Abstract
In an effort to support users' decision making process in regards to shared and co-managed online images, in this paper we present a novel model to early detect images which may be subject to possible conflicting access control decisions. We present a group-based stochastic model able to identify potential privacy conflicts among multiple stakeholders of an image. We discuss experiments on a dataset of over 3000 online images. Our approach outperforms all baselines, even the strong ones based on a Convolutional Neural Network architecture.
| Original language | English (US) |
|---|---|
| Title of host publication | CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management |
| Editors | Norman Paton, Selcuk Candan, Haixun Wang, James Allan, Rakesh Agrawal, Alexandros Labrinidis, Alfredo Cuzzocrea, Mohammed Zaki, Divesh Srivastava, Andrei Broder, Assaf Schuster |
| Publisher | Association for Computing Machinery |
| Pages | 1811-1814 |
| Number of pages | 4 |
| ISBN (Electronic) | 9781450360142 |
| DOIs | |
| State | Published - Oct 17 2018 |
| Event | 27th ACM International Conference on Information and Knowledge Management, CIKM 2018 - Torino, Italy Duration: Oct 22 2018 → Oct 26 2018 |
Publication series
| Name | International Conference on Information and Knowledge Management, Proceedings |
|---|
Other
| Other | 27th ACM International Conference on Information and Knowledge Management, CIKM 2018 |
|---|---|
| Country | Italy |
| City | Torino |
| Period | 10/22/18 → 10/26/18 |
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All Science Journal Classification (ASJC) codes
- Business, Management and Accounting(all)
- Decision Sciences(all)
Cite this
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Toward automated multiparty privacy conflict detection. / Zhong, Haoti; Squicciarini, Anna; Miller, David Jonathan.
CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. ed. / Norman Paton; Selcuk Candan; Haixun Wang; James Allan; Rakesh Agrawal; Alexandros Labrinidis; Alfredo Cuzzocrea; Mohammed Zaki; Divesh Srivastava; Andrei Broder; Assaf Schuster. Association for Computing Machinery, 2018. p. 1811-1814 (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Toward automated multiparty privacy conflict detection
AU - Zhong, Haoti
AU - Squicciarini, Anna
AU - Miller, David Jonathan
PY - 2018/10/17
Y1 - 2018/10/17
N2 - In an effort to support users' decision making process in regards to shared and co-managed online images, in this paper we present a novel model to early detect images which may be subject to possible conflicting access control decisions. We present a group-based stochastic model able to identify potential privacy conflicts among multiple stakeholders of an image. We discuss experiments on a dataset of over 3000 online images. Our approach outperforms all baselines, even the strong ones based on a Convolutional Neural Network architecture.
AB - In an effort to support users' decision making process in regards to shared and co-managed online images, in this paper we present a novel model to early detect images which may be subject to possible conflicting access control decisions. We present a group-based stochastic model able to identify potential privacy conflicts among multiple stakeholders of an image. We discuss experiments on a dataset of over 3000 online images. Our approach outperforms all baselines, even the strong ones based on a Convolutional Neural Network architecture.
UR - http://www.scopus.com/inward/record.url?scp=85058040473&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85058040473&partnerID=8YFLogxK
U2 - 10.1145/3269206.3269329
DO - 10.1145/3269206.3269329
M3 - Conference contribution
AN - SCOPUS:85058040473
T3 - International Conference on Information and Knowledge Management, Proceedings
SP - 1811
EP - 1814
BT - CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management
A2 - Paton, Norman
A2 - Candan, Selcuk
A2 - Wang, Haixun
A2 - Allan, James
A2 - Agrawal, Rakesh
A2 - Labrinidis, Alexandros
A2 - Cuzzocrea, Alfredo
A2 - Zaki, Mohammed
A2 - Srivastava, Divesh
A2 - Broder, Andrei
A2 - Schuster, Assaf
PB - Association for Computing Machinery
ER -