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1404.4679
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Graph-based Anomaly Detection and Description: A Survey
18 April 2014
Leman Akoglu
Hanghang Tong
Danai Koutra
OOD
AI4TS
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Papers citing
"Graph-based Anomaly Detection and Description: A Survey"
50 / 170 papers shown
Title
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UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats
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Tensor Entropy for Uniform Hypergraphs
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MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams
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11 Nov 2019
Coverage-based Outlier Explanation
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Leman Akoglu
Ian Davidson
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Dynamic Graph Embedding via LSTM History Tracking
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0
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Quick survey of graph-based fraud detection methods
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A. Pătraşcu
Andra Băltoiu
35
2
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24 Oct 2019
Edge Dithering for Robust Adaptive Graph Convolutional Networks
V. Ioannidis
G. Giannakis
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50
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0
21 Oct 2019
GraphSAC: Detecting anomalies in large-scale graphs
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Dimitris Berberidis
G. Giannakis
66
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0
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Mining user interaction patterns in the darkweb to predict enterprise cyber incidents
Soumajyoti Sarkar
Mohammad Almukaynizi
Jana Shakarian
Paulo Shakarian
27
16
0
24 Sep 2019
Towards Federated Graph Learning for Collaborative Financial Crimes Detection
Toyotaro Suzumura
Yi Zhou
Natahalie Barcardo
Guangann Ye
Keith Houck
...
Yuji Watanabe
Pablo S. Loyola
Daniel Klyashtorny
Heiko Ludwig
Kumar Bhaskaran
FedML
99
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19 Sep 2019
Detecting malicious logins as graph anomalies
Brian A Powell
31
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19 Sep 2019
On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach
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Lijie Yu
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On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications
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Di Jin
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0
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Transferring Robustness for Graph Neural Network Against Poisoning Attacks
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Yandong Li
Yiwei Sun
Huaxiu Yao
P. Mitra
Suhang Wang
OOD
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122
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0
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Optimal Sequential Tests for Monitoring Changes in the Distribution of Finite Observation Sequences
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Fugee Tsung
Jinguo Xian
16
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0
31 Jul 2019
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
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Yun Wang
Leni Yang
Yifang Wang
Bo Qiao
Si Qin
Yong Xu
Haidong Zhang
Huamin Qu
51
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0
30 Jul 2019
Direction Matters: On Influence-Preserving Graph Summarization and Max-cut Principle for Directed Graphs
Wenkai Xu
Gang Niu
Aapo Hyvarinen
Masashi Sugiyama
15
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0
22 Jul 2019
Data-driven Policy on Feasibility Determination for the Train Shunting Problem
P. Costa
Jason Rhuggenaath
Y. Zhang
A. Akçay
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Using Temporal and Topological Features for Intrusion Detection in Operational Networks
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Daniel Fraunholz
Hans D. Schotten
115
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0
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A baseline for unsupervised advanced persistent threat detection in system-level provenance
Ghita Berrada
Sidahmed Benabderrahmane
James Cheney
William Maxwell
Himan Mookherjee
Alec Theriault
Ryan Wright
45
26
0
17 Jun 2019
Relative Hausdorff Distance for Network Analysis
Sinan G. Aksoy
Kathleen E. Nowak
Emilie Purvine
Stephen J. Young
51
15
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12 Jun 2019
Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection
Aditya Kuppa
Slawomir Grzonkowski
M. R. Asghar
Nhien-An Le-Khac
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47
18
0
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Visual Analytics of Anomalous User Behaviors: A Survey
Yang Shi
Yuyin Liu
Hanghang Tong
Jingrui He
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Nan Cao
50
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Exploring Information Centrality for Intrusion Detection in Large Networks
Nidhi Rastogi
13
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Deep Representation Learning for Social Network Analysis
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Ninghao Liu
Helen Zhou
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GNN
64
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0
18 Apr 2019
Node Embedding over Temporal Graphs
Uriel Singer
Ido Guy
Kira Radinsky
74
155
0
21 Mar 2019
Continuous Outlier Mining of Streaming Data in Flink
Theodoros Toliopoulos
A. Gounaris
K. Tsichlas
A. Papadopoulos
Sandra Sampaio
20
21
0
21 Feb 2019
Heterogeneous Network Motifs
Ryan A. Rossi
Nesreen Ahmed
Aldo G. Carranza
David Arbour
Anup B. Rao
Sungchul Kim
Eunyee Koh
100
23
0
28 Jan 2019
One-Class Convolutional Neural Network
Poojan Oza
Vishal M. Patel
73
162
0
24 Jan 2019
Anomaly detection in the dynamics of web and social networks
Volodymyr Miz
B. Ricaud
Kirell Benzi
P. Vandergheynst
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22
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0
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CFOF: A Concentration Free Measure for Anomaly Detection
F. Angiulli
36
12
0
14 Jan 2019
Cyber Anomaly Detection Using Graph-node Role-dynamics
A. Palladino
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17
6
0
06 Dec 2018
Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian
Xiuyuan Cheng
Zhengchao Wan
426
14
0
25 Oct 2018
A Survey of Learning Causality with Data: Problems and Methods
Ruocheng Guo
Lu Cheng
Jundong Li
P. R. Hahn
Huan Liu
CML
88
168
0
25 Sep 2018
Feature Learning for Meta-Paths in Knowledge Graphs
Sebastian Bischoff
43
0
0
07 Sep 2018
Insider Threat Detection Through Attributed Graph Clustering
A. Gamachchi
S. Boztaş
11
25
0
01 Sep 2018
Attention Models in Graphs: A Survey
J. B. Lee
Ryan A. Rossi
Sungchul Kim
Nesreen K. Ahmed
Eunyee Koh
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67
164
0
20 Jul 2018
Model-based Exception Mining for Object-Relational Data
Fatemeh Riahi
Oliver Schulte
18
2
0
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Adversarial Attack on Graph Structured Data
H. Dai
Hui Li
Tian Tian
Xin Huang
L. Wang
Jun Zhu
Le Song
GNN
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118
780
0
06 Jun 2018
Provenance-based Intrusion Detection: Opportunities and Challenges
Xueyuan Han
Thomas Pasquier
Margo Seltzer
35
45
0
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Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications
Pin-Yu Chen
Lingfei Wu
Sijia Liu
I. Rajapakse
54
28
0
30 May 2018
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds
Daniele Grattarola
Daniele Zambon
Cesare Alippi
L. Livi
GNN
75
41
0
16 May 2018
Investigating the Agility Bias in DNS Graph Mining
Jukka Ruohonen
Ville Leppänen
11
5
0
16 May 2018
Representation Learning over Dynamic Graphs
Rakshit S. Trivedi
Mehrdad Farajtabar
P. Biswal
H. Zha
AI4TS
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82
52
0
11 Mar 2018
Matched Filters for Noisy Induced Subgraph Detection
D. Sussman
Youngser Park
Carey E. Priebe
V. Lyzinski
92
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0
06 Mar 2018
One-Class Adversarial Nets for Fraud Detection
Panpan Zheng
Shuhan Yuan
Xintao Wu
Jun Yu Li
Aidong Lu
79
161
0
05 Mar 2018
Graph Laplacian for Image Anomaly Detection
Francesco Verdoja
Marco Grangetto
51
42
0
27 Feb 2018
Memetic Graph Clustering
Sonja Biedermann
Monika Henzinger
Christian Schulz
Bernhard Schuster
27
9
0
20 Feb 2018
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