Dawn Song

Latent Attention For If-Then Program Synthesis

Xinyun Chen, Chang Liu, Richard Shin, Dawn Song, Mingcheng Chen

Comments Accepted by NIPS 2016

A Learning-Based Approach to Reactive Security

Adam Barth, Benjamin I. P. Rubinstein, Mukund Sundararajan, John C. Mitchell, Dawn Song, Peter L. Bartlett

Comments 22 pages, 4 figures; full version of paper to be published in Financial Cryptography and Data Security 2010 (FC'10)

Towards Practical Oblivious RAM

Emil Stefanov, Elaine Shi, Dawn Song

Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication

Mario Frank, Ralf Biedert, Eugene Ma, Ivan Martinovic, Dawn Song

Comments to appear at IEEE Transactions on Information Forensics & Security; Download data from http://www.mariofrank.net/touchalytics/

Journal ref IEEE Transactions on Information Forensics and Security (Vol. 8, No. 1), pages 136-148, 2013

Mining Permission Request Patterns from Android and Facebook Applications (extended author version)

Mario Frank, Ben Dong, Adrienne Porter Felt, Dawn Song

Comments To be presented at the IEEE International Conference on Data Mining (ICDM) in Brussels, Belgium. This extended author version contains additional analysis of the dataset(price distribution, rating distribution), more details about model-order selection, and more experiments. Please download the dataset from http://www.mariofrank.net/andrApps/index.html

Evolution of Social-Attribute Networks: Measurements, Modeling, and Implications using Google+

Neil Zhenqiang Gong, Wenchang Xu, Ling Huang, Prateek Mittal, Emil Stefanov, Vyas Sekar, Dawn Song

Comments 14 pages, 19 figures. will appear in IMC'12

Preserving Link Privacy in Social Network Based Systems

Prateek Mittal, Charalampos Papamanthou, Dawn Song

Comments 16 pages, 15 figures

Jointly Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)

Neil Zhenqiang Gong, Ameet Talwalkar, Lester Mackey, Ling Huang, Eui Chul Richard Shin, Emil Stefanov, Elaine, Shi, Dawn Song

Comments 9 pages, 4 figures and 4 tables

How Open Should Open Source Be?

Adam Barth, Saung Li, Benjamin I. P. Rubinstein, Dawn Song

Comments 19 pages, 27 figures