Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach

17 September 2023

Papers citing "Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach"

15 / 15 papers shown

Title
Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees Jiaqian Ren Lei Jiang Hao Peng Lingjuan Lyu Zhiwei Liu Chaochao Chen Hongzhi Zhang Xu Bai Philip S. Yu 32 13 0 04 Sep 2022
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities Shoujin Wang Qi Zhang Liang Hu Xiuzhen Zhang Yan Wang Charu C. Aggarwal 91 37 0 22 May 2022
LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis Fan Wu Yunhui Long Ce Zhang Yue Liu AAML 60 96 0 14 Aug 2021
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 160 3,624 0 06 Feb 2020
Sequential Recommender Systems: Challenges, Progress and Prospects Shoujin Wang Liang Hu Yan Wang LongBing Cao Quan Z. Sheng M. Orgun LRM BDL 58 409 0 28 Dec 2019
Privacy-Aware Recommendation with Private-Attribute Protection using Adversarial Learning Ghazaleh Beigi Ahmadreza Mosallanezhad Ruocheng Guo Hamidreza Alvari A. Nou Huan Liu SILM 57 69 0 22 Nov 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 158 2,155 0 14 Apr 2019
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 64 1,558 0 01 Nov 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 131 2,417 0 20 Aug 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 424 20,089 0 30 Oct 2017
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks Massimo Quadrana Alexandros Karatzoglou Balázs Hidasi Paolo Cremonesi 35 645 0 13 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 450 15,179 0 07 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 575 28,964 0 09 Sep 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 189 6,109 0 01 Jul 2016
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 86 1,987 0 25 Jul 2014