Personalized Social Recommendations - Accurate or Private?

21 May 2011

Papers citing "Personalized Social Recommendations - Accurate or Private?"

24 / 24 papers shown

Title
Privacy-Preserving ECG Data Analysis with Differential Privacy: A Literature Review and A Case Study Arin Ghazarian Jianwei Zheng Cyril Rakovski 78 0 0 19 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 252 1 0 01 Jun 2024
Privacy-Preserving Matrix Factorization for Recommendation Systems using Gaussian Mechanism Sohan Salahuddin Mugdho H. Imtiaz 36 0 0 11 Apr 2023
Decentralized Matrix Factorization with Heterogeneous Differential Privacy Wentao Hu Hui Fang 38 0 0 01 Dec 2022
SoK: Differential Privacy on Graph-Structured Data Tamara T. Mueller Dmitrii Usynin Johannes C. Paetzold Daniel Rueckert Georgios Kaissis 88 15 0 17 Mar 2022
AI-Ethics by Design. Evaluating Public Perception on the Importance of Ethical Design Principles of AI Kimon Kieslich Birte Keller C. Starke 35 87 0 01 Jun 2021
Privacy-accuracy trade-offs in noisy digital exposure notifications Abbass Hammoud Y. Yu 54 0 0 08 Nov 2020
Differentially Private ADMM Algorithms for Machine Learning Tao Xu Fanhua Shang Yuanyuan Liu Hongying Liu Longjie Shen Maoguo Gong 76 18 0 31 Oct 2020
Locality Sensitive Hashing with Extended Differential Privacy Natasha Fernandes Yusuke Kawamoto Takao Murakami 57 12 0 19 Oct 2020
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems Azin Ghazimatin Oana Balalau Rishiraj Saha Roy Gerhard Weikum FAtt 102 99 0 19 Nov 2019
Differentially Private Link Prediction With Protected Connections A. De Soumen Chakrabarti 73 2 0 20 Jul 2019
When and where do you want to hide? Recommendation of location privacy preferences with local differential privacy Maho Asada Masatoshi Yoshikawa Yang Cao 62 10 0 24 Apr 2019
Protecting User Privacy: An Approach for Untraceable Web Browsing History and Unambiguous User Profiles Ghazaleh Beigi Ruocheng Guo A. Nou Yanchao Zhang Huan Liu 104 30 0 23 Nov 2018
Node Representation Learning for Directed Graphs Megha Khosla Jurek Leonhardt Wolfgang Nejdl Avishek Anand 58 56 0 22 Oct 2018
Privacy in Social Media: Identification, Mitigation and Applications Ghazaleh Beigi Huan Liu 107 73 0 07 Aug 2018
User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy E. Aghasian Saurabh Garg James Montgomery OffRL 14 15 0 20 Jun 2018
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining Benjamin Weggenmann Florian Kerschbaum 50 50 0 02 May 2018
Towards a More Reliable Privacy-preserving Recommender System Jiahui Jiang Cheng-Te Li Shou-de Lin 69 38 0 21 Nov 2017
Differentially Private Regression for Discrete-Time Survival Analysis T. Nguyen S. Hui 38 12 0 24 Aug 2017
Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks Pan Zhou Yingxue Zhou D. Wu Hai Jin 51 79 0 01 Sep 2015
The Application of Differential Privacy for Rank Aggregation: Privacy and Accuracy Shang Shang Tiance Wang P. Cuff Sanjeev R. Kulkarni 53 23 0 24 Sep 2014
Design of Policy-Aware Differentially Private Algorithms Samuel Haney Ashwin Machanavajjhala Bolin Ding FedML 53 0 0 14 Apr 2014
Privacy Tradeoffs in Predictive Analytics Stratis Ioannidis Andrea Montanari Udi Weinsberg Smriti Bhagat N. Fawaz N. Taft 153 13 0 31 Mar 2014
Know Your Personalization: Learning Topic level Personalization in Online Services Anirban Majumder Nisheeth Shrivastava 66 29 0 14 Dec 2012