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Adversarial Attacks on Knowledge Graph Embeddings via Instance
  Attribution Methods

Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods

4 November 2021
Peru Bhardwaj
John D. Kelleher
Luca Costabello
Declan O’Sullivan
ArXivPDFHTML

Papers citing "Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods"

11 / 11 papers shown
Title
Resilience in Knowledge Graph Embeddings
Resilience in Knowledge Graph Embeddings
Arnab Sharma
N'Dah Jean Kouagou
A. Ngomo
26
0
0
28 Oct 2024
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
Yuqicheng Zhu
Nico Potyka
M. Nayyeri
Bo Xiong
Yunjie He
Evgeny Kharlamov
Steffen Staab
47
1
0
15 Aug 2024
Performance Evaluation of Knowledge Graph Embedding Approaches under
  Non-adversarial Attacks
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks
Sourabh Kapoor
Arnab Sharma
Michael Röder
Caglar Demir
Axel-Cyrille Ngonga Ngomo
AAML
21
0
0
09 Jul 2024
Safety in Graph Machine Learning: Threats and Safeguards
Safety in Graph Machine Learning: Threats and Safeguards
Song Wang
Yushun Dong
Binchi Zhang
Zihan Chen
Xingbo Fu
Yinhan He
Cong Shen
Chuxu Zhang
Nitesh V. Chawla
Jundong Li
37
7
0
17 May 2024
Untargeted Adversarial Attack on Knowledge Graph Embeddings
Untargeted Adversarial Attack on Knowledge Graph Embeddings
Tianzhe Zhao
Jiaoyan Chen
Yanchi Ru
Qika Lin
Yuxia Geng
Jun Liu
AAML
25
1
0
08 May 2024
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge
  Graph Learning
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning
Jeffrey Sardina
Luca Costabello
Christophe Guéret
11
2
0
08 Feb 2024
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph
  Generalisation via Simulated KGE Models
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE Models
J. Sardina
John D. Kelleher
Declan O’Sullivan
11
0
0
08 Feb 2024
Complex Query Answering on Eventuality Knowledge Graph with Implicit
  Logical Constraints
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
Jiaxin Bai
Xin Liu
Weiqi Wang
Chen Luo
Yangqiu Song
NAI
16
29
0
30 May 2023
On the Security Risks of Knowledge Graph Reasoning
On the Security Risks of Knowledge Graph Reasoning
Zhaohan Xi
Tianyu Du
Changjiang Li
Ren Pang
S. Ji
Xiapu Luo
Xusheng Xiao
Fenglong Ma
Ting Wang
14
8
0
03 May 2023
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns
Peru Bhardwaj
John D. Kelleher
Luca Costabello
Declan O’Sullivan
56
20
0
11 Nov 2021
Adversarial Attack and Defense on Graph Data: A Survey
Adversarial Attack and Defense on Graph Data: A Survey
Lichao Sun
Yingtong Dou
Carl Yang
Ji Wang
Yixin Liu
Philip S. Yu
Lifang He
B. Li
GNN
AAML
16
273
0
26 Dec 2018
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