Python code for abnormal detection using Support Vector Data Description (SVDD)

MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).

One-class classifiers for anomaly detection (outlier detection)

2D residual U-Net (ResUNet) and a lead combiner (LC) for 12-lead ECG Abnormality Classification

[NpjCM2023 ; Small 2024] Machine Learning Algorithm : outlier identifying, feature selection

A references and discriptions for anomaly, inspection, defect detection datasets.

Automatic SMS Parsing and Transaction Creation for FireFly-III with suite of scripts designed to enhance your experience with FireFly-III

依据用户认证数据构建评估模型，预测当前用户认证行为风险。

依据账户数据识别涉及交易欺诈的风险账户。

This project uses statistical analysis to detect fraudulent credit card transactions by examining patterns and anomalies in a dataset of 10,000 transactions, calculating averages, medians, frequencies, and identifying outliers to distinguish between legitimate and fraudulent activities.

Implement VAE & Context-encoder using PyTorch.

NetSniff-Guard is an advanced network security tool that captures live network packets and detects anomalies using machine learning techniques. It analyzes traffic in real-time based on multiple features including packet size, protocol, timing patterns, and flow behavior. The system provides immediate alerts for suspicious activities.

Code repository for the book 'Machine Learning in Python for Visual and Acoustic Data-based Process Monitoring'

Develop a self-supervised learning algorithm to extract deep features from millions of unlabeled signal data to identify abnormal driving behaviors

PyTorch unofficial implements `PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization` paper.

LG Aimers 5기 해커톤 | 온라인 10위 오프라인 9위🥇 | 이상 탐지 | 머신러닝 | 부스팅 | 앙상블

Script Matlab / Octave Skripsi/Tugas Akhir S1 bagustris

A dataset includes individuals' abnormal behaviors in massive crowds.

2023년 2학기 종합설계프로젝트1 X 우경정보기술 - 이상행동 객체 탐지 시스템

LG Aimers 5th Hackathon Project Deliverables / LG Aimers 5기 과제 수행물