guardd

guardd Machine learning driven behavioral anomaly detection for Linux using eBPF + Isolation Forest Guardd collects low-level system events process execution, network activity, aggregates them into time-windowed feature vectors, and detects anomalous behavior using a machine learning model. Guard...

polymaster

Whale Watcher NOTE: repo is transitioning to a full featured trading bot, openclaw like agent that you talk in your telegram with power yo deploy a team of agents to perform research before making a decision. A Rust CLI tool that monitors large transactions on Polymarket and Kalshi prediction...

SecurityClaw

SecurityClaw — Autonomous SOC Agentic Framework A modular, skill-based autonomous Security Operations Center SOC agent that monitors OpenSearch/Elasticsearch data, builds RAG-based behavioral memory, and validates real-time anomalies using LLMs. Features Skill Modularity — Capabilities as isolate...

batea

Batea A batea is a large shallow pan of wood or iron traditionally used by gold prospectors for washing sand and gravel to recover gold nuggets. Batea is a context-driven network device ranking framework based on the anomaly detection family of machine learning algorithms. The goal of Batea is to...

WhacAMole

WhacAMole WhacAMole is a program that analyzes processes in memory in an integral way, detecting and alerting of anomalies related to malware and presenting and saving in files all the relevant information for verification, correlation or analysis, as well as dumping memory regions, processes and...

logdata-anomaly-miner

logdata-anomaly-miner This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use. Requirements In order to install...

Detection-struts-cve-2017-5638-detector

🚨 Real-Time Anomaly Detection for Apache Struts CVE-2017-5638 Zero-Day Exploit Detection Based on Streaming Analytics & Probabilistic Data Structures 📌 Project Description This project is a real-time anomaly detection system designed to detect RCE Remote Code Execution exploits on Apache Struts...

PortEx

PortEx Welcome to PortEx PortEx is a Java library for static malware analysis of Portable Executable files. Its focus is on PE malformation robustness, and anomaly detection. PortEx is written in Java and Scala, and targeted at Java applications. Features Reading header information from: MSDOS...

Pegasus-Malware-Scan

pegasus-malware-scan Description Pegasus Malware Scan is a comprehensive cybersecurity solution designed for advanced threat detection and malware analysis. Built with Python, this powerful tool employs multi-layered detection techniques to identify and neutralize a wide range of malicious...

SyntheticSun

SyntheticSun SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats. You sleep in fragmented glass With...

In0ri

In0ri is an automated, AI-powered website defacement detection system. Introduction In0ri acts as an intelligent watchdog for your web applications. Instead of relying on traditional source code monitoring, it simulates real-user behavior by periodically taking screenshots of your target websites...

hunting-rules

Suricata Hunting Rules a.k.a. TGI HUNT Suricata rules to assist network anomaly detection. These rules are not performance focused and may perform poorly on high throughput networks. Requires Suricata version 7.0.3 or above. Feedback and suggestions are welcomed here. email blog...

sentrygrid

SentryGrid ML-driven threat detection and continuous monitoring platform built for federal zero-trust architectures. OSCAL-native, FedRAMP Moderate-aligned, hash-chained audit, three-model anomaly ensemble. Quick start root@kitploit: make setup install bun + python deps make dev-up bring up the...

Mr.SIP

SIP Security, Attack and Audit Framework Mr.SIP is...

DBShield

DBShield Protects your data by inspecting incoming queries from your application server and rejecting abnormal ones. How it works? For example, this is how web server normally interacts with database server: By adding DBShield in front of database server we can protect it against abnormal queries...

DeepTraffic

ネットワークトラフィック分類のための深層学習モデル 詳細については、私たちの論文をお読みください。 🎓Wei WangのGoogle Scholarホームページ Wei Wang, Xuewen Zeng, Xiaozhou Ye, Yiqiang Sheng and Ming Zhu,"表現学習のための畳み込みニューラルネットワークを用いたマルウェアトラフィック分類," in 第31回国際情報ネットワーキング会議（ICOIN 2017）, pp. 712-717, 2017. Wei Wang, Jinlin Wang, Xuewen Zeng, Zhongzhen Yang and...

msnm-sensor

Description MSNM-S Multivariate Statistical Network Monitoring-Sensor shows the practical suitability of the approaches found in PCA-MSNM and in Hierarchical PCA-MSNM works. The first one present the MSNM approach and new multivariate statistical methodology for network anomaly detection while th...

msnm-sensor

説明 MSNM-S （Multivariate Statistical Network Monitoring-Sensor）は、PCA-MSNM や Hierarchical PCA-MSNM...

pyod

.. image:: https://raw.githubusercontent.com/yzhao062/pyod/master/brand/pyod-icon.svg :target: https://pyod.dev :alt: PyOD 生态系统 :width: 84px Python 异常检测（PyOD）3 PyOD 3：大规模智能体异常检测 |badgewebsite| |badgepypi| |badgeanaconda| |badgedocs| |badgestars| |badgeforks| |badgedownloads| |badgetesting|...

PortDog

PortDog PortDog 是一个旨在检测端口扫描技术的网络异常检测器。它完全用 Python 编写，界面易于使用。已在 Ubuntu 15 上测试。请注意，由于无法捕获 RAW 数据包，它无法在 Windows 操作系统上运行。我正在努力编写脚本以支持两个平台。将来，我考虑添加防火墙选项来阻止恶意尝试。它使用 Raw 数据包进行分析。因此，请确保您从特权会话运行此脚本。 用法： root@kitploit: sudo python portdog.py -t timeforsniffinminutes 例如，如果要检测 5 分钟，请使用： root@kitploit: sudo...