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Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged
  Approach

Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach

26 November 2020
Minji Yoon
Bryan Hooi
Kijung Shin
Christos Faloutsos
ArXiv (abs)PDFHTML

Papers citing "Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach"

22 / 22 papers shown
Title
Motif-Consistent Counterfactuals with Adversarial Refinement for
  Graph-Level Anomaly Detection
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection
Chunjing Xiao
Shikang Pang
Wenxin Tai
Yanlong Huang
Goce Trajcevski
Fan Zhou
76
3
0
18 Jul 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Ocheme Anthony Ekle
William Eberle
AI4TS
100
11
0
31 May 2024
Exploring the Performance of Continuous-Time Dynamic Link Prediction
  Algorithms
Exploring the Performance of Continuous-Time Dynamic Link Prediction Algorithms
Raphaël Romero
Maarten Buyl
Tijl De Bie
Jefrey Lijffijt
61
0
0
27 May 2024
Anomaly Detection in Graph Structured Data: A Survey
Anomaly Detection in Graph Structured Data: A Survey
Prabin B. Lamichhane
William Eberle
79
3
0
10 May 2024
Graph Out-of-Distribution Generalization via Causal Intervention
Graph Out-of-Distribution Generalization via Causal Intervention
Qitian Wu
Fan Nie
Chenxiao Yang
Tianyi Bao
Junchi Yan
OODDOODAI4CE
102
21
0
18 Feb 2024
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and
  Future Directions
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
Zemin Liu
Yuan N. Li
Nan-Fang Chen
Qian Wang
Bryan Hooi
Bin He
FaML
83
15
0
26 Aug 2023
Temporal Egonet Subgraph Transitions
Temporal Egonet Subgraph Transitions
Daniel Gonzalez Cedre
Sophia Abraham
Lucas Parzianello
Eric Tsai
21
0
0
26 Mar 2023
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain
  Security to Brain Disease Prediction
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction
Ali Behrouz
Margo Seltzer
61
20
0
15 Nov 2022
tegdet: An extensible Python Library for Anomaly Detection using
  Time-Evolving Graphs
tegdet: An extensible Python Library for Anomaly Detection using Time-Evolving Graphs
Simona Bernardi
José Merseguer
Raúl Javierre
AI4TS
64
2
0
17 Oct 2022
BOND: Benchmarking Unsupervised Outlier Node Detection on Static
  Attributed Graphs
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
Kay Liu
Yingtong Dou
Yue Zhao
Xueying Ding
Xiyang Hu
...
Lichao Sun
Jundong Li
George H. Chen
Zhihao Jia
Philip S. Yu
OOD
101
99
0
21 Jun 2022
Raising the Bar in Graph-level Anomaly Detection
Raising the Bar in Graph-level Anomaly Detection
Chen Qiu
Marius Kloft
Stephan Mandt
Maja R. Rudolph
71
65
0
27 May 2022
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation
Rongrong Ma
Guansong Pang
Ling-Hao Chen
Anton Van Den Hengel
72
94
0
19 Dec 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning
Xiaoxiao Ma
Hongzhi Zhang
Shan Xue
Jian Yang
Chuan Zhou
Quan Z. Sheng
Hui Xiong
Leman Akoglu
GNNAI4TS
118
571
0
14 Jun 2021
Sketch-Based Anomaly Detection in Streaming Graphs
Sketch-Based Anomaly Detection in Streaming Graphs
Siddharth Bhatia
Mohit Wadhwa
Kenji Kawaguchi
Neil Shah
Philip S. Yu
Bryan Hooi
70
18
0
08 Jun 2021
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks
Dorcas Ofori-Boateng
I. Segovia-Dominguez
Murat Kantarcioglu
Cüneyt Gürcan Akçora
Yulia R. Gel
82
27
0
03 Jun 2021
Isconna: Streaming Anomaly Detection with Frequency and Patterns
Isconna: Streaming Anomaly Detection with Frequency and Patterns
R. Liu
Siddharth Bhatia
Bryan Hooi
19
3
0
04 Apr 2021
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy
  Trade-off
Autonomous Graph Mining Algorithm Search with Best Speed/Accuracy Trade-off
Minji Yoon
Théophile Gervet
Bryan Hooi
Christos Faloutsos
57
18
0
26 Nov 2020
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams
F-FADE: Frequency Factorization for Anomaly Detection in Edge Streams
Yen-Yu Chang
Pan Li
R. Sosič
M. Afifi
M. Schweighauser
J. Leskovec
48
53
0
09 Nov 2020
Real-Time Anomaly Detection in Edge Streams
Real-Time Anomaly Detection in Edge Streams
Siddharth Bhatia
R. Liu
Bryan Hooi
Minji Yoon
Kijung Shin
Christos Faloutsos
35
23
0
17 Sep 2020
ADSAGE: Anomaly Detection in Sequences of Attributed Graph Edges applied
  to insider threat detection at fine-grained level
ADSAGE: Anomaly Detection in Sequences of Attributed Graph Edges applied to insider threat detection at fine-grained level
Mathieu Garchery
Michael Granitzer
36
9
0
14 Jul 2020
Indirect Adversarial Attacks via Poisoning Neighbors for Graph
  Convolutional Networks
Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks
Tsubasa Takahashi
GNNAAML
150
37
0
19 Feb 2020
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams
Siddharth Bhatia
Bryan Hooi
Minji Yoon
Kijung Shin
Christos Faloutsos
104
105
0
11 Nov 2019
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