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Graph-based Anomaly Detection and Description: A Survey

18 April 2014

Papers citing "Graph-based Anomaly Detection and Description: A Survey"

20 / 170 papers shown

Title
CADDeLaG: Framework for distributed anomaly detection in large dense graph sequences Aniruddha Basak K. Das Ole J. Mengshoel 31 1 0 15 Feb 2018
Learning Role-based Graph Embeddings Nesreen Ahmed Ryan Rossi J. B. Lee Theodore L. Willke R. Zhou Xiangnan Kong Hoda Eldardiry 102 96 0 07 Feb 2018
Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining Kijung Shin Bryan Hooi Jisu Kim Christos Faloutsos 41 1 0 04 Feb 2018
Inductive Representation Learning in Large Attributed Graphs Nesreen Ahmed Ryan A. Rossi R. Zhou J. B. Lee Xiangnan Kong Theodore L. Willke Hoda Eldardiry 59 4 0 25 Oct 2017
Learning Graph Representations with Embedding Propagation Alberto García-Durán Mathias Niepert GNN SSL 110 168 0 09 Oct 2017
A Framework for Generalizing Graph-based Representation Learning Methods Nesreen Ahmed Ryan A. Rossi R. Zhou J. B. Lee Xiangnan Kong Theodore L. Willke Hoda Eldardiry 82 20 0 14 Sep 2017
Concept Drift and Anomaly Detection in Graph Streams Daniele Zambon Cesare Alippi L. Livi 70 49 0 21 Jun 2017
Stateless Puzzles for Real Time Online Fraud Preemption Mizanur Rahman Ruben Recabarren Bogdan Carbunar Dongwon Lee 21 3 0 05 Jun 2017
Spectrum-based deep neural networks for fraud detection Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu GNN 75 37 0 03 Jun 2017
Fast Change Point Detection on Dynamic Social Networks Yu Wang Aniket Chakrabarti David J Sivakoff Srinivasan Parthasarathy 44 53 0 20 May 2017
Deep Feature Learning for Graphs Ryan A. Rossi R. Zhou Nesreen Ahmed GNN 70 60 0 28 Apr 2017
FairJudge: Trustworthy User Prediction in Rating Platforms Srijan Kumar Bryan Hooi Disha Makhija Mohit Kumar Christos Faloutsos V. S. Subrahmanian 46 19 0 30 Mar 2017
Semi-supervised Embedding in Attributed Networks with Outliers Jiongqian Liang Peter Jacobs Jiankai Sun Srinivasan Parthasarathy BDL 71 111 0 23 Mar 2017
The Power of Side-information in Subgraph Detection Arun Kadavankandy Konstantin Avrachenkov L. Cottatellucci R. Sundaresan 60 14 0 10 Nov 2016
Outlier Detection from Network Data with Subnetwork Interpretation Xuan-Hong Dang A. Silva Ambuj K. Singh A. Swami P. Basu 16 7 0 30 Sep 2016
Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events Ting-Li Chen L. Tang Yizhou Sun Zhengzhang Chen Kai Zhang 50 86 0 26 Aug 2016
Debugging OpenStack Problems Using a State Graph Approach Yong Xiang Hu Li Sen Wang Wenyuan Xu 42 9 0 20 Jun 2016
Multi-centrality Graph Spectral Decompositions and their Application to Cyber Intrusion Detection Pin-Yu Chen Sutanay Choudhury Alfred Hero 62 31 0 23 Dec 2015
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks V. Amelkin Ambuj K. Singh Petko Bogdanov 63 23 0 17 Oct 2015
Less is More: Building Selective Anomaly Ensembles Shebuti Rayana Leman Akoglu AI4TS 65 40 0 08 Jan 2015