{"id":{"repo_id":"mit","oai_identifier":"oai:dspace.mit.edu:1721.1/78501"},"canonical_url":"https://search.dev.ndltd.org/etd/mit/oai:dspace.mit.edu:1721.1/78501","repository":{"repo_id":"mit","name":"MIT","base_url":"https://dspace.mit.edu/oai/request"},"display":{"title":"Privacy preservation and auditing for ubiquitous mobile sensing applications and services","abstract":"The recent proliferation of mobile phones, with their many associated sensors, has opened the door to an entirely new range of insights and applications with a host of accompanying privacy concerns. In this thesis, we explore techniques for privacy preservation, transparency, and auditing for mobile sensing applications and services. We demonstrate the feasibility of privacy-conscious defaults with the deployment of an open-source mobile sensing framework and examine the requirements for this as a basis of a forced-transparency system. This system is then examined within the scope of present legal and policy frameworks and assessed for use in both open and closed source mobile sensing platforms and frameworks. Finally, we highlight the use of a mobile application prototyping service as a means for early trend detection for future privacy research.","abstract_html":"The recent proliferation of mobile phones, with their many associated sensors, has opened the door to an entirely new range of insights and applications with a host of accompanying privacy concerns. In this thesis, we explore techniques for privacy preservation, transparency, and auditing for mobile sensing applications and services. We demonstrate the feasibility of privacy-conscious defaults with the deployment of an open-source mobile sensing framework and examine the requirements for this as a basis of a forced-transparency system. This system is then examined within the scope of present legal and policy frameworks and assessed for use in both open and closed source mobile sensing platforms and frameworks. Finally, we highlight the use of a mobile application prototyping service as a means for early trend detection for future privacy research.","abstract_has_math":false,"creators":["Sumter, George C. (George Cody)"],"institution":"Massachusetts Institute of Technology","degree_name":null,"degree_level":null,"degree_discipline":null,"degree_department":"Massachusetts Institute of Technology. Engineering Systems Division.","school":null,"contributors":[],"advisors":["Alex (Sandy) Pentland."],"committee_chairs":[],"committee_members":[],"year":2012,"date_issued":"2012","date_published":"2012","updated_at":"2026-07-22T22:21:46Z","subjects":["Engineering Systems Division.","Technology and Policy Program."],"languages":["eng"],"rights":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."],"rights_urls":["http://dspace.mit.edu/handle/1721.1/7582"],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/1721.1/78501","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.advisor","label":"Advisor","values":["Alex (Sandy) Pentland."]},{"key":"dc:contributor.department","label":"Department","values":["Massachusetts Institute of Technology. Engineering Systems Division.","Massachusetts Institute of Technology. Technology and Policy Program."]},{"key":"dc:contributor.other","label":"Dc Contributor Other","values":["Massachusetts Institute of Technology. Technology and Policy Program."]},{"key":"dc:creator","label":"Author","values":["Sumter, George C. (George Cody)"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2013-04-12T19:30:13Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2013-04-12T19:30:13Z"]},{"key":"dc:date.issued","label":"Date","values":["2012"]},{"key":"dc:publisher","label":"Institution","values":["Massachusetts Institute of Technology"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Engineering Systems Division.","Technology and Policy Program."]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["eng"]},{"key":"dc:rights","label":"Dc Rights","values":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."]},{"key":"dc:rights.uri","label":"Rights URI","values":["http://dspace.mit.edu/handle/1721.1/7582"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/1721.1/78501"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["Thesis (S.M. in Technology and Policy)--Massachusetts Institute of Technology, Engineering Systems Division, 2012.","Cataloged from PDF version of thesis.","Includes bibliographical references (p. 77-79)."]},{"key":"dc:description.abstract","label":"Abstract","values":["The recent proliferation of mobile phones, with their many associated sensors, has opened the door to an entirely new range of insights and applications with a host of accompanying privacy concerns. In this thesis, we explore techniques for privacy preservation, transparency, and auditing for mobile sensing applications and services. We demonstrate the feasibility of privacy-conscious defaults with the deployment of an open-source mobile sensing framework and examine the requirements for this as a basis of a forced-transparency system. This system is then examined within the scope of present legal and policy frameworks and assessed for use in both open and closed source mobile sensing platforms and frameworks. Finally, we highlight the use of a mobile application prototyping service as a means for early trend detection for future privacy research."]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["S.M.in Technology and Policy"]},{"key":"dc:title","label":"Title","values":["Privacy preservation and auditing for ubiquitous mobile sensing applications and services"]}]}],"canonical_facts":{"dc:contributor.advisor":["Alex (Sandy) Pentland."],"dc:contributor.department":["Massachusetts Institute of Technology. Engineering Systems Division.","Massachusetts Institute of Technology. Technology and Policy Program."],"dc:contributor.other":["Massachusetts Institute of Technology. Technology and Policy Program."],"dc:creator":["Sumter, George C. (George Cody)"],"dc:date.accessioned":["2013-04-12T19:30:13Z"],"dc:date.available":["2013-04-12T19:30:13Z"],"dc:date.issued":["2012"],"dc:description":["Thesis (S.M. in Technology and Policy)--Massachusetts Institute of Technology, Engineering Systems Division, 2012.","Cataloged from PDF version of thesis.","Includes bibliographical references (p. 77-79)."],"dc:description.abstract":["The recent proliferation of mobile phones, with their many associated sensors, has opened the door to an entirely new range of insights and applications with a host of accompanying privacy concerns. In this thesis, we explore techniques for privacy preservation, transparency, and auditing for mobile sensing applications and services. We demonstrate the feasibility of privacy-conscious defaults with the deployment of an open-source mobile sensing framework and examine the requirements for this as a basis of a forced-transparency system. This system is then examined within the scope of present legal and policy frameworks and assessed for use in both open and closed source mobile sensing platforms and frameworks. Finally, we highlight the use of a mobile application prototyping service as a means for early trend detection for future privacy research."],"dc:description.degree":["S.M.in Technology and Policy"],"dc:identifier.uri":["http://hdl.handle.net/1721.1/78501"],"dc:language.iso":["eng"],"dc:publisher":["Massachusetts Institute of Technology"],"dc:rights":["M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission."],"dc:rights.uri":["http://dspace.mit.edu/handle/1721.1/7582"],"dc:subject":["Engineering Systems Division.","Technology and Policy Program."],"dc:title":["Privacy preservation and auditing for ubiquitous mobile sensing applications and services"],"dc:type":["Thesis"]},"updated_at":"2026-07-22T22:21:46Z"}