Jan 2014
Shlomo Hershkop is currently an Assistant Director of the Computing Research Labs and Adjunct Assistant Professor at the Computer Science Department of Columbia University.
He is also an
associate research scientist with the IDS Lab at Columbia University.
From 2005-2007 he was on the teaching staff as an Assistant Professor in Computer Science at Columbia
University's Computer Science Department. He Received his B.A from
Yeshiva University ('99), Masters ('01)and PhD ('06) from Columbia University. His Adviser was Prof
Salvatore (Sal) Stolfo .
His current research interests
include computer security problems involving
data mining and machine learning particularly in
network flows, user profiling, and email analysis.
See Research for more details. He also researches big data issues including scalability, accessibility, and security
with a machine learning approach. He generally teaches Data Structures and Algorithms course
with an emphasis on systems and security.
For Spring 2014, He is teaching an Intrusion Detection System course with an emphasis of "not getting caught".
His thesis was titled:
"Behavior-based Email Analysis with Application to Spam Detection"
In the past, he headed the Columbia Intrusion Detection Project IDS
and was a member of
the Columbia Data Mining
Lab.
Projects included working on the Insider Project
which is a large scale research project on insider security.
He spent a lot of time building and extending
the Email Mining Toolkit (EMT)
which was the basis for a major part in his PhD research.
The Decubed Project was another project which was later commercialized.
Misc:
2009: Involved in Allure SecurityBook: Insider Attacks and Cyber Security (2008)
Defended Ph.D. Thesis - Aug 19, 2005
Louis Morin Fellowship 2002, 2003, 2004
Talk at Spam conference Jan 2004, MIT
Made it to the Front Cover of Network World
for the article click here
2001 Founding Member of CounterStorm (Formally System Detection)