benedekrozemberczki / awesome-fraud-detection-papersView external linksLinks
A curated list of data mining papers about fraud detection.
☆1,775Jan 5, 2026Updated last month
Alternatives and similar repositories for awesome-fraud-detection-papers
Users that are interested in awesome-fraud-detection-papers are comparing it to the libraries listed below
Sorting:
- A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources☆1,780Jan 31, 2026Updated 2 weeks ago
- A Deep Graph-based Toolbox for Fraud Detection☆747Apr 20, 2022Updated 3 years ago
- Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters☆303Oct 11, 2022Updated 3 years ago
- Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook☆674Feb 7, 2024Updated 2 years ago
- A curated list of network embedding techniques.☆34Jul 17, 2020Updated 5 years ago
- An Unsupervised Graph-based Toolbox for Fraud Detection☆131Apr 18, 2022Updated 3 years ago
- A collection of research and survey papers of fraud detection mainly in advertising.☆241Aug 4, 2021Updated 4 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,806Mar 18, 2023Updated 2 years ago
- A list of data mining and machine learning papers that I implemented in 2019.☆21Dec 28, 2019Updated 6 years ago
- A curated list of community detection research papers with implementations.☆2,425Dec 20, 2025Updated last month
- A curated list of gradient boosting research papers with implementations.☆1,041Jan 5, 2026Updated last month
- A generator for unit disk graphs conditioned on concave hull cover.☆10Aug 14, 2022Updated 3 years ago
- An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).☆35Sep 19, 2022Updated 3 years ago
- Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .☆11Sep 19, 2022Updated 3 years ago
- An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".☆20Aug 14, 2022Updated 3 years ago
- Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!☆9,172Nov 25, 2025Updated 2 months ago
- A collection of research papers on decision, classification and regression trees with implementations.☆2,460Dec 28, 2025Updated last month
- A Python Library for Graph Outlier Detection (Anomaly Detection)☆1,476Nov 14, 2024Updated last year
- Learning Fraud Detection from research papers and industry applications.☆141Dec 12, 2024Updated last year
- A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).☆74Sep 19, 2022Updated 3 years ago
- ☆31Jun 1, 2022Updated 3 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆69Nov 6, 2022Updated 3 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆84Mar 18, 2023Updated 2 years ago
- A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques☆9,710Jan 5, 2026Updated last month
- A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).☆88Mar 18, 2023Updated 2 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆126Nov 6, 2022Updated 3 years ago
- A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X☆136Apr 20, 2022Updated 3 years ago
- A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)☆26Aug 11, 2022Updated 3 years ago
- A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)☆212Nov 6, 2022Updated 3 years ago
- Credit card fraud detection through logistic regression, k-means, and deep learning.☆269Jan 31, 2018Updated 8 years ago
- A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).☆71Mar 18, 2023Updated 2 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆61Aug 14, 2022Updated 3 years ago
- Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.☆127Nov 6, 2022Updated 3 years ago
- An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and D…☆228Mar 31, 2024Updated last year
- A curated list of Monte Carlo tree search papers with implementations.☆690Jan 13, 2026Updated last month
- A repository of pretty cool datasets that I collected for network science and machine learning research.☆653Dec 20, 2025Updated last month
- A repository for financial fraud detection☆312Jun 5, 2025Updated 8 months ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆167Nov 6, 2022Updated 3 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Nov 6, 2022Updated 3 years ago