Anomaly Detection - 2024-04
Anomaly Detection - 2024-04
| Publish Date | Title | Authors | Translate | Read | Code | |
|---|---|---|---|---|---|---|
| 2024-04-30 | IgCONDA-PET: Implicitly-Guided Counterfactual Diffusion for Detecting Anomalies in PET Images | Shadab Ahamed et.al. | 2405.00239 | translate | read | link |
| 2024-04-30 | Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly | Hang Du et.al. | 2405.00181 | translate | read | link |
| 2024-04-30 | Rockafellian Relaxation for PDE-Constrained Optimization with Distributional Uncertainty | Harbir Antil et.al. | 2405.00176 | translate | read | null |
| 2024-04-30 | Improved AutoEncoder with LSTM module and KL divergence | Wei Huang et.al. | 2404.19247 | translate | read | null |
| 2024-04-29 | Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems | Afsaneh Mahanipour et.al. | 2404.19114 | translate | read | null |
| 2024-04-29 | A Survey on Diffusion Models for Time Series and Spatio-Temporal Data | Yiyuan Yang et.al. | 2404.18886 | translate | read | link |
| 2024-04-29 | Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment | Shanle Yao et.al. | 2404.18747 | translate | read | null |
| 2024-04-29 | Self-supervised learning for classifying paranasal anomalies in the maxillary sinus | Debayan Bhattacharya et.al. | 2404.18599 | translate | read | link |
| 2024-04-29 | Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD | Valentina Zaccaria et.al. | 2404.18525 | translate | read | link |
| 2024-04-29 | Self-supervised contrastive learning of radio data for source detection, classification and peculiar object discovery | S. Riggi et.al. | 2404.18462 | translate | read | null |
| 2024-04-28 | Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study | Hamdi Friji et.al. | 2404.18328 | translate | read | null |
| 2024-04-27 | A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning | Michael Majurski et.al. | 2404.17978 | translate | read | null |
| 2024-04-27 | Accurate and fast anomaly detection in industrial processes and IoT environments | Simone Tonini et.al. | 2404.17925 | translate | read | null |
| 2024-04-27 | Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling | Di Wu et.al. | 2404.17900 | translate | read | null |
| 2024-04-29 | Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond | Kaichen Xu et.al. | 2404.17454 | translate | read | link |
| 2024-04-26 | Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows | Shun Maeda et.al. | 2404.17381 | translate | read | null |
| 2024-04-26 | Synchronized Stepwise Control of Firing and Learning Thresholds in a Spiking Randomly Connected Neural Network toward Hardware Implementation | Kumiko Nomura et.al. | 2404.17241 | translate | read | null |
| 2024-04-25 | Dr-SAM: An End-to-End Framework for Vascular Segmentation, Diameter Estimation, and Anomaly Detection on Angiography Images | Vazgen Zohranyan et.al. | 2404.17029 | translate | read | null |
| 2024-04-24 | Anomaly Detection for Incident Response at Scale | Hanzhang Wang et.al. | 2404.16887 | translate | read | null |
| 2024-04-25 | Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection | Yuanchen Bei et.al. | 2404.16366 | translate | read | null |
| 2024-04-24 | ABCD: Trust enhanced Attention based Convolutional Autoencoder for Risk Assessment | Sarala Naidu et.al. | 2404.16183 | translate | read | null |
| 2024-04-24 | S2DEVFMAP: Self-Supervised Learning Framework with Dual Ensemble Voting Fusion for Maximizing Anomaly Prediction in Timeseries | Sarala Naidu et.al. | 2404.16179 | translate | read | null |
| 2024-04-24 | OmniLearn: A Method to Simultaneously Facilitate All Jet Physics Tasks | Vinicius Mikuni et.al. | 2404.16091 | translate | read | link |
| 2024-04-23 | Feature Distribution Shift Mitigation with Contrastive Pretraining for Intrusion Detection | Weixing Wang et.al. | 2404.15382 | translate | read | null |
| 2024-04-23 | IPAD: Industrial Process Anomaly Detection Dataset | Jinfan Liu et.al. | 2404.15033 | translate | read | null |
| 2024-04-23 | Fin-Fed-OD: Federated Outlier Detection on Financial Tabular Data | Dayananda Herurkar et.al. | 2404.14933 | translate | read | null |
| 2024-04-23 | A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation | Phoebe Jing et.al. | 2404.14746 | translate | read | null |
| 2024-04-23 | Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection | Lingzhi Wang et.al. | 2404.14720 | translate | read | null |
| 2024-04-23 | Deep Overlapping Community Search via Subspace Embedding | Qing Sima et.al. | 2404.14692 | translate | read | null |
| 2024-04-21 | A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance | João Gama et.al. | 2404.14455 | translate | read | null |
| 2024-04-20 | Generative Subspace Adversarial Active Learning for Outlier Detection in Multiple Views of High-dimensional Data | Jose Cribeiro-Ramallo et.al. | 2404.14451 | translate | read | null |
| 2024-04-22 | Explaining Arguments’ Strength: Unveiling the Role of Attacks and Supports (Technical Report) | Xiang Yin et.al. | 2404.14304 | translate | read | null |
| 2024-04-21 | Detecting Compromised IoT Devices Using Autoencoders with Sequential Hypothesis Testing | Md Mainuddin et.al. | 2404.13690 | translate | read | null |
| 2024-04-21 | FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization | Zhaopeng Gu et.al. | 2404.13671 | translate | read | null |
| 2024-04-20 | Intrusion Detection at Scale with the Assistance of a Command-line Language Model | Jiongliang Lin et.al. | 2404.13402 | translate | read | null |
| 2024-04-20 | Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior | Yidan Liu et.al. | 2404.13342 | translate | read | null |
| 2024-04-20 | Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Anomaly Detection | Junpu Wang et.al. | 2404.13273 | translate | read | null |
| 2024-04-19 | uTRAND: Unsupervised Anomaly Detection in Traffic Trajectories | Giacomo D’Amicantonio et.al. | 2404.12712 | translate | read | null |
| 2024-04-19 | Detecting Out-Of-Distribution Earth Observation Images with Diffusion Models | Georges Le Bellier et.al. | 2404.12667 | translate | read | null |
| 2024-04-18 | Blind Localization and Clustering of Anomalies in Textures | Andrei-Timotei Ardelean et.al. | 2404.12246 | translate | read | null |
| 2024-04-18 | Warped Time Series Anomaly Detection | Charlotte Lacoquelle et.al. | 2404.12134 | translate | read | null |
| 2024-04-17 | Simulating Cloud Environments of Connected Vehicles for Anomaly Detection | M. Weiß et.al. | 2404.11740 | translate | read | null |
| 2024-04-17 | Uncertainty estimation and anomaly detection in chiral effective field theory studies of key nuclear electroweak processes | Bijaya Acharya et.al. | 2404.11522 | translate | read | null |
| 2024-04-19 | LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking | Yongzheng Xie et.al. | 2404.11294 | translate | read | null |
| 2024-04-17 | DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series | Zahra Zamanzadeh Darban et.al. | 2404.11269 | translate | read | null |
| 2024-04-16 | Unsupervised machine learning for the detection of exotic phases in skyrmion phase diagrams | F. A. Gómez Albarracín et.al. | 2404.10943 | translate | read | null |
| 2024-04-16 | Advancing Network Intrusion Detection: Integrating Graph Neural Networks with Scattering Transform and Node2Vec for Enhanced Anomaly Detection | Abdeljalil Zoubir et.al. | 2404.10800 | translate | read | null |
| 2024-04-16 | Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark | Jiangning Zhang et.al. | 2404.10760 | translate | read | link |
| 2024-04-16 | A Calibrated and Automated Simulator for Innovations in 5G | Conrado Boeira et.al. | 2404.10643 | translate | read | null |
| 2024-04-16 | Community detection and anomaly prediction in dynamic networks | Hadiseh Safdari et.al. | 2404.10468 | translate | read | null |
| 2024-04-16 | CARE to Compare: A real-world dataset for anomaly detection in wind turbine data | Christian Gück et.al. | 2404.10320 | translate | read | null |
| 2024-04-16 | Anomaly Correction of Business Processes Using Transformer Autoencoder | Ziyou Gong et.al. | 2404.10211 | translate | read | null |
| 2024-04-15 | Explainable Online Unsupervised Anomaly Detection for Cyber-Physical Systems via Causal Discovery from Time Series | Daniele Meli et.al. | 2404.09871 | translate | read | null |
| 2024-04-15 | Do LLMs Understand Visual Anomalies? Uncovering LLM Capabilities in Zero-shot Anomaly Detection | Jiaqi Zhu et.al. | 2404.09654 | translate | read | null |
| 2024-04-15 | Privacy-Preserving Intrusion Detection using Convolutional Neural Networks | Martin Kodys et.al. | 2404.09625 | translate | read | null |
| 2024-04-14 | Machine learning-based identification of Gaia astrometric exoplanet orbits | Johannes Sahlmann et.al. | 2404.09350 | translate | read | null |
| 2024-04-14 | Reap the Wild Wind: Detecting Media Storms in Large-Scale News Corpora | Dror K. Markus et.al. | 2404.09299 | translate | read | null |
| 2024-04-14 | Fault Detection in Mobile Networks Using Diffusion Models | Mohamad Nabeel et.al. | 2404.09240 | translate | read | null |
| 2024-04-13 | Label-free Anomaly Detection in Aerial Agricultural Images with Masked Image Modeling | Sambal Shikhar et.al. | 2404.08931 | translate | read | null |
| 2024-04-12 | FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination | Yifei Lin et.al. | 2404.08750 | translate | read | link |
| 2024-04-12 | Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection | Zhiwei Yang et.al. | 2404.08531 | translate | read | null |
| 2024-04-12 | TSLANet: Rethinking Transformers for Time Series Representation Learning | Emadeldeen Eldele et.al. | 2404.08472 | translate | read | null |
| 2024-04-12 | Adaptive Anomaly Detection Disruption Prediction Starting from First Discharge | Xinkun Ai et.al. | 2404.08241 | translate | read | null |
| 2024-04-12 | HCL-MTSAD: Hierarchical Contrastive Consistency Learning for Accurate Detection of Industrial Multivariate Time Series Anomalies | Haili Sun et.al. | 2404.08224 | translate | read | null |
| 2024-04-11 | Anomaly Detection in Power Grids via Context-Agnostic Learning | SangWoo Park et.al. | 2404.07898 | translate | read | null |
| 2024-04-11 | Context-aware Video Anomaly Detection in Long-Term Datasets | Zhengye Yang et.al. | 2404.07887 | translate | read | null |
| 2024-04-11 | M-dwarf flares in the Zwicky Transient Facility data and what we can learn from them | A. S. Voloshina et.al. | 2404.07812 | translate | read | null |
| 2024-04-11 | 3D-CSAD: Untrained 3D Anomaly Detection for Complex Manufacturing Surfaces | Xuanming Cao et.al. | 2404.07748 | translate | read | null |
| 2024-04-11 | Multi-Image Visual Question Answering for Unsupervised Anomaly Detection | Jun Li et.al. | 2404.07622 | translate | read | null |
| 2024-04-11 | Enhancing Network Intrusion Detection Performance using Generative Adversarial Networks | Xinxing Zhao et.al. | 2404.07464 | translate | read | null |
| 2024-04-10 | Complete Optimal Non-Resonant Anomaly Detection | Gregor Kasieczka et.al. | 2404.07258 | translate | read | null |
| 2024-04-10 | SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection | Mathis Kruse et.al. | 2404.06832 | translate | read | link |
| 2024-04-11 | MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection | Haoyang He et.al. | 2404.06564 | translate | read | null |
| 2024-04-09 | Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning | Emre Ozfatura et.al. | 2404.06230 | translate | read | null |
| 2024-04-09 | Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability | Fatima Ezzeddine et.al. | 2404.06144 | translate | read | null |
| 2024-04-09 | Supervised Contamination Detection, with Flow Cytometry Application | Solenne Gaucher et.al. | 2404.06093 | translate | read | link |
| 2024-04-10 | AI-Enabled System for Efficient and Effective Cyber Incident Detection and Response in Cloud Environments | Mohammed Ashfaaq M. Farzaan et.al. | 2404.05602 | translate | read | null |
| 2024-04-08 | Semi-Supervised Novelty Detection for Precise Ultra-Wideband Error Signal Prediction | Umberto Albertin et.al. | 2404.05351 | translate | read | null |
| 2024-04-08 | PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection | Xiaofan Li et.al. | 2404.05231 | translate | read | link |
| 2024-04-08 | Out-of-Distribution Data: An Acquaintance of Adversarial Examples – A Survey | Naveen Karunanayake et.al. | 2404.05219 | translate | read | null |
| 2024-04-07 | TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis | Zhiyu Liang et.al. | 2404.05057 | translate | read | null |
| 2024-04-07 | Dynamic Distinction Learning: Adaptive Pseudo Anomalies for Video Anomaly Detection | Demetris Lappas et.al. | 2404.04986 | translate | read | link |
| 2024-04-07 | Anomaly Detection in Electrocardiograms: Advancing Clinical Diagnosis Through Self-Supervised Learning | Aofan Jiang et.al. | 2404.04935 | translate | read | null |
| 2024-04-06 | CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection Systems | Francesco Marchiori et.al. | 2404.04648 | translate | read | null |
| 2024-04-06 | MedIAnomaly: A comparative study of anomaly detection in medical images | Yu Cai et.al. | 2404.04518 | translate | read | link |
| 2024-04-06 | Beyond the Known: Adversarial Autoencoders in Novelty Detection | Muhammad Asad et.al. | 2404.04456 | translate | read | null |
| 2024-04-05 | Fusing Dictionary Learning and Support Vector Machines for Unsupervised Anomaly Detection | Paul Irofti et.al. | 2404.04064 | translate | read | link |
| 2024-04-04 | A Systems Theoretic Approach to Online Machine Learning | Anli du Preez et.al. | 2404.03775 | translate | read | null |
| 2024-04-04 | Test Time Training for Industrial Anomaly Segmentation | Alex Costanzino et.al. | 2404.03743 | translate | read | null |
| 2024-04-04 | About Test-time training for outlier detection | Simon Klüttermann et.al. | 2404.03495 | translate | read | null |
| 2024-04-03 | Transfer learning applications for anomaly detection in wind turbines | Cyriana M. A. Roelofs et.al. | 2404.03011 | translate | read | null |
| 2024-04-03 | Foundation Models for Structural Health Monitoring | Luca Benfenati et.al. | 2404.02944 | translate | read | link |
| 2024-04-03 | End-To-End Self-tuning Self-supervised Time Series Anomaly Detection | Boje Deforce et.al. | 2404.02865 | translate | read | null |
| 2024-04-03 | QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection | Nouhaila Innan et.al. | 2404.02595 | translate | read | null |
| 2024-04-03 | Learning with errors based dynamic encryption that discloses residue signal for anomaly detection | Yeongjun Jang et.al. | 2404.02574 | translate | read | null |
| 2024-04-02 | Deep Learning for AGILE Anticoincidence System’s Background Prediction from Orbital and Attitude Parameters | N. Parmiggiani et.al. | 2404.02107 | translate | read | null |
| 2024-04-02 | Enhancing Functional Safety in Automotive AMS Circuits through Unsupervised Machine Learning | Ayush Arunachalam et.al. | 2404.01632 | translate | read | null |
| 2024-04-02 | FLEXIS: FLEXible Frequent Subgraph Mining using Maximal Independent Sets | Akshit Sharma et.al. | 2404.01585 | translate | read | null |
| 2024-04-01 | Decentralized Collaborative Learning Framework with External Privacy Leakage Analysis | Tsuyoshi Idé et.al. | 2404.01270 | translate | read | null |
| 2024-04-01 | Anomaly Detection and Approximate Similarity Searches of Transients in Real-time Data Streams | P. D. Aleo et.al. | 2404.01235 | translate | read | null |
| 2024-04-01 | An incremental hybrid adaptive network-based IDS in Software Defined Networks to detect stealth attacks | Abdullah H Alqahtani et.al. | 2404.01109 | translate | read | null |
| 2024-04-01 | Harnessing Large Language Models for Training-free Video Anomaly Detection | Luca Zanella et.al. | 2404.01014 | translate | read | null |
| 2024-04-01 | Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline | Anas Al-lahham et.al. | 2404.00847 | translate | read | null |
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