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Graph-based Anomaly Detection and Description: A Survey
v1v2 (latest)

Graph-based Anomaly Detection and Description: A Survey

18 April 2014
Leman Akoglu
Hanghang Tong
Danai Koutra
    OODAI4TS
ArXiv (abs)PDFHTML

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
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
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
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
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
Learning Graph Representations with Embedding Propagation
Alberto García-Durán
Mathias Niepert
GNNSSL
110
168
0
09 Oct 2017
A Framework for Generalizing Graph-based Representation Learning Methods
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
Concept Drift and Anomaly Detection in Graph Streams
Daniele Zambon
Cesare Alippi
L. Livi
65
49
0
21 Jun 2017
Stateless Puzzles for Real Time Online Fraud Preemption
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
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
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
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
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
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
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
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
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
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
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
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
Less is More: Building Selective Anomaly Ensembles
Shebuti Rayana
Leman Akoglu
AI4TS
65
40
0
08 Jan 2015
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