning models themselves. I also occasionally delve into software engineering and operating systems.

Email: suman (AT) cs.columbia.edu

Office: Mudd 412
    500 W 120th St
    New York
    NY 10027



Classes


Papers

2023

  • Learning Approximate Execution Semantics from Traces for Binary Function Similarity.
    K. Pei, Z. Xuan, J. Yang, S. Jana, and B. Ray. TSE 2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011 and older

A complete list of my papers can be found at Google Scholar. Please feel free to contact me if you have any question or feedback.

Students


Security advisories & open source outreach

Our research has resulted in reporting and fixing of more than 250 high-impact security vulnerabilities across a wide range of software.

Recent awards & honors

  • 2021 OSDI best paper award
  • 2019 NSF CAREER Award
  • 2019 CACM Research Highlight
  • 2018 ARO Young Investigator Award
  • 2nd and 3rd places in 2018 NYU CSAW Applied Research Competition
  • 2017 SOSP best paper award
  • 2017 Google Faculty Research Award
  • 2nd place in 2017 NYU CSAW Applied Research Competition
  • 2014 PET Award for Outstanding Research in Privacy Enhancing Technologies
  • IEEE S&P 2014 Best Practical Paper Award
  • Runner-up for the 2013 PET Award for Outstanding Research in Privacy Enhancing Technologies
  • IEEE S&P 2012 Best Student Paper Award
  • 2012 NYU-Poly AT&T Best Applied Security Paper Award
  • Google U.S./Canada Fellowship in Security (2012-2014)
  • MCD Fellowship (2009-2012)


Links

Google Scholar profile, GitHub profile, LinkedIn profile, DBLP profile.