Arik Friedman

Publications

Academic

k-Anonymous Decision Tree Induction
Arik Friedman, Assaf Schuster and Ran Wolff.
The 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Berlin, September 2006.
Best Student Paper Award.
[pdf] [original on Springer website] [bibtex]


@inproceedings{Friedman:kADET,
	author    = {Arik Friedman and 
	             Assaf Schuster and 
	             Ran Wolff},
	title     = {$k$-Anonymous Decision Tree Induction},
	booktitle = {PKDD '06: Proceedings of the 10th European 
	             Conference on Principles and Practice of 
	             Knowledge Discovery in Databases},
	year      = {2006},
	pages     = {151-162},
}

Providing k-Anonymity in Data Mining
Arik Friedman, Assaf Schuster and Ran Wolff.
International Journal on Very Large Data Bases (VLDBJ), Volume 17, Number 4 / July, 2008
[pdf] [original on Springer website] [bibtex]

 
@article{Friedman:ProvidingAnonymity,
	author = {Arik Friedman and Ran Wolff and Assaf Schuster},
	title = {Providing $k$-Anonymity in Data Mining},
	journal = {The VLDB Journal},
	year = {2008},
	month = {July},
	volume = {14},
	number={4},
	pages={789-804},
}

Data Mining with Differential Privacy
Arik Friedman and Assaf Schuster
To Appear in KDD 2010
[pdf]
I am currently working on decision tree induction with differential privacy. A preliminary version of the source code (including the code used for the KDD paper experiments) is available here (currently it's just the bare-bones code - instructions on the easiest way to make this work with Weka are TBD).

Other

On summer 2006 I had an intership at Check Point Software Technologies.
I designed and implemented Short Term Credentials extension for the IKE protocol. One of the products of this internship is the Short Term Credentials Internet-Draft.

Ph.D. Student, Technion

Publications

Academic

Other