Anomaly Detection - 2025-03
Anomaly Detection - 2025-03
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2025-03-31 | Federated Structured Sparse PCA for Anomaly Detection in IoT Networks | Chenyi Huang et.al. | 2503.23981 | translate | read | null |
| 2025-03-31 | Detecting Localized Density Anomalies in Multivariate Data via Coin-Flip Statistics | Sebastian Springer et.al. | 2503.23927 | translate | read | link |
| 2025-03-31 | Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies | Lucas Heublein et.al. | 2503.23775 | translate | read | null |
| 2025-03-30 | Beyond Academic Benchmarks: Critical Analysis and Best Practices for Visual Industrial Anomaly Detection | Aimira Baitieva et.al. | 2503.23451 | translate | read | null |
| 2025-03-29 | Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains | Vincent Jacob et.al. | 2503.23060 | translate | read | link |
| 2025-03-28 | A Dataset for Semantic Segmentation in the Presence of Unknowns | Zakaria Laskar et.al. | 2503.22309 | translate | read | null |
| 2025-03-28 | Federated Intrusion Detection System Based on Unsupervised Machine Learning | Maxime Gourceyraud et.al. | 2503.22065 | translate | read | null |
| 2025-03-27 | AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis | Zhiwei Yang et.al. | 2503.21904 | translate | read | null |
| 2025-03-27 | VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness | Dian Zheng et.al. | 2503.21755 | translate | read | link |
| 2025-03-27 | The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection | Lars Heckler-Kram et.al. | 2503.21622 | translate | read | null |
| 2025-03-27 | Advancing CAN Network Security through RBM-Based Synthetic Attack Data Generation for Intrusion Detection Systems | Huacheng Li et.al. | 2503.21496 | translate | read | link |
| 2025-03-27 | Unveiling Latent Information in Transaction Hashes: Hypergraph Learning for Ethereum Ponzi Scheme Detection | Junhao Wu et.al. | 2503.21463 | translate | read | null |
| 2025-03-27 | VADMamba: Exploring State Space Models for Fast Video Anomaly Detection | Jiahao Lyu et.al. | 2503.21169 | translate | read | link |
| 2025-03-27 | A Data Balancing and Ensemble Learning Approach for Credit Card Fraud Detection | Yuhan Wang et.al. | 2503.21160 | translate | read | null |
| 2025-03-28 | Omni-AD: Learning to Reconstruct Global and Local Features for Multi-class Anomaly Detection | Jiajie Quan et.al. | 2503.21125 | translate | read | null |
| 2025-03-26 | Channel impulse response peak clustering using neural networks | Petr Horky et.al. | 2503.20838 | translate | read | null |
| 2025-03-26 | Stabilizing Neural Likelihood Ratio Estimation | Fernando Torales Acosta et.al. | 2503.20753 | translate | read | null |
| 2025-03-26 | $β$ -GNN: A Robust Ensemble Approach Against Graph Structure Perturbation | Haci Ismail Aslan et.al. | 2503.20630 | translate | read | null |
| 2025-03-26 | Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems | Chenglong Wang et.al. | 2503.20281 | translate | read | null |
| 2025-03-26 | LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions | Yejin Kwon et.al. | 2503.20252 | translate | read | null |
| 2025-03-25 | Video Anomaly Detection with Contours - A Study | Mia Siemon et.al. | 2503.19588 | translate | read | null |
| 2025-03-25 | Post-Hoc Calibrated Anomaly Detection | Sean Gloumeau et.al. | 2503.19577 | translate | read | null |
| 2025-03-25 | Bayesian Outlier Detection for Matrix-variate Models | Monica Billio et.al. | 2503.19515 | translate | read | null |
| 2025-03-25 | Social Network User Profiling for Anomaly Detection Based on Graph Neural Networks | Yiwei Zhang et.al. | 2503.19380 | translate | read | null |
| 2025-03-25 | Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection | Farzad Beizaee et.al. | 2503.19357 | translate | read | link |
| 2025-03-25 | Efficient IoT Intrusion Detection with an Improved Attention-Based CNN-BiLSTM Architecture | Amna Naeem et.al. | 2503.19339 | translate | read | null |
| 2025-03-24 | Risk-Based Thresholding for Reliable Anomaly Detection in Concentrated Solar Power Plants | Yorick Estievenart et.al. | 2503.19146 | translate | read | null |
| 2025-03-24 | Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics | Md. Barkat Ullah Tusher et.al. | 2503.19100 | translate | read | null |
| 2025-03-24 | Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning | Xuan Li et.al. | 2503.18841 | translate | read | null |
| 2025-03-24 | CRCL: Causal Representation Consistency Learning for Anomaly Detection in Surveillance Videos | Yang Liu et.al. | 2503.18808 | translate | read | null |
| 2025-03-24 | Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization | Minsu Kim et.al. | 2503.18599 | translate | read | null |
| 2025-03-24 | RoCA: Robust Contrastive One-class Time Series Anomaly Detection with Contaminated Data | Xudong Mou et.al. | 2503.18385 | translate | read | null |
| 2025-03-24 | PS-EIP: Robust Photometric Stereo Based on Event Interval Profile | Kazuma Kitazawa et.al. | 2503.18341 | translate | read | null |
| 2025-03-24 | Towards Training-free Anomaly Detection with Vision and Language Foundation Models | Jinjin Zhang et.al. | 2503.18325 | translate | read | link |
| 2025-03-24 | Knowledge Transfer from LLMs to Provenance Analysis: A Semantic-Augmented Method for APT Detection | Fei Zuo et.al. | 2503.18316 | translate | read | null |
| 2025-03-23 | Enhance GNNs with Reliable Confidence Estimation via Adversarial Calibration Learning | Yilong Wang et.al. | 2503.18235 | translate | read | null |
| 2025-03-23 | Anomize: Better Open Vocabulary Video Anomaly Detection | Fei Li et.al. | 2503.18094 | translate | read | null |
| 2025-03-23 | Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching | Emma Coletta et.al. | 2503.18032 | translate | read | null |
| 2025-03-21 | ATHENA: An In-vehicle CAN Intrusion Detection Framework Based on Physical Characteristics of Vehicle Systems | Kai Wang et.al. | 2503.17067 | translate | read | null |
| 2025-03-21 | TRACE: Time SeRies PArameter EffiCient FinE-tuning | Yuze Li et.al. | 2503.16991 | translate | read | null |
| 2025-03-20 | Catalog-based detection of unrecognized blends in deep optical ground based catalogs | Shuang Liang et.al. | 2503.16680 | translate | read | null |
| 2025-03-20 | Benchmarking Visual Language Models on Standardized Visualization Literacy Tests | Saugat Pandey et.al. | 2503.16632 | translate | read | null |
| 2025-03-20 | A Dataset of Performance Measurements and Alerts from Mozilla (Data Artifact) | Mohamed Bilel Besbes et.al. | 2503.16332 | translate | read | null |
| 2025-03-20 | Multivariate Time Series Anomaly Detection in Industry 5.0 | Lorenzo Colombi et.al. | 2503.15946 | translate | read | null |
| 2025-03-20 | A multi-model approach using XAI and anomaly detection to predict asteroid hazards | Amit Kumar Mondal et.al. | 2503.15901 | translate | read | null |
| 2025-03-20 | WeirdFlows: Anomaly Detection in Financial Transaction Flows | Arthur Capozzi et.al. | 2503.15896 | translate | read | null |
| 2025-03-19 | Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection | William Marfo et.al. | 2503.15448 | translate | read | null |
| 2025-03-19 | Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures | Giovanni Floreale et.al. | 2503.15415 | translate | read | null |
| 2025-03-19 | Euclid Quick Data Release (Q1) Exploring galaxy properties with a multi-modal foundation model | Euclid Collaboration et.al. | 2503.15312 | translate | read | null |
| 2025-03-19 | Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift | Jingyi Liao et.al. | 2503.14910 | translate | read | null |
| 2025-03-19 | FetalFlex: Anatomy-Guided Diffusion Model for Flexible Control on Fetal Ultrasound Image Synthesis | Yaofei Duan et.al. | 2503.14906 | translate | read | null |
| 2025-03-19 | LogLLaMA: Transformer-based log anomaly detection with LLaMA | Zhuoyi Yang et.al. | 2503.14849 | translate | read | null |
| 2025-03-19 | Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging Infrastructure | Fatemeh Dehrouyeh et.al. | 2503.14799 | translate | read | null |
| 2025-03-18 | Entente: Cross-silo Intrusion Detection on Network Log Graphs with Federated Learning | Jiacen Xu et.al. | 2503.14284 | translate | read | null |
| 2025-03-18 | EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models | Zongyun Zhang et.al. | 2503.14162 | translate | read | null |
| 2025-03-18 | Enhancing Kubernetes Resilience through Anomaly Detection and Prediction | V. Anemogiannis et.al. | 2503.14114 | translate | read | null |
| 2025-03-18 | Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection | Chunlei Li et.al. | 2503.13828 | translate | read | null |
| 2025-03-17 | U2AD: Uncertainty-based Unsupervised Anomaly Detection Framework for Detecting T2 Hyperintensity in MRI Spinal Cord | Qi Zhang et.al. | 2503.13400 | translate | read | null |
| 2025-03-17 | Highly Efficient Direct Analytics on Semantic-aware Time Series Data Compression | Guoyou Sun et.al. | 2503.13246 | translate | read | null |
| 2025-03-17 | Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey | Haoqi Huang et.al. | 2503.13195 | translate | read | null |
| 2025-03-17 | Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process | Yuanze Li et.al. | 2503.13184 | translate | read | link |
| 2025-03-17 | Language-guided Open-world Video Anomaly Detection | Zihao Liu et.al. | 2503.13160 | translate | read | null |
| 2025-03-17 | MFP-CLIP: Exploring the Efficacy of Multi-Form Prompts for Zero-Shot Industrial Anomaly Detection | Jingyi Yuan et.al. | 2503.12910 | translate | read | null |
| 2025-03-17 | UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks | Yuanbin Qian et.al. | 2503.12905 | translate | read | null |
| 2025-03-16 | GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation | Tao Feng et.al. | 2503.12600 | translate | read | null |
| 2025-03-16 | Time-EAPCR-T: A Universal Deep Learning Approach for Anomaly Detection in Industrial Equipment | Huajie Liang et.al. | 2503.12534 | translate | read | null |
| 2025-03-16 | KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection | Zhiyu Liang et.al. | 2503.12478 | translate | read | null |
| 2025-03-14 | Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model | Moritz A. Zanger et.al. | 2503.11339 | translate | read | null |
| 2025-03-14 | Financial Fraud Detection with Entropy Computing | Babak Emami et.al. | 2503.11273 | translate | read | null |
| 2025-03-14 | Federated Koopman-Reservoir Learning for Large-Scale Multivariate Time-Series Anomaly Detection | Long Tan Le et.al. | 2503.11255 | translate | read | null |
| 2025-03-14 | A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR Data | Wenbang Deng et.al. | 2503.11097 | translate | read | null |
| 2025-03-14 | Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion | Yifan Liu et.al. | 2503.11088 | translate | read | null |
| 2025-03-13 | OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models | Akshat Ramachandran et.al. | 2503.10959 | translate | read | null |
| 2025-03-13 | Hoi2Anomaly: An Explainable Anomaly Detection Approach Guided by Human-Object Interaction | Yuhan Wang et.al. | 2503.10508 | translate | read | null |
| 2025-03-13 | An Open-RAN Testbed for Detecting and Mitigating Radio-Access Anomalies | Hanna Bogucka et.al. | 2503.10255 | translate | read | null |
| 2025-03-13 | G $^{2}$ SF-MIAD: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection | Chengyu Tao et.al. | 2503.10091 | translate | read | null |
| 2025-03-13 | Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection | Zhen Qu et.al. | 2503.10080 | translate | read | link |
| 2025-03-13 | Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions | Jiani Fan et.al. | 2503.10058 | translate | read | null |
| 2025-03-12 | Anomaly Detection to identify Transients in LSST Time Series Data | Miguel Crispim Romao et.al. | 2503.09699 | translate | read | link |
| 2025-03-12 | Detecting and Preventing Data Poisoning Attacks on AI Models | Halima I. Kure et.al. | 2503.09302 | translate | read | null |
| 2025-03-12 | Time-EAPCR: A Deep Learning-Based Novel Approach for Anomaly Detection Applied to the Environmental Field | Lei Liu et.al. | 2503.09200 | translate | read | null |
| 2025-03-11 | Zero-to-One IDV: A Conceptual Model for AI-Powered Identity Verification | Aniket Vaidya et.al. | 2503.08734 | translate | read | null |
| 2025-03-11 | A systematic literature review of unsupervised learning algorithms for anomalous traffic detection based on flows | Alberto Miguel-Diez et.al. | 2503.08293 | translate | read | null |
| 2025-03-11 | Evidential Uncertainty Probes for Graph Neural Networks | Linlin Yu et.al. | 2503.08097 | translate | read | null |
| 2025-03-11 | Adapting Large Language Models for Parameter-Efficient Log Anomaly Detection | Ying Fu Lim et.al. | 2503.08045 | translate | read | null |
| 2025-03-11 | STEAD: Spatio-Temporal Efficient Anomaly Detection for Time and Compute Sensitive Applications | Andrew Gao et.al. | 2503.07942 | translate | read | null |
| 2025-03-10 | Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos | Pramit Saha et.al. | 2503.07799 | translate | read | null |
| 2025-03-10 | A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph | Shule Hao et.al. | 2503.07682 | translate | read | null |
| 2025-03-10 | Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds | Riccardo Mazzieri et.al. | 2503.07435 | translate | read | null |
| 2025-03-10 | ECNN: A Low-complex, Adjustable CNN for Industrial Pump Monitoring Using Vibration Data | Jonas Ney et.al. | 2503.07401 | translate | read | null |
| 2025-03-10 | Probabilistic Segmentation for Robust Field of View Estimation | R. Spencer Hallyburton et.al. | 2503.07375 | translate | read | null |
| 2025-03-11 | AnomalyPainter: Vision-Language-Diffusion Synergy for Zero-Shot Realistic and Diverse Industrial Anomaly Synthesis | Zhangyu Lai et.al. | 2503.07253 | translate | read | null |
| 2025-03-10 | Learning Decision Trees as Amortized Structure Inference | Mohammed Mahfoud et.al. | 2503.06985 | translate | read | link |
| 2025-03-09 | Task-Oriented Connectivity for Networked Robotics with Generative AI and Semantic Communications | Peizheng Li et.al. | 2503.06771 | translate | read | null |
| 2025-03-09 | AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP | Wenxin Ma et.al. | 2503.06661 | translate | read | null |
| 2025-03-09 | FaaSMT: Lightweight Serverless Framework for Intrusion Detection Using Merkle Tree and Task Inlining | Chuang Li et.al. | 2503.06532 | translate | read | null |
| 2025-03-09 | StructVizor: Interactive Profiling of Semi-Structured Textual Data | Yanwei Huang et.al. | 2503.06500 | translate | read | null |
| 2025-03-09 | Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models | Nguyen Do et.al. | 2503.06413 | translate | read | null |
| 2025-03-07 | Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation | Romain Hermary et.al. | 2503.05520 | translate | read | null |
| 2025-03-07 | Robust Intrusion Detection System with Explainable Artificial Intelligence | Betül Güvenç Paltun et.al. | 2503.05303 | translate | read | null |
| 2025-03-07 | Spectral-Spatial Extraction through Layered Tensor Decomposition for Hyperspectral Anomaly Detection | Quan Yu et.al. | 2503.05183 | translate | read | null |
| 2025-03-06 | ISP-AD: A Large-Scale Real-World Dataset for Advancing Industrial Anomaly Detection with Synthetic and Real Defects | Paul J. Krassnig et.al. | 2503.04997 | translate | read | null |
| 2025-03-06 | AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM | Sunghyun Ahn et.al. | 2503.04504 | translate | read | null |
| 2025-03-06 | Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems | Majed Luay et.al. | 2503.04404 | translate | read | null |
| 2025-03-06 | TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches | Ivan Oleksiyuk et.al. | 2503.04342 | translate | read | null |
| 2025-03-06 | Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset | Evgeniy Eremin et.al. | 2503.04178 | translate | read | null |
| 2025-03-06 | UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security | Binghui Wu et.al. | 2503.04174 | translate | read | null |
| 2025-03-05 | DeepGrav: Anomalous Gravitational-Wave Detection Through Deep Latent Features | Jianqi Yan et.al. | 2503.03799 | translate | read | null |
| 2025-03-05 | PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning | Ryozo Masukawa et.al. | 2503.03747 | translate | read | null |
| 2025-03-06 | Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection | Wenqiao Li et.al. | 2503.03562 | translate | read | null |
| 2025-03-05 | AI-Driven Multi-Stage Computer Vision System for Defect Detection in Laser-Engraved Industrial Nameplates | Adhish Anitha Vilasan et.al. | 2503.03395 | translate | read | null |
| 2025-03-05 | Enhancing Cybersecurity in Critical Infrastructure with LLM-Assisted Explainable IoT Systems | Ashutosh Ghimire et.al. | 2503.03180 | translate | read | null |
| 2025-03-05 | SoK: Knowledge is All You Need: Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs | Wenrui Cheng et.al. | 2503.03108 | translate | read | null |
| 2025-03-04 | Intrusion Detection in IoT Networks Using Hyperdimensional Computing: A Case Study on the NSL-KDD Dataset | Ghazal Ghajari et.al. | 2503.03037 | translate | read | null |
| 2025-03-04 | Network Anomaly Detection for IoT Using Hyperdimensional Computing on NSL-KDD | Ghazal Ghajari et.al. | 2503.03031 | translate | read | null |
| 2025-03-04 | Generative Active Adaptation for Drifting and Imbalanced Network Intrusion Detection | Ragini Gupta et.al. | 2503.03022 | translate | read | null |
| 2025-03-04 | RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration | Alicia Russell-Gilbert et.al. | 2503.02800 | translate | read | null |
| 2025-03-04 | Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection | Manuel Barusco et.al. | 2503.02691 | translate | read | null |
| 2025-03-04 | World Models for Anomaly Detection during Model-Based Reinforcement Learning Inference | Fabian Domberg et.al. | 2503.02552 | translate | read | null |
| 2025-03-04 | A compact unshielded optically-pumped magnetic gradiometer | Hangfei Ye et.al. | 2503.02507 | translate | read | null |
| 2025-03-04 | Robust Multi-Source Domain Adaptation under Label Shift | Congbin Xu et.al. | 2503.02506 | translate | read | null |
| 2025-03-04 | Monge-Kantorovich quantiles and ranks for image data | Gauthier Thurin et.al. | 2503.02427 | translate | read | null |
| 2025-03-04 | Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection | Wei Luo et.al. | 2503.02424 | translate | read | link |
| 2025-03-04 | Anomaly detection in non-stationary videos using time-recursive differencing network based prediction | Gargi V. Pillai et.al. | 2503.02234 | translate | read | null |
| 2025-03-03 | Aerial Infrared Health Monitoring of Solar Photovoltaic Farms at Scale | Isaac Corley et.al. | 2503.02128 | translate | read | null |
| 2025-03-03 | Building Machine Learning Challenges for Anomaly Detection in Science | Elizabeth G. Campolongo et.al. | 2503.02112 | translate | read | null |
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