A curated list of papers & resources on anomaly detection foundation models using large language model, vision-language model, graph foundation model, time series foundation model, etc
☆170Mar 19, 2026Updated last week
Alternatives and similar repositories for Awesome-Anomaly-Detection-Foundation-Models
Users that are interested in Awesome-Anomaly-Detection-Foundation-Models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repository for 2025 TKDE survey paper "Deep Graph Anomaly Detection: A Survey and New Perspectives", including diverse types of …☆206Oct 14, 2025Updated 5 months ago
- [NeurIPS'23] Towards Self-Interpretable Graph-Level Anomaly Detection☆31Jul 18, 2024Updated last year
- [Arxiv 2025] Official code and datasets of paper: GNNs as Predictors of Agentic Workflow Performances☆19Jan 15, 2026Updated 2 months ago
- Official implementation of NeurIPS'23 paper "Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection"☆45Apr 28, 2024Updated last year
- Official PyTorch implementation of KDD2025 paper "AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection"☆48Sep 20, 2025Updated 6 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation for NeurIPS'24 paper "Generative Semi-supervised Graph Anomaly Detection"☆63Aug 13, 2025Updated 7 months ago
- ☆30Aug 11, 2025Updated 7 months ago
- LogLLM: Log-based Anomaly Detection Using Large Language Models (system log anomaly detection)☆182Dec 9, 2025Updated 3 months ago
- ☆17Jan 7, 2024Updated 2 years ago
- ☆32Jul 10, 2025Updated 8 months ago
- [WSDM'23] GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection☆46Mar 2, 2023Updated 3 years ago
- Awesome Video Anomaly Detection☆112Aug 15, 2025Updated 7 months ago
- This is the code repo for the paper VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models (CVPR 202…☆73Updated this week
- [CIKM'24] Self-Supervision Improves Diffusion Models for Tabular Data Imputation☆17Sep 20, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- [NeurIPS 2025] PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer☆28Oct 2, 2025Updated 5 months ago
- Code for Transformed Distribution Matching (TDM) for Missing Value Imputation, ICML 2023☆14Aug 4, 2023Updated 2 years ago
- Pytorch implementation for NeurIPS-23:"GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels"☆19Mar 21, 2024Updated 2 years ago
- [CSCWD 2025, Best Student Paper] Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning☆29May 24, 2025Updated 10 months ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated 2 years ago
- Official implementation of KDD'23 paper "Deep Weakly-supervised Anomaly Detection"☆21Feb 27, 2026Updated last month
- ☆30Jul 18, 2025Updated 8 months ago
- The code of Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection☆24Nov 23, 2022Updated 3 years ago
- [ACL Findings 2025] A benchmark for anomaly detection using large language models. It supports zero-shot detection, data augmentation, an…☆42Oct 9, 2025Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Dynamic Spectral Graph Anomaly Detection accepted by AAAI2025☆21Apr 12, 2025Updated 11 months ago
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Jan 27, 2024Updated 2 years ago
- ICCV 2025 Code for "Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection"☆12Nov 26, 2025Updated 4 months ago
- [CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD☆265Aug 1, 2025Updated 7 months ago
- Source codes of our paper in TCSVT 2025: PLOVAD: Prompting Vision-Language Models for Open Vocabulary Video Anomaly Detection☆28Feb 15, 2025Updated last year
- [NeurlPS 2023] A Dataset and Benchmark for Pose-agnostic Anomaly Detection.☆102Dec 2, 2024Updated last year
- Official repository of "SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter" @ AAAI 202…☆10Nov 30, 2024Updated last year
- Official implementation of "UniADC: A Unified Framework for Anomaly Detection and Classification"☆28Feb 5, 2026Updated last month
- ☆38Mar 19, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace, IC…☆23Apr 19, 2023Updated 2 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆142Jun 25, 2024Updated last year
- ☆26Sep 6, 2023Updated 2 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Implementation of the CVPR2025 paper LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty.☆19Sep 10, 2025Updated 6 months ago
- [arXiv2025] MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples. Pa…☆24Nov 14, 2025Updated 4 months ago
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆17Nov 6, 2023Updated 2 years ago