Concepedia

Scalable attack on graph data by injecting vicious nodes

Jihong Wang, Minnan Luo, Fnu Suya, Jundong Li, Zijiang Yang, Qinghua Zheng

Data Mining and Knowledge Discovery · 2020 · 70 citations · 32 references

Concepts

ComputingComputer ScienceCybersecurityComputer SecurityDistributed SystemsNetwork SecurityGraph AlgorithmsGraph AnalyticsGraph MiningGraph TheoryGraph-based LearningGraph Anomaly DetectionGraph Data ModelingGraph Data StructuresGraph-based Vulnerability DetectionRobustness To AttackScalable Graph AlgorithmsVicious Cycles

References

32

DeepWalk

2014 · 8.5K citations · Full text

Computing, Computer Science, Knowledge Representation +16

Explaining and Harnessing Adversarial Examples

Ian Goodfellow, Jonathon Shlens, Christian Szegedy · arXiv (Cornell University) · 2014 · 8.2K citations · Full text

Computing, Computer Science, Algorithms +11

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Computing, Computer Science, Feature Engineering +16

Intriguing properties of neural networks

Christian Szegedy, Wojciech Zaremba, Ilya Sutskever et al. · arXiv (Cornell University) · 2013 · 5.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +9

Technical Note: Q-Learning

Christopher J. Watkins, Peter Dayan · Machine Learning · 1992 · 3.7K citations