Towards Energy-Efficient Privacy-Preserving Active Authentication of Smartphone Users

This dataset contains data recorded using a smartphone and two smartwatches during typing activities. Users were asked to walk down a hallway while answering a number of questions using a custom data collection app. During each session, a supervisor grabbed the smartphone from the hands of the subject without prior notice. The subjects were also asked to give the smartphone to the supervisor, and to place the smartphone on a desk in each session.

The dataset used in our work can be downloaded from this link

(Dataset SHA-256: d2a0ec0b1a933e754e47afbeb6ed524ee8bdff8e54ba2fdb9828e6b0b2e463a8).


Terms

The New York Institute of Technology hereby grants to You a non-exclusive, non-transferable, revocable license to use the Dataset solely for Your non-commercial, educational, and research purposes only, but without any right to copy or reproduce, publish or otherwise make available to the public or communicate to the public, sell, rent or lend the whole or any constituent part of the Dataset thereof. The Dataset shall not be redistributed without the express written prior approval of The New York Institute of Technology You agree to respect the privacy of those human subjects whose smartphone usage behavior data are included in the Dataset. Do not attempt to reverse the anonymization process to identify specific identifiers including, without limitation, names, postal address information, telephone numbers, e-mail addresses, social security numbers, and biometric identifiers. You agree not to reverse engineer, separate or otherwise tamper with the Dataset so that data can be extracted and used outside the scope of that permitted in this Agreement.

You agree to acknowledge the source of the Dataset in all of Your publications and presentations based wholly or in part on the Dataset. You agree to provide a disclaimer in any publication or presentation to the effect that The New York Institute of Technology does not bear any responsibility for Your analysis or interpretation of Dataset.

You agree and acknowledge that The New York Institute of Technology may hold, process, and store any personal data submitted by You for validation and statistical purposes and for the purposes of the administration and management of Dataset. You agree that any personal data submitted by You is accurate to the best of his or her knowledge.

The New York Institute of Technology provides the Dataset “AS IS,” without any warranty or promise of technical support, and disclaims any liability of any kind for any damages whatsoever resulting from use of the Dataset.

The New York Institute of Technology makes no warranties, express or implied with respect to the Dataset, including any implied warranty of merchantability or fitness for a particular purpose, which are hereby expressly disclaimed.

Your acceptance and use of the Dataset binds you to the terms and conditions of this License as stated herein.