• Aylin Caliskan-Islam. A Story of Discrimination and Unfairness: Implicit Bias Embedded in Language Models. HotPETS 2016 - PETS Symposium, 7.22.2016. video coming up soon - Best Talk Award.
  • Aylin Caliskan-Islam. De-anonymizing Programmers and Code Stylometry – Large Scale Authorship Attribution from Source Code and Executable Binaries of Compiled Code. Princeton University CITP Luncheon Speaker Series, 03.01.2016.
  • Aylin Caliskan-Islam. De-anonymizing Programmers. 32nd Chaos Communication Congress, 12.29.2015.
  • Aylin Caliskan-Islam. Code Stylometry and Programmer De-anonymization. Goettingen University, 12.23.2015.
  • Aylin Caliskan-Islam. De-anonymizing Programmers via Code Stylometry. Cornell Systems Lunch, 12.04.2015.
  • Aylin Caliskan-Islam. Support Vector Machines, Kernel Methods, Random Forests, and Feature Projection. Guest Lecture, CS613-Machine Learning, 01.28.2015. slides - Nominated for the Teaching Assistant Excellence Award.
  • Aylin Caliskan-Islam, Rachel Greenstadt, and Rebekah Overdorf. Source Code and Cross-Domain Stylometry. Role of Stylometry in Privacy. 31st Chaos Communication Congress, 12.29.2014. video
  • Aylin Caliskan-Islam. Security Review of Digital Privacy and the Underground: Miscreant Activity in the Internet. Guest Lecture, CS475-Computer and Network Security, 03.6.2014. slides
  • Sadia Afroz and Aylin Caliskan Islam. Stylometry and Online Underground Markets. 29th Chaos Communication Congress, 12.28.2012. video - slides
  • Aylin Caliskan Islam. Quantifying the Translator Effect: Identifying authors and machine translation tools in translated text. Girl Geek Dinners Philly, 02.18.2011. slides


Princeton University

CITP Fellow

Postdoctoral Research Associate

Aylin (pronounced the same as "Eileen")

Aylin Caliskan

Office: 304 Sherrerd




Twitter: @aylin_cim