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https://github.com/0x4D31/awesome-threat-detection

✨ A curated list of awesome threat detection and hunting resources 🕵️‍♂️
https://github.com/0x4D31/awesome-threat-detection

List: awesome-threat-detection

awesome awesome-list detection incident-response security threat-detection threat-hunting

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✨ A curated list of awesome threat detection and hunting resources 🕵️‍♂️

Host: GitHub
URL: https://github.com/0x4D31/awesome-threat-detection
Owner: 0x4D31
Created: 2018-01-13T08:50:29.000Z (almost 7 years ago)
Default Branch: master
Last Pushed: 2024-02-20T09:53:21.000Z (10 months ago)
Last Synced: 2024-05-23T04:13:16.912Z (7 months ago)
Topics: awesome, awesome-list, detection, incident-response, security, threat-detection, threat-hunting
Homepage: https://0x4d31.github.io/awesome-threat-detection/
Size: 47.7 MB
Stars: 3,383
Watchers: 189
Forks: 611
Open Issues: 17
Metadata Files:
- Readme: README.html
- Contributing: CONTRIBUTING.md
- Code of conduct: CODE-OF-CONDUCT.md

Awesome Lists containing this project

awesome-artificial-intelligence-research - Threat Detection and Hunting
awesome-lists - awesome-threat-detection
more-awesome - Threat Detection and Hunting - Threat detection and hunting resources. (Security)
awesome-hacking-lists - 0x4D31/awesome-threat-detection - ✨ A curated list of awesome threat detection and hunting resources 🕵️‍♂️ (Others)

README

Awesome Threat Detection and Hunting

A curated list of awesome threat detection and hunting resources

Threat Detection and Hunting

🔨 Tools

Email Monitoring

🔍 Detection Rules

📑 Dataset

📘 Resources
- Frameworks
- Windows
- MacOS
- Osquery
- DNS
- Fingerprinting
- Data Science
- Research Papers
- Blogs
- Related Awesome Lists

🎙️ Podcasts

🗞️ Newsletters

🎥 Videos

👩‍🎓 Trainings

👩‍💻 Labs

🤖 Twitter

Threat Simulation

🪓 Tools

📕 Resources

Contribute

License

Tools

MITRE ATT&CK Navigator (source code) - The ATT&CK Navigator is designed to provide basic navigation and annotation of ATT&CK matrices, something that people are already doing today in tools like Excel.

HELK - A Hunting ELK (Elasticsearch, Logstash, Kibana) with advanced analytic capabilities.

DetectionLab - Vagrant & Packer scripts to build a lab environment complete with security tooling and logging best practices.

Revoke-Obfuscation - PowerShell Obfuscation Detection Framework.

Invoke-ATTACKAPI - A PowerShell script to interact with the MITRE ATT&CK Framework via its own API.

Unfetter - A reference implementation provides a framework for collecting events (process creation, network connections, Window Event Logs, etc.) from a client machine and performing CAR analytics to detect potential adversary activity.

Flare - An analytical framework for network traffic and behavioral analytics.

RedHunt-OS - A Virtual Machine for Adversary Emulation and Threat Hunting. RedHunt aims to be a one stop shop for all your threat emulation and threat hunting needs by integrating attacker's arsenal as well as defender's toolkit to actively identify the threats in your environment.

Oriana - Lateral movement and threat hunting tool for Windows environments built on Django comes Docker ready.

Bro-Osquery - Bro integration with osquery

Brosquery - A module for osquery to load Bro logs into tables

DeepBlueCLI - A PowerShell Module for Hunt Teaming via Windows Event Logs

Uncoder - An online translator for SIEM saved searches, filters, queries, API requests, correlation and Sigma rules

CimSweep - A suite of CIM/WMI-based tools that enable the ability to perform incident response and hunting operations remotely across all versions of Windows

Dispatch - An open-source crisis management orchestration framework

EQL - Event Query Language

EQLLib - The Event Query Language Analytics Library (eqllib) is a library of event based analytics, written in EQL to detect adversary behaviors identified in MITRE ATT&CK™.

BZAR (Bro/Zeek ATT&CK-based Analytics and Reporting) - A set of Zeek scripts to detect ATT&CK techniques

Security Onion - An open-source Linux distribution for threat hunting, security monitoring, and log management. It includes ELK, Snort, Suricata, Zeek, Wazuh, Sguil, and many other security tools

Varna - A quick & cheap AWS CloudTrail Monitoring with Event Query Language (EQL)

BinaryAlert - Serverless, real-time & retroactive malware detection

hollows_hunter - Scans all running processes, recognizes and dumps a variety of potentially malicious implants (replaced/implanted PEs, shellcodes, hooks, in-memory patches).

ThreatHunting - A Splunk app mapped to MITRE ATT&CK to guide your threat hunts

Sentinel Attack - A repository of Azure Sentinel alerts and hunting queries leveraging sysmon and the MITRE ATT&CK framework

Brim - A desktop application to efficiently search large packet captures and Zeek logs

YARA - The pattern matching swiss knife

Intel Owl - An Open Source Intelligence, or OSINT solution to get threat intelligence data about a specific file, an IP or a domain from a single API at scale.

Capa - An open-source tool to identify capabilities in executable files.

Splunk Security Content Splunk-curated detection content that can easily be used accross many SIEMs (see Uncoder Rule Converter.)

Threat Bus - Threat intelligence dissemination layer to connect security tools through a distributed publish/subscribe message broker.

VAST - A network telemetry engine for data-driven security investigations.

zeek2es - An open source tool to convert Zeek logs to Elastic/OpenSearch. You can also output pure JSON from Zeek's TSV logs!

LogSlash: A standard for reducing log volume without sacrificing analytical capability.

SOC-Multitool: A powerful and user-friendly browser extension that streamlines investigations for security professionals.

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark.

ProcMon for Linux

Synthetic Adversarial Log Objects (SALO) - A framework for the generation of log events without the need for infrastructure or actions to initiate the event that causes a log event.

Detection, Alerting and Automation Platforms

Check out the Detection and Response Pipeline repository for more resources. The repo contains a compilation of suggested tools/services for each component in a detection and response pipeline, along with real-world examples. The purpose is to create a reference hub for designing effective threat detection and response pipelines.

ElastAlert - A framework for alerting on anomalies, spikes, or other patterns of interest from data in Elasticsearch

StreamAlert - A serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define

Matano: An open source security lake platform (SIEM alternative) for threat hunting, detection and response on AWS. Matano lets you write advanced detections as code (using python) to correlate and alert on threats in realtime.

Shuffle: A general purpose security automation platform.

Sublime: An open platform for detection, response, and threat hunting in email environments. Sublime lets you write advanced detections as code to alert and remediate threats like phishing in real-time.

Substation - A cloud native data pipeline and transformation toolkit for security teams.

Endpoint Monitoring

osquery (github) - SQL powered operating system instrumentation, monitoring, and analytics

Kolide Fleet - A flexible control server for osquery fleets

Zeek Agent - An endpoint monitoring agent that provides host activity to Zeek

Velociraptor - Endpoint visibility and collection tool

Sysdig - A tool for deep Linux system visibility, with native support for containers. Think about sysdig as strace + tcpdump + htop + iftop + lsof + …awesome sauce

go-audit - An alternative to the Linux auditd daemon

Sysmon - A Windows system service and device driver that monitors and logs system activity to the Windows event log

Sysmon for Linux

OSSEC - An open-source Host-based Intrusion Detection System (HIDS)

WAZUH - An open-source security platform

Configuration

sysmon-DFIR - Sources, configuration and how to detect evil things utilizing Microsoft Sysmon.

sysmon-config - Sysmon configuration file template with default high-quality event tracing.

sysmon-modular - A repository of sysmon configuration modules. It also includes a mapping of Sysmon configurations to MITRE ATT&CK techniques.

auditd configuration

osquery-configuration - A repository for using osquery for incident detection and response.

Network Monitoring

Zeek (formerly Bro) - A network security monitoring tool

ntopng - A web-based network traffic monitoring tool

Suricata - A network threat detection engine

Snort (github) - A network intrusion detection tool

Joy - A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring

Netcap - A framework for secure and scalable network traffic analysis

Moloch - A large scale and open source full packet capture and search tool

Stenographer - A full-packet-capture tool

Fingerprinting Tools

JA3 - A method for profiling SSL/TLS Clients and Servers

HASSH - Profiling Method for SSH Clients and Servers

RDFP - Zeek Remote desktop fingerprinting script based on FATT (Fingerprint All The Things)

FATT - A pyshark based script for extracting network metadata and fingerprints from pcap files and live network traffic

FingerprinTLS - A TLS fingerprinting method

Mercury - Network fingerprinting and packet metadata capture

GQUIC Protocol Analyzer for Zeek

Recog - A framework for identifying products, services, operating systems, and hardware by matching fingerprints against data returned from various network probes

Hfinger - Fingerprinting HTTP requests

JARM - An active Transport Layer Security (TLS) server fingerprinting tool.

Email Monitoring

Sublime Platform - An email threat detection engine

Detection Rules

Sigma - Generic Signature Format for SIEM Systems

Splunk Detections and Analytic stories

Elastic Detection Rules

MITRE CAR - The Cyber Analytics Repository is a knowledge base of analytics developed by MITRE based on the Adversary Tactics, Techniques, and Common Knowledge (ATT&CK™) adversary model.

Awesome YARA Rules

Chronicle Detection Rules - Collection of YARA-L 2.0 sample rules for the Chronicle Detection API.

GCP Security Analytics - Community Security Analytics provides a set of community-driven audit & threat queries for Google Cloud.

Sublime Detection Rules - Email attack detection, response, and hunting rules.

Dataset

Mordor - Pre-recorded security events generated by simulated adversarial techniques in the form of JavaScript Object Notation (JSON) files. The data is categorized by platforms, adversary groups, tactics and techniques defined by the Mitre ATT&CK Framework.

SecRepo.com(github repo) - Samples of security related data.

Boss of the SOC (BOTS) Dataset Version 1

Boss of the SOC (BOTS) Dataset Version 2

Boss of the SOC (BOTS) Dataset Version 3

EMBER (paper) - The EMBER dataset is a collection of features from PE files that serve as a benchmark dataset for researchers

theZoo - A repository of LIVE malwares

CIC Datasets - Canadian Institute for Cybersecurity datasets

Netresec's PCAP repo list - A list of public packet capture repositories, which are freely available on the Internet.

PCAP-ATTACK - A repo of PCAP samples for different ATT&CK techniques.

EVTX-ATTACK-SAMPLES - A repo of Windows event samples (EVTX) associated with ATT&CK techniques (EVTX-ATT&CK Sheet).

Public Security Log Sharing Site

attack_data - A repository of curated datasets from various attacks.

Resources

Huntpedia - Your Threat Hunting Knowledge Compendium

Hunt Evil - Your Practical Guide to Threat Hunting

The Hunter's Handbook - Endgame's guide to adversary hunting

ThreatHunter-Playbook - A Threat hunter's playbook to aid the development of techniques and hypothesis for hunting campaigns.

The ThreatHunting Project - A great collection of hunts and threat hunting resources.

CyberThreatHunting - A collection of resources for threat hunters.

Hunt-Detect-Prevent - Lists of sources and utilities to hunt, detect and prevent evildoers.

Alerting and Detection Strategy Framework

Generating Hypotheses for Successful Threat Hunting

Expert Investigation Guide - Threat Hunting

Active Directory Threat Hunting

Threat Hunting for Fileless Malware

Windows Commands Abused by Attackers

Deception-as-Detection - Deception based detection techniques mapped to the MITRE’s ATT&CK framework.

On TTPs

Hunting On The Cheap (Slides)

Threat Hunting Techniques - AV, Proxy, DNS and HTTP Logs

Detecting Malware Beacons Using Splunk

Data Science Hunting Funnel

Use Python & Pandas to Create a D3 Force Directed Network Diagram

Syscall Auditing at Scale

Catching attackers with go-audit and a logging pipeline

The Coventry Conundrum of Threat Intelligence

Signal the ATT&CK: Part 1 - Building a real-time threat detection capability with Tanium that focuses on documented adversarial techniques.

SANS Summit Archives (DFIR, Cyber Defense) - Threat hunting, Blue Team and DFIR summit slides

Bro-Osquery - Large-Scale Host and Network Monitoring Using Open-Source Software

Malware Persistence - Collection of various information focused on malware persistence: detection (techniques), response, pitfalls and the log collection (tools).

Threat Hunting with Jupyter Notebooks

How Dropbox Security builds tools for threat detection and incident response

Introducing Event Query Language

The No Hassle Guide to Event Query Language (EQL) for Threat Hunting (PDF)

Introducing the Funnel of Fidelity (PDF)

Detection Spectrum (PDF)

Capability Abstraction (PDF)

Awesome YARA - A curated list of awesome YARA rules, tools, and resources

Defining ATT&CK Data Sources - A two-part blog series that outlines a new methodology to extend ATT&CK’s current data sources.

DETT&CT: MAPPING YOUR BLUE TEAM TO MITRE ATT&CK™ - A blog that describes how to align MITRE ATT&CK-based detection content with data sources.

Detection as Code in Splunk Part 1, Part 2, and Part 3 - A multipart series describing how detection as code can be successfully deployed in a Splunk environment.

Lessons Learned in Detection Engineering - A well experienced detection engineer describes in detail his observations, challenges, and recommendations for building an effective threat detection program.

A Research-Driven process applied to Threat Detection Engineering Inputs.

A video series focused on malware execution and investigations using Elastic Security.

Frameworks

MITRE ATT&CK - A curated knowledge base and model for cyber adversary behavior, reflecting the various phases of an adversary’s lifecycle and the platforms they are known to target.

Alerting and Detection Strategies Framework - A framework for developing alerting and detection strategies.

A Simple Hunting Maturity Model - The Hunting Maturity Model describes five levels of organizational hunting capability, ranging from HMM0 (the least capability) to HMM4 (the most).

The Pyramic of Pain - The relationship between the types of indicators you might use to detect an adversary's activities and how much pain it will cause them when you are able to deny those indicators to them.

A Framework for Cyber Threat Hunting

The PARIS Model - A model for threat hunting.

Cyber Kill Chain - It is part of the Intelligence Driven Defense® model for identification and prevention of cyber intrusions activity. The model identifies what the adversaries must complete in order to achieve their objective.

The DML Model - The Detection Maturity Level (DML) model is a capability maturity model for referencing ones maturity in detecting cyber attacks.

NIST Cybersecurity Framework

OSSEM (Open Source Security Events Metadata) - A community-led project that focuses on the documentation and standardization of security event logs from diverse data sources and operating systems.

Open Cybersecurity Schema Framework (OCSF) - A framework for creating schemas and it also delivers a cybersecurity event schema built with the framework (schema browser).

MITRE Engage - A framework for planning and discussing adversary engagement operations that empowers you to engage your adversaries and achieve your cybersecurity goals.

MaGMa Use Case Defintion Model - A business-centric approach for planning and defining threat detection use cases.

Data Science

data_hacking - Examples of using IPython, Pandas, and Scikit Learn to get the most out of your security data.

Reverse engineering the analyst: building machine learning models for the SOC

msticpy - A library for InfoSec investigation and hunting in Jupyter Notebooks.

Research Papers

Intelligence-Driven Computer Network Defense Informed by Analysis of Adversary Campaigns and Intrusion Kill Chains

The Diamond Model of Intrusion Analysis

EXPOSURE: Finding Malicious Domains Using Passive DNS Analysis

A Comprehensive Approach to Intrusion Detection Alert Correlation (Paper, Dissertation)

On Botnets that use DNS for Command and Control

Intelligent, Automated Red Team Emulation

Machine Learning for Encrypted Malware Traffic Classification

Blogs

David Bianco's Blog

DFIR and Threat Hunting Blog

CyberWardog's Blog (old)

Chris Sanders' Blog

Kolide Blog

Anton Chuvakin

Alexandre Teixeira

Related Awesome Lists

Awesome Kubernetes Threat Detection

Awesome Incident Response

Awesome Forensics

Awesome Honeypots

Awesome Malware Analysis

Awesome YARA

Awesome Security

Awesome Cloud Security

Podcasts

Google Cloud Security Podcast by Anton Chuvakin and Timothy Peacock.

Detection: Challenging Paradigms by SpecterOps

Darknet Diaries by Andy Greenberg - True stories from the dark side of the Internet.

Risky Business by Patrick Gray

Newsletters

Detection Engineering Weekly by Zack 'techy' Allen

This Week in 4n6 - A weekly roundup of digital forensics and incident response news.

Videos

SANS Threat Hunting and IR Summit 2017

SANS Threat Hunting and IR Summit 2016

BotConf 2016 - Advanced Incident Detection and Threat Hunting using Sysmon and Splunk

BSidesCharm 2017 - Detecting the Elusive: Active Directory Threat Hunting

BSidesAugusta 2017 - Machine Learning Fueled Cyber Threat Hunting

Toppling the Stack: Outlier Detection for Threat Hunters

BSidesPhilly 2017 - Threat Hunting: Defining the Process While Circumventing Corporate Obstacles

Black Hat 2017 - Revoke-Obfuscation: PowerShell Obfuscation Detection (And Evasion) Using Science

DefCon 25 - MS Just Gave the Blue Team Tactical Nukes

BSides London 2017 - Hunt or be Hunted

SecurityOnion 2017 - Pivoting Effectively to Catch More Bad Guys

SkyDogCon 2016 - Hunting: Defense Against The Dark Arts

BSidesAugusta 2017 - Don't Google 'PowerShell Hunting'

BSidesAugusta 2017 - Hunting Adversaries w Investigation Playbooks & OpenCNA

Visual Hunting with Linked Data

RVAs3c - Pyramid of Pain: Intel-Driven Detection/Response to Increase Adversary's Cost

BSidesLV 2016 - Hunting on the Endpoint w/ Powershell

Derbycon 2015 - Intrusion Hunting for the Masses A Practical Guide

BSides DC 2016 - Practical Cyborgism: Getting Start with Machine Learning for Incident Detection

SANS Webcast 2018 - What Event Logs? Part 1: Attacker Tricks to Remove Event Logs

Profiling And Detecting All Things SSL With JA3

ACoD 2019 - HASSH SSH Client/Server Profiling

QueryCon 2018 - An annual conference for the osquery open-source community (querycon.io)

Visual Hunting with Linked Data Graphs

SecurityOnion Con 2018 - Introduction to Data Analysis

Insider Threats Detection at Airbus – AI up Against Data Leakage and Industrial Espionage

Cyber Security Investigations with Jupyter Notebooks

Trainings

Applied Network Defense courses by Chris Sanders

Investigation theory, Practical threat hunting, Detection engineering with Sigma, etc.

Security Blue Team (BTL1 and BTL2 certificates)

LetsDefend - Hands-On SOC Analyst Training

TryHackMe - Hands-on cyber security training through real-world scenarios.

13Cubed, Investigating Windows Endpoints by Richard Davis

HackTheBox - While not directly related to threat detection, the website features training modules on general security and offensive topics that can be beneficial for junior SOC analysts.

Labs

DetectionLab - Vagrant & Packer scripts to build a lab environment complete with security tooling and logging best practices.

Splunk Boss of the SOC - Hands-on workshops and challenges to practice threat hunting using the BOTS and other datasets.

HELK - A Hunting ELK (Elasticsearch, Logstash, Kibana) with advanced analytic capabilities.

BlueTeam Lab - A detection lab created with Terraform and Ansible in Azure.

attack_range - A tool that allows you to create vulnerable instrumented local or cloud environments to simulate attacks against and collect the data into Splunk.

Twitter

"Awesome Detection" Twitter List - Twitter accounts that tweet about threat detection, hunting and DFIR.

Threat Simulation Tools

MITRE CALDERA - An automated adversary emulation system that performs post-compromise adversarial behavior within Windows Enterprise networks.

APTSimulator - A Windows Batch script that uses a set of tools and output files to make a system look as if it was compromised.

Atomic Red Team - Small and highly portable detection tests mapped to the Mitre ATT&CK Framework.

Network Flight Simulator - flightsim is a lightweight utility used to generate malicious network traffic and help security teams to evaluate security controls and network visibility.

Metta - A security preparedness tool to do adversarial simulation.

Red Team Automation (RTA) - RTA provides a framework of scripts designed to allow blue teams to test their detection capabilities against malicious tradecraft, modeled after MITRE ATT&CK.

SharpShooter - Payload Generation Framework.

CACTUSTORCH - Payload Generation for Adversary Simulations.

DumpsterFire - A modular, menu-driven, cross-platform tool for building repeatable, time-delayed, distributed security events.

Empire(website) - A PowerShell and Python post-exploitation agent.

PowerSploit - A PowerShell Post-Exploitation Framework.

RedHunt-OS - A Virtual Machine for Adversary Emulation and Threat Hunting. RedHunt aims to be a one stop shop for all your threat emulation and threat hunting needs by integrating attacker's arsenal as well as defender's toolkit to actively identify the threats in your environment.

Infection Monkey - An open source Breach and Attack Simulation (BAS) tool that assesses the resiliency of private and public cloud environments to post-breach attacks and lateral movement.

Splunk Attack Range - A tool that allows you to create vulnerable instrumented local or cloud environments to simulate attacks against and collect the data into Splunk.

Threat Simulation Resources

MITRE's Adversary Emulation Plans

Awesome Red Teaming - A list of awesome red teaming resources

Red-Team Infrastructure Wiki - Wiki to collect Red Team infrastructure hardening resources.

Payload Generation using SharpShooter

SpecterOps Blog
- Threat Hunting

Advanced Threat Tactics - A free course on red team operations and adversary simulations.

Signal the ATT&CK: Part 1 - Modelling APT32 in CALDERA

Red Teaming/Adversary Simulation Toolkit - A collection of open source and commercial tools that aid in red team operations.

C2 Matrix (Google Sheets)

adversaryemulationlibrary - An open library of adversary emulation plans designed to empower organizations to test their defenses based on real-world TTPs.

Contribute

Contributions welcome! Read the contribution guidelines first.

License

To the extent possible under law, Adel "0x4D31" Karimi has waived all copyright and

related or neighboring rights to this work.

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Ecosyste.ms: Awesome

https://github.com/0x4D31/awesome-threat-detection

Awesome Lists containing this project

README

Awesome Threat Detection and Hunting

Contents

Tools

Detection, Alerting and Automation Platforms

Endpoint Monitoring

Configuration

Network Monitoring

Fingerprinting Tools

Email Monitoring

Detection Rules

Dataset

Resources

Frameworks

Windows

Sysmon

PowerShell

MacOS

Osquery

DNS

Fingerprinting

Data Science

Research Papers

Blogs

Related Awesome Lists

Podcasts

Newsletters

Videos

Trainings

Labs

Twitter

Threat Simulation Tools

Threat Simulation Resources

Contribute

License