Graph Embedding for Recommendation against Attribute Inference Attacks
Author:
Affiliation:
1. University of Queensland, Australia
2. Shandong University, China
3. King Abdullah University of Science & Technology, Saudi Arabia
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3442381.3449813
Reference60 articles.
1. 2019. MovieLens. http://grouplens.org/datasets/movielens 2019. MovieLens. http://grouplens.org/datasets/movielens
2. Gediminas Adomavicius and Alexander Tuzhilin. 2011. Context-aware recommender systems. In Recommender systems handbook. 217–253. Gediminas Adomavicius and Alexander Tuzhilin. 2011. Context-aware recommender systems. In Recommender systems handbook. 217–253.
3. Ghazaleh Beigi Ahmadreza Mosallanezhad Ruocheng Guo Hamidreza Alvari Alexander Nou and Huan Liu. 2020. Privacy-aware recommendation with private-attribute protection using adversarial learning. In WSDM. 34–42. Ghazaleh Beigi Ahmadreza Mosallanezhad Ruocheng Guo Hamidreza Alvari Alexander Nou and Huan Liu. 2020. Privacy-aware recommendation with private-attribute protection using adversarial learning. In WSDM. 34–42.
4. Arnaud Berlioz Arik Friedman Mohamed Ali Kaafar Roksana Boreli and Shlomo Berkovsky. 2015. Applying differential privacy to matrix factorization. In RECSYS. 107–114. Arnaud Berlioz Arik Friedman Mohamed Ali Kaafar Roksana Boreli and Shlomo Berkovsky. 2015. Applying differential privacy to matrix factorization. In RECSYS. 107–114.
5. "You Might Also Like:" Privacy Risks of Collaborative Filtering
Cited by 37 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach;ACM Transactions on Knowledge Discovery from Data;2024-01-30
2. SSPool: A Simple Siamese Framework for Graph Infomax Pooling;IEEE Transactions on Network Science and Engineering;2024-01
3. Explicit Knowledge Graph Reasoning for Conversational Recommendation;ACM Transactions on Intelligent Systems and Technology;2023-12-11
4. PAGCL: An unsupervised graph poisoned attack for graph contrastive learning model;Future Generation Computer Systems;2023-12
5. A privacy preserving graph neural networks framework by protecting user’s attributes;Physica A: Statistical Mechanics and its Applications;2023-11
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3