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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"

50 / 170 papers shown

Title
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks Xuhong Wang Baihong Jin Ying Du Ping Cui Yupu Yang GNN 67 9 0 22 Feb 2020
Adversarial Attack on Community Detection by Hiding Individuals Jia Li Honglei Zhang Zhichao Han Yu Rong Hong Cheng Junzhou Huang AAML 75 87 0 22 Jan 2020
UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats Xueyuan Han Thomas Pasquier Adam Bates James W. Mickens Margo Seltzer 114 287 0 06 Jan 2020
Tensor Entropy for Uniform Hypergraphs Can Chen I. Rajapakse 35 35 0 20 Dec 2019
MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams Siddharth Bhatia Bryan Hooi Minji Yoon Kijung Shin Christos Faloutsos 79 105 0 11 Nov 2019
Coverage-based Outlier Explanation Yue Wu Leman Akoglu Ian Davidson 21 1 0 06 Nov 2019
Dynamic Graph Embedding via LSTM History Tracking Shima Khoshraftar Sedigheh Mahdavi Aijun An Yonggang Hu Junfeng Liu AI4TS GNN 45 9 0 05 Nov 2019
Quick survey of graph-based fraud detection methods Paul Irofti A. Pătraşcu Andra Băltoiu 40 2 0 24 Oct 2019
Edge Dithering for Robust Adaptive Graph Convolutional Networks V. Ioannidis G. Giannakis AAML 50 8 0 21 Oct 2019
GraphSAC: Detecting anomalies in large-scale graphs V. Ioannidis Dimitris Berberidis G. Giannakis 66 29 0 21 Oct 2019
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 73 0 19 Sep 2019
Detecting malicious logins as graph anomalies Brian A Powell 31 10 0 19 Sep 2019
On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach Weizhong Yan Lijie Yu AI4CE 81 146 0 25 Aug 2019
On Proximity and Structural Role-based Embeddings in Networks: Misconceptions, Techniques, and Applications Ryan A. Rossi Di Jin Sungchul Kim Nesreen Ahmed Danai Koutra J. B. Lee 70 38 0 22 Aug 2019
Transferring Robustness for Graph Neural Network Against Poisoning Attacks Xianfeng Tang Yandong Li Yiwei Sun Huaxiu Yao P. Mitra Suhang Wang OOD AAML 122 184 0 20 Aug 2019
Optimal Sequential Tests for Monitoring Changes in the Distribution of Finite Observation Sequences D. Han Fugee Tsung Jinguo Xian 16 6 0 31 Jul 2019
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems Ke Xu Yun Wang Leni Yang Yifang Wang Bo Qiao Si Qin Yong Xu Haidong Zhang Huamin Qu 51 37 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 17 2 0 22 Jul 2019
Data-driven Policy on Feasibility Determination for the Train Shunting Problem P. Costa Jason Rhuggenaath Y. Zhang A. Akçay W. Lee U. Kaymak 11 3 0 10 Jul 2019
Using Temporal and Topological Features for Intrusion Detection in Operational Networks S. D. Antón Daniel Fraunholz Hans D. Schotten 115 10 0 09 Jul 2019
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 0 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 AAML 47 18 0 16 May 2019
Visual Analytics of Anomalous User Behaviors: A Survey Yang Shi Yuyin Liu Hanghang Tong Jingrui He Gang Yan Nan Cao 50 22 0 14 May 2019
Exploring Information Centrality for Intrusion Detection in Large Networks Nidhi Rastogi 13 2 0 27 Apr 2019
Deep Representation Learning for Social Network Analysis Qiaoyu Tan Ninghao Liu Helen Zhou AI4TS GNN 64 106 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 79 162 0 24 Jan 2019
Anomaly detection in the dynamics of web and social networks Volodymyr Miz B. Ricaud Kirell Benzi P. Vandergheynst AI4TS 22 23 0 22 Jan 2019
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 C. Thissen 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 GNN 67 164 0 20 Jul 2018
Model-based Exception Mining for Object-Relational Data Fatemeh Riahi Oliver Schulte 18 2 0 01 Jul 2018
Adversarial Attack on Graph Structured Data H. Dai Hui Li Tian Tian Xin Huang L. Wang Jun Zhu Le Song GNN AAML OOD 118 780 0 06 Jun 2018
Provenance-based Intrusion Detection: Opportunities and Challenges Xueyuan Han Thomas Pasquier Margo Seltzer 35 45 0 04 Jun 2018
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 AI4CE 82 52 0 11 Mar 2018
Matched Filters for Noisy Induced Subgraph Detection D. Sussman Youngser Park Carey E. Priebe V. Lyzinski 92 31 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 43 0 27 Feb 2018
Memetic Graph Clustering Sonja Biedermann Monika Henzinger Christian Schulz Bernhard Schuster 27 9 0 20 Feb 2018