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MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams

11 November 2019

Bryan Hooi

Papers citing "MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams"

29 / 29 papers shown

Title
Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo Ocheme Anthony Ekle Biswarup Das 60 0 0 24 Apr 2025
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts Jongha Lee Taehyung Kwon Heechan Moon Kijung Shin AI4TS 101 0 0 01 Apr 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs Xiao Yang Xuejiao Zhao Zhiqi Shen 153 1 0 21 Dec 2024
Learning-Based Link Anomaly Detection in Continuous-Time Dynamic Graphs Tim Postuvan Claas Grohnfeldt Michele Russo Giulio Lovisotto 72 2 0 28 May 2024
Anomaly Detection in Graph Structured Data: A Survey Prabin B. Lamichhane William Eberle 79 3 0 10 May 2024
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning Jongha Lee Sunwoo Kim Kijung Shin AI4TS 86 5 0 19 Feb 2024
TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models Haotian Si Changhua Pei Hang Cui Jingwen Yang Yongqian Sun ... Haiming Zhang Jing Han Dan Pei Jianhui Li Gaogang Xie AI4TS 85 9 0 16 Feb 2024
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control Xiaocheng Li Si-ren Liu Zimu Zhou Bin Guo Yuan Xu Zhiwen Yu 77 0 0 29 Jan 2024
Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection Bibek Bhattarai H. H. Huang 33 2 0 02 Oct 2023
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
Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs Dongjin Lee Juho Lee Kijung Shin AAML 89 2 0 21 Aug 2023
Graph Anomaly Detection in Time Series: A Survey Thi Kieu Khanh Ho Ali Karami Narges Armanfard AI4TS 130 7 0 31 Jan 2023
A Frequency-Structure Approach for Link Stream Analysis Esteban Bautista Matthieu Latapy 74 2 0 07 Dec 2022
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
Distributed Anomaly Detection in Edge Streams using Frequency based Sketch Datastructures Prateek Chanda Malay Bhattacharya 51 1 0 27 Nov 2021
Anomalous Edge Detection in Edge Exchangeable Social Network Models Rui Luo Buddhika Nettasinghe Vikram Krishnamurthy 185 18 0 27 Sep 2021
Unveiling the potential of Graph Neural Networks for robust Intrusion Detection David Pujol-Perich José Suárez-Varela A. Cabellos-Aparicio Pere Barlet-Ros OOD AAML 65 66 0 30 Jul 2021
GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs Siddharth Bhatia Yiwei Wang Bryan Hooi Tanmoy Chakraborty 100 5 0 29 Jun 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 75 18 0 08 Jun 2021
MemStream: Memory-Based Streaming Anomaly Detection Siddharth Bhatia Arjit Jain Shivin Srivastava Kenji Kawaguchi Bryan Hooi AI4TS 76 18 0 07 Jun 2021
Cybersecurity Anomaly Detection in Adversarial Environments David A. Bierbrauer Alexander Chang Will Kritzer Nathaniel D. Bastian AAML 31 11 0 14 May 2021
Isconna: Streaming Anomaly Detection with Frequency and Patterns R. Liu Siddharth Bhatia Bryan Hooi 19 3 0 04 Apr 2021
AugSplicing: Synchronized Behavior Detection in Streaming Tensors Jiabao Zhang Shenghua Liu Wenting Hou Siddharth Bhatia Huawei Shen Wenjian Yu Xueqi Cheng AI4TS 51 5 0 03 Dec 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
Anomaly Detection by Recombining Gated Unsupervised Experts Jan-Philipp Schulze Philip Sperl Konstantin Böttinger 87 1 0 31 Aug 2020
Mining Persistent Activity in Continually Evolving Networks Caleb Belth Xinyi Zheng Danai Koutra 38 27 0 27 Jun 2020