Anomaly Detection - 2024-09
Anomaly Detection - 2024-09
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-09-30 | What Information Contributes to Log-based Anomaly Detection? Insights from a Configurable Transformer-Based Approach | Xingfang Wu et.al. | 2409.20503 | translate | read | link |
| 2024-09-30 | ALLO: A Photorealistic Dataset and Data Generation Pipeline for Anomaly Detection During Robotic Proximity Operations in Lunar Orbit | Selina Leveugle et.al. | 2409.20435 | translate | read | link |
| 2024-09-30 | Novel machine learning applications at the LHC | Javier M. Duarte et.al. | 2409.20413 | translate | read | null |
| 2024-09-30 | CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset | Akshatha Arodi et.al. | 2409.20353 | translate | read | link |
| 2024-09-30 | Constraining Anomaly Detection with Anomaly-Free Regions | Maximilian Toller et.al. | 2409.20208 | translate | read | null |
| 2024-09-30 | VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection | Huilin Deng et.al. | 2409.20146 | translate | read | null |
| 2024-09-29 | MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI | Vivek Kumar Trivedi et.al. | 2409.19623 | translate | read | link |
| 2024-09-28 | Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model | Frederic Adjewa et.al. | 2409.19390 | translate | read | null |
| 2024-09-28 | Sparse Modelling for Feature Learning in High Dimensional Data | Harish Neelam et.al. | 2409.19361 | translate | read | null |
| 2024-09-27 | Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models | Shihua Qin et.al. | 2409.19185 | translate | read | null |
| 2024-09-27 | CESNET-TimeSeries24: Time Series Dataset for Network Traffic Anomaly Detection and Forecasting | Josef Koumar et.al. | 2409.18874 | translate | read | null |
| 2024-09-27 | Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects | Sabrine Ennaji et.al. | 2409.18736 | translate | read | null |
| 2024-09-27 | Enhanced Convolution Neural Network with Optimized Pooling and Hyperparameter Tuning for Network Intrusion Detection | Ayush Kumar Sharma et.al. | 2409.18642 | translate | read | link |
| 2024-09-27 | MIMII-Gen: Generative Modeling Approach for Simulated Evaluation of Anomalous Sound Detection System | Harsh Purohit et.al. | 2409.18542 | translate | read | null |
| 2024-09-27 | Improved Approximation Algorithms for Relational Clustering | Aryan Esmailpour et.al. | 2409.18498 | translate | read | null |
| 2024-09-27 | Review of Digital Asset Development with Graph Neural Network Unlearning | Zara Lisbon et.al. | 2409.18455 | translate | read | null |
| 2024-09-27 | Neural Collaborative Filtering to Detect Anomalies in Human Semantic Trajectories | Yueyang Liu et.al. | 2409.18427 | translate | read | null |
| 2024-09-26 | Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors | R. Gallon et.al. | 2409.17841 | translate | read | null |
| 2024-09-26 | Invariant Coordinate Selection and Fisher discriminant subspace beyond the case of two groups | Colombe Becquart et.al. | 2409.17631 | translate | read | null |
| 2024-09-26 | Appearance Blur-driven AutoEncoder and Motion-guided Memory Module for Video Anomaly Detection | Jiahao Lyu et.al. | 2409.17608 | translate | read | null |
| 2024-09-26 | Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection | Yi Gu et.al. | 2409.17485 | translate | read | link |
| 2024-09-25 | VL4AD: Vision-Language Models Improve Pixel-wise Anomaly Detection | Liangyu Zhong et.al. | 2409.17330 | translate | read | null |
| 2024-09-25 | Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets | Michael E. Kim et.al. | 2409.17286 | translate | read | null |
| 2024-09-25 | Conditional Testing based on Localized Conformal p-values | Xiaoyang Wu et.al. | 2409.16829 | translate | read | null |
| 2024-09-25 | XAI-guided Insulator Anomaly Detection for Imbalanced Datasets | Maximilian Andreas Hoefler et.al. | 2409.16821 | translate | read | null |
| 2024-09-26 | VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection | Sunghyun Ahn et.al. | 2409.16225 | translate | read | link |
| 2024-09-24 | Exploring the Impact of Outlier Variability on Anomaly Detection Evaluation Metrics | Minjae Ok et.al. | 2409.15986 | translate | read | null |
| 2024-09-24 | Leveraging Unsupervised Learning for Cost-Effective Visual Anomaly Detection | Yunbo Long et.al. | 2409.15980 | translate | read | null |
| 2024-09-24 | A sparsified Christoffel function for high-dimensional inference | Jean-Bernard Lasserre et.al. | 2409.15965 | translate | read | null |
| 2024-09-24 | A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications | Razin Farhan Hussain et.al. | 2409.15802 | translate | read | null |
| 2024-09-24 | Identified-and-Targeted: The First Early Evidence of the Privacy-Invasive Use of Browser Fingerprinting for Online Tracking | Zengrui Liu et.al. | 2409.15656 | translate | read | null |
| 2024-09-23 | MotifDisco: Motif Causal Discovery For Time Series Motifs | Josephine Lamp et.al. | 2409.15219 | translate | read | null |
| 2024-09-23 | Anomaly Detection from a Tensor Train Perspective | Alejandro Mata Ali et.al. | 2409.15030 | translate | read | null |
| 2024-09-23 | VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge | Alessio Mascolini et.al. | 2409.14816 | translate | read | null |
| 2024-09-23 | Research on Dynamic Data Flow Anomaly Detection based on Machine Learning | Liyang Wang et.al. | 2409.14796 | translate | read | null |
| 2024-09-18 | Asymptotics for conformal inference | Ulysse Gazin et.al. | 2409.12019 | translate | read | null |
| 2024-09-18 | Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction | Caihong Wang et.al. | 2409.11890 | translate | read | null |
| 2024-09-18 | QUBO-based SVM for credit card fraud detection on a real QPU | Ettore Canonici et.al. | 2409.11876 | translate | read | null |
| 2024-09-18 | Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring | Maarten Meire et.al. | 2409.11807 | translate | read | null |
| 2024-09-18 | PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities | Daniel Zilberg et.al. | 2409.11618 | translate | read | null |
| 2024-09-17 | Outlier Detection with Cluster Catch Digraphs | Rui Shi et.al. | 2409.11596 | translate | read | null |
| 2024-09-17 | Unsupervised Hybrid framework for ANomaly Detection (HAND) – applied to Screening Mammogram | Zhemin Zhang et.al. | 2409.11534 | translate | read | link |
| 2024-09-17 | Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling | Lukas Schynol et.al. | 2409.11529 | translate | read | null |
| 2024-09-17 | An Empirical Study of Sensitive Information in Logs | Roozbeh Aghili et.al. | 2409.11313 | translate | read | null |
| 2024-09-17 | Multimodal Attention-Enhanced Feature Fusion-based Weekly Supervised Anomaly Violence Detection | Yuta Kaneko et.al. | 2409.11223 | translate | read | null |
| 2024-09-17 | Fair Anomaly Detection For Imbalanced Groups | Ziwei Wu et.al. | 2409.10951 | translate | read | null |
| 2024-09-16 | Real-bogus scores for active anomaly detection | T. A. Semenikhin et.al. | 2409.10256 | translate | read | null |
| 2024-09-16 | Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection | Kodjo Mawuena Amekoe et.al. | 2409.10111 | translate | read | link |
| 2024-09-16 | Enhancing Anomaly Detection via Generating Diversified and Hard-to-distinguish Synthetic Anomalies | Hyuntae Kim et.al. | 2409.10069 | translate | read | null |
| 2024-09-16 | Deep Graph Anomaly Detection: A Survey and New Perspectives | Hezhe Qiao et.al. | 2409.09957 | translate | read | link |
| 2024-09-15 | Dynamic Fraud Detection: Integrating Reinforcement Learning into Graph Neural Networks | Yuxin Dong et.al. | 2409.09892 | translate | read | null |
| 2024-09-15 | Abnormal Event Detection In Videos Using Deep Embedding | Darshan Venkatrayappa et.al. | 2409.09804 | translate | read | null |
| 2024-09-15 | Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity | Hao Jian Huang et.al. | 2409.09794 | translate | read | null |
| 2024-09-15 | Enhancing Data Quality through Self-learning on Imbalanced Financial Risk Data | Xu Sun et.al. | 2409.09792 | translate | read | null |
| 2024-09-15 | Towards Multi-view Graph Anomaly Detection with Similarity-Guided Contrastive Clustering | Lecheng Zheng et.al. | 2409.09770 | translate | read | null |
| 2024-09-15 | OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data | Sebastian Wette et.al. | 2409.09742 | translate | read | null |
| 2024-09-13 | 1D-CNN-IDS: 1D CNN-based Intrusion Detection System for IIoT | Muhammad Arslan et.al. | 2409.08529 | translate | read | null |
| 2024-09-13 | Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice | Tian-Yi Zhou et.al. | 2409.08521 | translate | read | null |
| 2024-09-12 | Towards a graph-based foundation model for network traffic analysis | Louis Van Langendonck et.al. | 2409.08111 | translate | read | null |
| 2024-09-12 | Cellwise outlier detection in heterogeneous populations | Giorgia Zaccaria et.al. | 2409.07881 | translate | read | null |
| 2024-09-11 | Unsupervised anomaly detection in spatio-temporal stream network sensor data | Edgar Santos-Fernandez et.al. | 2409.07667 | translate | read | null |
| 2024-09-11 | Ensemble Methods for Sequence Classification with Hidden Markov Models | Maxime Kawawa-Beaudan et.al. | 2409.07619 | translate | read | null |
| 2024-09-11 | A Survey of Anomaly Detection in In-Vehicle Networks | Övgü Özdemir et.al. | 2409.07505 | translate | read | null |
| 2024-09-11 | Introducing Perturb-ability Score (PS) to Enhance Robustness Against Evasion Adversarial Attacks on ML-NIDS | Mohamed elShehaby et.al. | 2409.07448 | translate | read | null |
| 2024-09-11 | Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition | Ariel Priarone et.al. | 2409.07135 | translate | read | link |
| 2024-09-11 | A Continual and Incremental Learning Approach for TinyML On-device Training Using Dataset Distillation and Model Size Adaption | Marcus Rüb et.al. | 2409.07114 | translate | read | null |
| 2024-09-11 | Detect anomalous quartic gauge couplings at muon colliders with quantum kernel k-means | Shuai Zhang et.al. | 2409.07010 | translate | read | null |
| 2024-09-10 | Atom dimension adaptation for infinite set dictionary learning | Andra Băltoiu et.al. | 2409.06831 | translate | read | null |
| 2024-09-09 | Kramnik vs Nakamura: A Chess Scandal | Shiva Maharaj et.al. | 2409.06739 | translate | read | null |
| 2024-09-10 | GeMuCo: Generalized Multisensory Correlational Model for Body Schema Learning | Kento Kawaharazuka et.al. | 2409.06427 | translate | read | null |
| 2024-09-10 | Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development | Tianwu Lei et.al. | 2409.06367 | translate | read | null |
| 2024-09-10 | Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection | Hui-Yue Yang et.al. | 2409.06285 | translate | read | link |
| 2024-09-09 | DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection | Joymallya Chakraborty et.al. | 2409.06072 | translate | read | null |
| 2024-09-09 | Zero-shot Outlier Detection via Prior-data Fitted Networks: Model Selection Bygone! | Yuchen Shen et.al. | 2409.05672 | translate | read | link |
| 2024-09-09 | Adapted-MoE: Mixture of Experts with Test-Time Adaption for Anomaly Detection | Tianwu Lei et.al. | 2409.05611 | translate | read | null |
| 2024-09-09 | A Novel Representation of Periodic Pattern and Its Application to Untrained Anomaly Detection | Peng Ye et.al. | 2409.05389 | translate | read | null |
| 2024-09-09 | Deep Learning for Video Anomaly Detection: A Review | Peng Wu et.al. | 2409.05383 | translate | read | null |
| 2024-09-09 | Memoryless Multimodal Anomaly Detection via Student-Teacher Network and Signed Distance Learning | Zhongbin Sun et.al. | 2409.05378 | translate | read | null |
| 2024-09-09 | GDFlow: Anomaly Detection with NCDE-based Normalizing Flow for Advanced Driver Assistance System | Kangjun Lee et.al. | 2409.05346 | translate | read | null |
| 2024-09-08 | NetDPSyn: Synthesizing Network Traces under Differential Privacy | Danyu Sun et.al. | 2409.05249 | translate | read | null |
| 2024-09-08 | Lung-DETR: Deformable Detection Transformer for Sparse Lung Nodule Anomaly Detection | Hooman Ramezani et.al. | 2409.05200 | translate | read | null |
| 2024-09-08 | 2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures | Xinheng Xie et.al. | 2409.04982 | translate | read | null |
| 2024-09-08 | Anomaly Detection for Real-World Cyber-Physical Security using Quantum Hybrid Support Vector Machines | Tyler Cultice et.al. | 2409.04935 | translate | read | null |
| 2024-09-06 | Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges | Parameswaran Kamalaruban et.al. | 2409.04373 | translate | read | null |
| 2024-09-06 | Unmasking Covert Intrusions: Detection of Fault-Masking Cyberattacks on Differential Protection Systems | Ahmad Mohammad Saber et.al. | 2409.04242 | translate | read | null |
| 2024-09-06 | Ultra-imbalanced classification guided by statistical information | Yin Jin et.al. | 2409.04101 | translate | read | null |
| 2024-09-05 | Unsupervised Anomaly Detection and Localization with Generative Adversarial Networks | Khouloud Abdelli et.al. | 2409.03657 | translate | read | null |
| 2024-09-05 | A Dual-Path Framework with Frequency-and-Time Excited Network for Anomalous Sound Detection | Yucong Zhang et.al. | 2409.03610 | translate | read | null |
| 2024-09-05 | CTMBIDS: Convolutional Tsetlin Machine Based Intrusion Detection System for DDoS attacks in an SDN environment | Rasoul Jafari Gohari et.al. | 2409.03544 | translate | read | null |
| 2024-09-05 | Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection | Chenglizhao Chen et.al. | 2409.03236 | translate | read | link |
| 2024-09-05 | Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection | Li Yang et.al. | 2409.03141 | translate | read | link |
| 2024-09-04 | ADFilter – A Web Tool for New Physics Searches With Autoencoder-Based Anomaly Detection Using Deep Unsupervised Neural Networks | Sergei V. Chekanov et.al. | 2409.03065 | translate | read | null |
| 2024-09-04 | Oddballness: universal anomaly detection with language models | Filip Graliński et.al. | 2409.03046 | translate | read | null |
| 2024-09-04 | NUMOSIM: A Synthetic Mobility Dataset with Anomaly Detection Benchmarks | Chris Stanford et.al. | 2409.03024 | translate | read | null |
| 2024-09-04 | SDOoop: Capturing Periodical Patterns and Out-of-phase Anomalies in Streaming Data Analysis | Alexander Hartl et.al. | 2409.02973 | translate | read | link |
| 2024-09-04 | Anomaly Detection in Offshore Open Radio Access Network Using Long Short-Term Memory Models on a Novel Artificial Intelligence-Driven Cloud-Native Data Platform | Abdelrahim Ahmad et.al. | 2409.02849 | translate | read | null |
| 2024-09-03 | TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model | Defu Cao et.al. | 2409.02322 | translate | read | null |
| 2024-09-03 | Generalized implementation of invariant coordinate selection with positive semi-definite scatter matrices | Aurore Archimbaud et.al. | 2409.02258 | translate | read | null |
| 2024-09-02 | AutoEncoder Convolutional Neural Network for Pneumonia Detection | Michael Nosa-Omoruyi et.al. | 2409.02142 | translate | read | null |
| 2024-09-02 | The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Review | Tianxu Liu et.al. | 2409.02139 | translate | read | null |
| 2024-09-03 | Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates | Alice Williams et.al. | 2409.02079 | translate | read | null |
| 2024-09-03 | Activity-Guided Industrial Anomalous Sound Detection against Interferences | Yunjoo Lee et.al. | 2409.01885 | translate | read | null |
| 2024-09-03 | Interpreting Outliers in Time Series Data through Decoding Autoencoder | Patrick Knab et.al. | 2409.01713 | translate | read | null |
| 2024-09-03 | Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations | Joel Brogan et.al. | 2409.01532 | translate | read | null |
| 2024-09-02 | VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization | Yixuan Zhou et.al. | 2409.00942 | translate | read | link |
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