Data Poisoning Attack against Knowledge Graph Embedding

Data Poisoning Attack against Knowledge Graph Embedding

26 April 2019

Jing Gao

Papers citing "Data Poisoning Attack against Knowledge Graph Embedding"

13 / 13 papers shown

Title
Data Poisoning Attack against Unsupervised Node Embedding Methods Mingjie Sun Jian Tang Huichen Li Yue Liu Chaowei Xiao Yao-Liang Chen D. Song GNN AAML 31 67 0 30 Oct 2018
Adversarial Attack on Graph Structured Data H. Dai Hui Li Tian Tian Xin Huang L. Wang Jun Zhu Le Song GNN AAML OOD 83 772 0 06 Jun 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 68 1,043 0 25 Jan 2018
Certified Defenses for Data Poisoning Attacks Jacob Steinhardt Pang Wei Koh Percy Liang AAML 83 754 0 09 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 597 28,999 0 09 Sep 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 252 8,550 0 16 Aug 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 519 5,897 0 08 Jul 2016
Complex Embeddings for Simple Link Prediction Théo Trouillon Johannes Welbl Sebastian Riedel Éric Gaussier Guillaume Bouchard BDL 88 2,970 0 20 Jun 2016
TransA: An Adaptive Approach for Knowledge Graph Embedding Han Xiao Minlie Huang Yu Hao Xiaoyan Zhu 49 143 0 18 Sep 2015
Embedding Entities and Relations for Learning and Inference in Knowledge Bases Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 93 3,192 0 20 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 259 19,045 0 20 Dec 2014
Learning Multi-Relational Semantics Using Neural-Embedding Models Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng NAI 73 32 0 14 Nov 2014
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 109 1,587 0 27 Jun 2012