Anomaly Detection - 2024-03
Anomaly Detection - 2024-03
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-03-31 | On the True Distribution Approximation of Minimum Bayes-Risk Decoding | Atsumoto Ohashi et.al. | 2404.00752 | translate | read | link |
| 2024-03-31 | Absolute-Unified Multi-Class Anomaly Detection via Class-Agnostic Distribution Alignment | Jia Guo et.al. | 2404.00724 | translate | read | null |
| 2024-03-29 | Long-Tailed Anomaly Detection with Learnable Class Names | Chih-Hui Ho et.al. | 2403.20236 | translate | read | null |
| 2024-03-29 | MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark | Sanghyun Woo et.al. | 2403.20225 | translate | read | null |
| 2024-03-28 | Enhancing Anomaly Detection in Financial Markets with an LLM-based Multi-Agent Framework | Taejin Park et.al. | 2403.19735 | translate | read | null |
| 2024-03-28 | Quantitatively rating galaxy simulations against real observations with anomaly detection | Zehao Jin et.al. | 2403.19464 | translate | read | link |
| 2024-03-28 | Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction | Ruoyu Li et.al. | 2403.19248 | translate | read | link |
| 2024-03-28 | Patch Spatio-Temporal Relation Prediction for Video Anomaly Detection | Hao Shen et.al. | 2403.19111 | translate | read | null |
| 2024-03-31 | Few-Shot Cross-System Anomaly Trace Classification for Microservice-based systems | Yuqing Wang et.al. | 2403.18998 | translate | read | null |
| 2024-03-27 | Dealing with Imbalanced Classes in Bot-IoT Dataset | Jesse Atuhurra et.al. | 2403.18989 | translate | read | null |
| 2024-03-27 | A Data-Driven Search For Mid-Infrared Excesses Among Five Million Main-Sequence FGK Stars | Gabriella Contardo et.al. | 2403.18941 | translate | read | link |
| 2024-03-27 | A Transformer-Based Framework for Payload Malware Detection and Classification | Kyle Stein et.al. | 2403.18223 | translate | read | null |
| 2024-03-27 | Road Obstacle Detection based on Unknown Objectness Scores | Chihiro Noguchi et.al. | 2403.18207 | translate | read | null |
| 2024-03-27 | Few-shot Online Anomaly Detection and Segmentation | Shenxing Wei et.al. | 2403.18201 | translate | read | null |
| 2024-03-24 | EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning | Lijin Wu et.al. | 2403.17980 | translate | read | null |
| 2024-03-26 | Practical Applications of Advanced Cloud Services and Generative AI Systems in Medical Image Analysis | Jingyu Xu et.al. | 2403.17549 | translate | read | null |
| 2024-03-26 | FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids | Emad Efatinasab et.al. | 2403.17494 | translate | read | null |
| 2024-03-27 | Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice | Jake Hesford et.al. | 2403.17458 | translate | read | null |
| 2024-03-25 | The pretty bad measurement | Caleb McIrvin et.al. | 2403.17252 | translate | read | null |
| 2024-03-25 | XAV: A High-Performance Regular Expression Matching Engine for Packet Processing | Jincheng Zhong et.al. | 2403.16533 | translate | read | null |
| 2024-03-24 | Constricting Normal Latent Space for Anomaly Detection with Normal-only Training Data | Marcella Astrid et.al. | 2403.16270 | translate | read | null |
| 2024-03-22 | Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems | Phai Vu Dinh et.al. | 2403.15511 | translate | read | null |
| 2024-03-22 | Hyperbolic Metric Learning for Visual Outlier Detection | Alvaro Gonzalez-Jimenez et.al. | 2403.15260 | translate | read | null |
| 2024-03-21 | A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients | Rithwik Gupta et.al. | 2403.14742 | translate | read | null |
| 2024-03-21 | A task of anomaly detection for a smart satellite Internet of things system | Zilong Shao et.al. | 2403.14738 | translate | read | null |
| 2024-03-21 | MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection | Jakub Micorek et.al. | 2403.14497 | translate | read | null |
| 2024-03-24 | Large Language Models for Blockchain Security: A Systematic Literature Review | Zheyuan He et.al. | 2403.14280 | translate | read | null |
| 2024-03-21 | Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection | Finn Behrendt et.al. | 2403.14262 | translate | read | link |
| 2024-03-21 | SoftPatch: Unsupervised Anomaly Detection with Noisy Data | Xi Jiang et.al. | 2403.14233 | translate | read | link |
| 2024-03-21 | Toward Multi-class Anomaly Detection: Exploring Class-aware Unified Model against Inter-class Interference | Xi Jiang et.al. | 2403.14213 | translate | read | null |
| 2024-03-21 | Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond | Wei Chen et.al. | 2403.14151 | translate | read | link |
| 2024-03-21 | Automatic Outlier Rectification via Optimal Transport | Jose Blanchet et.al. | 2403.14067 | translate | read | null |
| 2024-03-21 | Hypothesis-Driven Deep Learning for Out of Distribution Detection | Yasith Jayawardana et.al. | 2403.14058 | translate | read | null |
| 2024-03-20 | Unsupervised learning in particle physics | Jai Bardhan et.al. | 2403.13676 | translate | read | null |
| 2024-03-20 | Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection | Xincheng Yao et.al. | 2403.13349 | translate | read | null |
| 2024-03-19 | Wildfire danger prediction optimization with transfer learning | Spiros Maggioros et.al. | 2403.12871 | translate | read | link |
| 2024-03-19 | A Comparison of Deep Learning Architectures for Spacecraft Anomaly Detection | Daniel Lakey et.al. | 2403.12864 | translate | read | null |
| 2024-03-19 | Improving Interpretability of Scores in Anomaly Detection Based on Gaussian-Bernoulli Restricted Boltzmann Machine | Kaiji Sekimoto et.al. | 2403.12672 | translate | read | null |
| 2024-03-19 | Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection | Chengjie Wang et.al. | 2403.12580 | translate | read | null |
| 2024-03-19 | Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images | Chaoqin Huang et.al. | 2403.12570 | translate | read | link |
| 2024-03-19 | TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events | Zhenyuan Li et.al. | 2403.12541 | translate | read | null |
| 2024-03-19 | VisionGPT: LLM-Assisted Real-Time Anomaly Detection for Safe Visual Navigation | Hao Wang et.al. | 2403.12415 | translate | read | null |
| 2024-03-19 | DMAD: Dual Memory Bank for Real-World Anomaly Detection | Jianlong Hu et.al. | 2403.12362 | translate | read | null |
| 2024-03-18 | Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection | Ali Karami et.al. | 2403.12172 | translate | read | null |
| 2024-03-18 | Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks | Andrea Venturi et.al. | 2403.11830 | translate | read | null |
| 2024-03-18 | Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection | Julia Wolleb et.al. | 2403.11667 | translate | read | null |
| 2024-03-18 | Learning Unified Reference Representation for Unsupervised Multi-class Anomaly Detection | Liren He et.al. | 2403.11561 | translate | read | null |
| 2024-03-18 | Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?) | Paul Novello et.al. | 2403.11532 | translate | read | null |
| 2024-03-17 | Causality from Bottom to Top: A Survey | Abraham Itzhak Weinberg et.al. | 2403.11219 | translate | read | null |
| 2024-03-17 | usfAD Based Effective Unknown Attack Detection Focused IDS Framework | Md. Ashraf Uddin et.al. | 2403.11180 | translate | read | null |
| 2024-03-17 | Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning | Xiaohao Xu et.al. | 2403.11083 | translate | read | link |
| 2024-03-16 | An Open-Source Experimentation Framework for the Edge Cloud Continuum | Georgios Koukis et.al. | 2403.10977 | translate | read | null |
| 2024-03-16 | DTOR: Decision Tree Outlier Regressor to explain anomalies | Riccardo Crupi et.al. | 2403.10903 | translate | read | link |
| 2024-03-16 | Anomaly Detection Based on Isolation Mechanisms: A Survey | Yang Cao et.al. | 2403.10802 | translate | read | null |
| 2024-03-16 | Bayesian Design for Sampling Anomalous Spatio-Temporal Data | Katie Buchhorn et.al. | 2403.10791 | translate | read | null |
| 2024-03-14 | Code Revert Prediction with Graph Neural Networks: A Case Study at J.P. Morgan Chase | Yulong Pei et.al. | 2403.09507 | translate | read | null |
| 2024-03-14 | Anomaly Detection by Adapting a pre-trained Vision Language Model | Yuxuan Cai et.al. | 2403.09493 | translate | read | null |
| 2024-03-14 | Detecting the third family of compact stars with normalizing flows | Valéria Carvalho et.al. | 2403.09398 | translate | read | null |
| 2024-03-14 | Privacy Preserving Anomaly Detection on Homomorphic Encrypted Data from IoT Sensors | Anca Hangan et.al. | 2403.09322 | translate | read | null |
| 2024-03-14 | Rethinking Autoencoders for Medical Anomaly Detection from A Theoretical Perspective | Yu Cai et.al. | 2403.09303 | translate | read | null |
| 2024-03-14 | LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection | Xiangrui Cai et.al. | 2403.09209 | translate | read | link |
| 2024-03-14 | Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs | Jie Liu et.al. | 2403.09039 | translate | read | null |
| 2024-03-13 | Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images | Tiange Xiang et.al. | 2403.08689 | translate | read | null |
| 2024-03-13 | Extracting Explanations, Justification, and Uncertainty from Black-Box Deep Neural Networks | Paul Ardis et.al. | 2403.08652 | translate | read | null |
| 2024-03-13 | Caformer: Rethinking Time Series Analysis from Causal Perspective | Kexuan Zhang et.al. | 2403.08572 | translate | read | null |
| 2024-03-13 | Diffusion Models with Implicit Guidance for Medical Anomaly Detection | Cosmin I. Bercea et.al. | 2403.08464 | translate | read | null |
| 2024-03-13 | Validating and Exploring Large Geographic Corpora | Jonathan Dunn et.al. | 2403.08198 | translate | read | null |
| 2024-03-12 | Supervised Time Series Classification for Anomaly Detection in Subsea Engineering | Ergys Çokaj et.al. | 2403.08013 | translate | read | null |
| 2024-03-12 | An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques | Hao-Ting Pai et.al. | 2403.07959 | translate | read | null |
| 2024-03-12 | A robust SVM-based approach with feature selection and outliers detection for classification problems | Marta Baldomero-Naranjo et.al. | 2403.07753 | translate | read | null |
| 2024-03-11 | Study of the Impact of the Big Data Era on Accounting and Auditing | Yuxiang Sun et.al. | 2403.07180 | translate | read | null |
| 2024-03-11 | Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints | Jean V. Alves et.al. | 2403.06906 | translate | read | null |
| 2024-03-11 | Detection of Object Throwing Behavior in Surveillance Videos | Ivo P. C. Kersten et.al. | 2403.06552 | translate | read | null |
| 2024-03-12 | Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts | Jiawen Zhu et.al. | 2403.06495 | translate | read | link |
| 2024-03-11 | When Crypto Economics Meet Graph Analytics and Learning | Bingqiao Luo et.al. | 2403.06454 | translate | read | null |
| 2024-03-11 | Accelerating Sparse Tensor Decomposition Using Adaptive Linearized Representation | Jan Laukemann et.al. | 2403.06348 | translate | read | null |
| 2024-03-10 | Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation | Mingyu Lee et.al. | 2403.06247 | translate | read | null |
| 2024-03-12 | GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection | Huaxin Zhang et.al. | 2403.06154 | translate | read | link |
| 2024-03-09 | RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection | Ximiao Zhang et.al. | 2403.05897 | translate | read | link |
| 2024-03-08 | Learning Expressive And Generalizable Motion Features For Face Forgery Detection | Jingyi Zhang et.al. | 2403.05172 | translate | read | null |
| 2024-03-08 | Simulating Battery-Powered TinyML Systems Optimised using Reinforcement Learning in Image-Based Anomaly Detection | Jared M. Ping et.al. | 2403.05106 | translate | read | null |
| 2024-03-07 | Divide and Conquer: High-Resolution Industrial Anomaly Detection via Memory Efficient Tiled Ensemble | Blaž Rolih et.al. | 2403.04932 | translate | read | link |
| 2024-03-07 | A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges | Wei Ju et.al. | 2403.04468 | translate | read | null |
| 2024-03-07 | Exploring the Influence of Dimensionality Reduction on Anomaly Detection Performance in Multivariate Time Series | Mahsun Altin et.al. | 2403.04429 | translate | read | link |
| 2024-03-07 | Signature Isolation Forest | Guillaume Staerman et.al. | 2403.04405 | translate | read | null |
| 2024-03-07 | Effectiveness Assessment of Recent Large Vision-Language Models | Yao Jiang et.al. | 2403.04306 | translate | read | null |
| 2024-03-07 | MKF-ADS: A Multi-Knowledge Fused Anomaly Detection System for Automotive | Pengzhou Cheng et.al. | 2403.04293 | translate | read | null |
| 2024-03-07 | VAEMax: Open-Set Intrusion Detection based on OpenMax and Variational Autoencoder | Zhiyin Qiu et.al. | 2403.04193 | translate | read | null |
| 2024-03-07 | Dual-path Frequency Discriminators for Few-shot Anomaly Detection | Yuhu Bai et.al. | 2403.04151 | translate | read | null |
| 2024-03-06 | ZTRAN: Prototyping Zero Trust Security xApps for Open Radio Access Network Deployments | Aly S. Abdalla et.al. | 2403.04113 | translate | read | null |
| 2024-03-06 | Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural Networks | Jing Gu et.al. | 2403.04010 | translate | read | link |
| 2024-03-06 | Robust covariance estimation and explainable outlier detection for matrix-valued data | Marcus Mayrhofer et.al. | 2403.03975 | translate | read | null |
| 2024-03-06 | Portraying the Need for Temporal Data in Flood Detection via Sentinel-1 | Xavier Bou et.al. | 2403.03671 | translate | read | null |
| 2024-03-06 | Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences | Jin Li et.al. | 2403.03576 | translate | read | null |
| 2024-03-06 | Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots | Youngjae Yoo et.al. | 2403.03563 | translate | read | null |
| 2024-03-05 | Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection | Mohamed Afifi et.al. | 2403.03111 | translate | read | null |
| 2024-03-05 | On-demand Mobility Services for Urban Resilience: A Review Towards Human-Machine Collaborative Future | Jiangbo Yu et.al. | 2403.03107 | translate | read | null |
| 2024-03-05 | Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments | Naoto Watanabe et.al. | 2403.02744 | translate | read | null |
| 2024-03-05 | Interactive Continual Learning: Fast and Slow Thinking | Biqing Qi et.al. | 2403.02628 | translate | read | null |
| 2024-03-04 | Towards efficient deep autoencoders for multivariate time series anomaly detection | Marcin Pietroń et.al. | 2403.02429 | translate | read | null |
| 2024-03-04 | Unsupervised Distance Metric Learning for Anomaly Detection Over Multivariate Time Series | Hanyang Yuan et.al. | 2403.01895 | translate | read | null |
| 2024-03-04 | CSE: Surface Anomaly Detection with Contrastively Selected Embedding | Simon Thomine et.al. | 2403.01859 | translate | read | link |
| 2024-03-04 | Deployment Challenges of Industrial Intrusion Detection Systems | Konrad Wolsing et.al. | 2403.01809 | translate | read | null |
| 2024-03-04 | PointCore: Efficient Unsupervised Point Cloud Anomaly Detector Using Local-Global Features | Baozhu Zhao et.al. | 2403.01804 | translate | read | null |
| 2024-03-03 | Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Renjie Xu et.al. | 2403.01501 | translate | read | link |
| 2024-03-02 | AcME-AD: Accelerated Model Explanations for Anomaly Detection | Valentina Zaccaria et.al. | 2403.01245 | translate | read | null |
| 2024-03-02 | Shaping Multi-Robot Patrol Performance with Heterogeneity in Individual Learning Behavior | Connor York et.al. | 2403.01181 | translate | read | null |
| 2024-03-02 | Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection | Chenchen Tao et.al. | 2403.01169 | translate | read | null |
| 2024-03-01 | Dimensionality reduction techniques to support insider trading detection | Adele Ravagnani et.al. | 2403.00707 | translate | read | null |
| 2024-03-01 | The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model | Tin Nguyen et.al. | 2403.00379 | translate | read | null |
| 2024-03-01 | WindGP: Efficient Graph Partitioning on Heterogenous Machines | Li Zeng et.al. | 2403.00331 | translate | read | null |
(<a href=../Anomaly_Detection.md>back to Anomaly Detection</a>)