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

26 November 2020

Bryan Hooi

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 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 Ocheme Anthony Ekle William Eberle AI4TS 100 11 0 31 May 2024
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 Prabin B. Lamichhane William Eberle 79 3 0 10 May 2024
Graph Out-of-Distribution Generalization via Causal Intervention Qitian Wu Fan Nie Chenxiao Yang Tianyi Bao Junchi Yan OODD OOD AI4CE 102 21 0 18 Feb 2024
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 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 Ali Behrouz Margo Seltzer 61 20 0 15 Nov 2022
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 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 Chen Qiu Marius Kloft Stephan Mandt Maja R. Rudolph 71 65 0 27 May 2022
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 Xiaoxiao Ma Hongzhi Zhang Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 118 571 0 14 Jun 2021
Sketch-Based Anomaly Detection in Streaming Graphs Siddharth Bhatia Mohit Wadhwa Kenji Kawaguchi Neil Shah Philip S. Yu Bryan Hooi 68 18 0 08 Jun 2021
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 R. Liu Siddharth Bhatia Bryan Hooi 19 3 0 04 Apr 2021
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 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 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 Mathieu Garchery Michael Granitzer 36 9 0 14 Jul 2020
Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks Tsubasa Takahashi GNN AAML 150 37 0 19 Feb 2020
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams Siddharth Bhatia Bryan Hooi Minji Yoon Kijung Shin Christos Faloutsos 91 105 0 11 Nov 2019