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malware_detection/malware_detection_data

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+# Awesome Malware Analysis [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
+
+A curated list of awesome malware analysis tools and resources. Inspired by
+[awesome-python](https://github.com/vinta/awesome-python) and
+[awesome-php](https://github.com/ziadoz/awesome-php).
+
+[![Drop ICE](drop.png)](https://twitter.com/githubbers/status/1182017616740663296)
+
+- [Malware Collection](#malware-collection)
+    - [Anonymizers](#anonymizers)
+    - [Honeypots](#honeypots)
+    - [Malware Corpora](#malware-corpora)
+- [Open Source Threat Intelligence](#open-source-threat-intelligence)
+    - [Tools](#tools)
+    - [Other Resources](#other-resources)
+- [Detection and Classification](#detection-and-classification)
+- [Online Scanners and Sandboxes](#online-scanners-and-sandboxes)
+- [Domain Analysis](#domain-analysis)
+- [Browser Malware](#browser-malware)
+- [Documents and Shellcode](#documents-and-shellcode)
+- [File Carving](#file-carving)
+- [Deobfuscation](#deobfuscation)
+- [Debugging and Reverse Engineering](#debugging-and-reverse-engineering)
+- [Network](#network)
+- [Memory Forensics](#memory-forensics)
+- [Windows Artifacts](#windows-artifacts)
+- [Storage and Workflow](#storage-and-workflow)
+- [Miscellaneous](#miscellaneous)
+- [Resources](#resources)
+    - [Books](#books)
+    - [Other](#other)
+- [Related Awesome Lists](#related-awesome-lists)
+- [Contributing](#contributing)
+- [Thanks](#thanks)
+
+View Chinese translation: [恶意软件分析大合集.md](恶意软件分析大合集.md).
+
+---
+
+## Malware Collection
+
+### Anonymizers
+
+*Web traffic anonymizers for analysts.*
+
+* [Anonymouse.org](http://anonymouse.org/) - A free, web based anonymizer.
+* [OpenVPN](https://openvpn.net/) - VPN software and hosting solutions.
+* [Privoxy](http://www.privoxy.org/) - An open source proxy server with some
+  privacy features.
+* [Tor](https://www.torproject.org/) - The Onion Router, for browsing the web
+  without leaving traces of the client IP.
+
+### Honeypots
+
+*Trap and collect your own samples.*
+
+* [Conpot](https://github.com/mushorg/conpot) - ICS/SCADA honeypot.
+* [Cowrie](https://github.com/micheloosterhof/cowrie) - SSH honeypot, based
+  on Kippo.
+* [DemoHunter](https://github.com/RevengeComing/DemonHunter) - Low interaction Distributed Honeypots.
+* [Dionaea](https://github.com/DinoTools/dionaea) - Honeypot designed to trap malware.
+* [Glastopf](https://github.com/mushorg/glastopf) - Web application honeypot.
+* [Honeyd](http://www.honeyd.org/) - Create a virtual honeynet.
+* [HoneyDrive](https://bruteforce.gr/honeydrive/) - Honeypot bundle Linux distro.
+* [Honeytrap](https://github.com/honeytrap/honeytrap) - Opensource system for running, monitoring and managing honeypots.
+* [MHN](https://github.com/pwnlandia/mhn) - MHN is a centralized server for management and data collection of honeypots. MHN allows you to deploy sensors quickly and to collect data immediately, viewable from a neat web interface.
+* [Mnemosyne](https://github.com/johnnykv/mnemosyne) - A normalizer for
+  honeypot data; supports Dionaea.
+* [Thug](https://github.com/buffer/thug) - Low interaction honeyclient, for
+  investigating malicious websites.
+
+
+### Malware Corpora
+
+*Malware samples collected for analysis.*
+
+* [Clean MX](http://support.clean-mx.com/clean-mx/viruses.php) - Realtime
+  database of malware and malicious domains.
+* [Contagio](http://contagiodump.blogspot.com/) - A collection of recent
+  malware samples and analyses.
+* [Exploit Database](https://www.exploit-db.com/) - Exploit and shellcode
+  samples.
+* [Infosec - CERT-PA](https://infosec.cert-pa.it/analyze/submission.html) - Malware samples collection and analysis.
+* [InQuest Labs](https://labs.inquest.net) - Evergrowing searchable corpus of malicious Microsoft documents.
+* [Javascript Mallware Collection](https://github.com/HynekPetrak/javascript-malware-collection) - Collection of almost 40.000 javascript malware samples
+* [Malpedia](https://malpedia.caad.fkie.fraunhofer.de/) - A resource providing
+  rapid identification and actionable context for malware investigations.
+* [Malshare](https://malshare.com) - Large repository of malware actively
+  scrapped from malicious sites.
+* [Ragpicker](https://github.com/robbyFux/Ragpicker) - Plugin based malware
+  crawler with pre-analysis and reporting functionalities
+* [theZoo](https://github.com/ytisf/theZoo) - Live malware samples for
+  analysts.
+* [Tracker h3x](http://tracker.h3x.eu/) - Agregator for malware corpus tracker
+  and malicious download sites.
+* [vduddu malware repo](https://github.com/vduddu/Malware) - Collection of
+  various malware files and source code.
+* [VirusBay](https://beta.virusbay.io/) - Community-Based malware repository and social network.
+* [ViruSign](http://www.virussign.com/) - Malware database that detected by
+  many anti malware programs except ClamAV.
+* [VirusShare](https://virusshare.com/) - Malware repository, registration
+  required.
+* [VX Vault](http://vxvault.net) - Active collection of malware samples.
+* [Zeltser's Sources](https://zeltser.com/malware-sample-sources/) - A list
+  of malware sample sources put together by Lenny Zeltser.
+* [Zeus Source Code](https://github.com/Visgean/Zeus) - Source for the Zeus
+  trojan leaked in 2011.
+* [VX Underground](http://vx-underground.org/) - Massive and growing collection of free malware samples.
+
+## Open Source Threat Intelligence
+
+### Tools
+
+*Harvest and analyze IOCs.*
+
+* [AbuseHelper](https://github.com/abusesa/abusehelper) - An open-source
+  framework for receiving and redistributing abuse feeds and threat intel.
+* [AlienVault Open Threat Exchange](https://otx.alienvault.com/) - Share and
+  collaborate in developing Threat Intelligence.
+* [Combine](https://github.com/mlsecproject/combine) - Tool to gather Threat
+  Intelligence indicators from publicly available sources.
+* [Fileintel](https://github.com/keithjjones/fileintel) - Pull intelligence per file hash.
+* [Hostintel](https://github.com/keithjjones/hostintel) - Pull intelligence per host.
+* [IntelMQ](https://www.enisa.europa.eu/topics/csirt-cert-services/community-projects/incident-handling-automation) -
+  A tool for CERTs for processing incident data using a message queue.
+* [IOC Editor](https://www.fireeye.com/services/freeware/ioc-editor.html) -
+  A free editor for XML IOC files.
+* [iocextract](https://github.com/InQuest/python-iocextract) - Advanced Indicator
+  of Compromise (IOC) extractor, Python library and command-line tool.
+* [ioc_writer](https://github.com/mandiant/ioc_writer) - Python library for
+  working with OpenIOC objects, from Mandiant.
+* [MalPipe](https://github.com/silascutler/MalPipe) - Malware/IOC ingestion and
+  processing engine, that enriches collected data.
+* [Massive Octo Spice](https://github.com/csirtgadgets/massive-octo-spice) -
+  Previously known as CIF (Collective Intelligence Framework). Aggregates IOCs
+  from various lists. Curated by the
+  [CSIRT Gadgets Foundation](http://csirtgadgets.org/collective-intelligence-framework).
+* [MISP](https://github.com/MISP/MISP) - Malware Information Sharing
+  Platform curated by [The MISP Project](http://www.misp-project.org/).
+* [Pulsedive](https://pulsedive.com) - Free, community-driven threat intelligence platform collecting IOCs from open-source feeds.
+* [PyIOCe](https://github.com/pidydx/PyIOCe) - A Python OpenIOC editor.
+* [RiskIQ](https://community.riskiq.com/) - Research, connect, tag and
+  share IPs and domains. (Was PassiveTotal.)
+* [threataggregator](https://github.com/jpsenior/threataggregator) -
+  Aggregates security threats from a number of sources, including some of
+  those listed below in [other resources](#other-resources).
+* [ThreatConnect](https://threatconnect.com/free/) - TC Open allows you to see and
+  share open source threat data, with support and validation from our free community.
+* [ThreatCrowd](https://www.threatcrowd.org/) - A search engine for threats,
+  with graphical visualization.
+* [ThreatIngestor](https://github.com/InQuest/ThreatIngestor/) - Build
+  automated threat intel pipelines sourcing from Twitter, RSS, GitHub, and
+  more.
+* [ThreatTracker](https://github.com/michael-yip/ThreatTracker) - A Python
+  script to monitor and generate alerts based on IOCs indexed by a set of
+  Google Custom Search Engines.
+* [TIQ-test](https://github.com/mlsecproject/tiq-test) - Data visualization
+  and statistical analysis of Threat Intelligence feeds.
+
+### Other Resources
+
+*Threat intelligence and IOC resources.*
+
+* [Autoshun](https://www.autoshun.org/) ([list](https://www.autoshun.org/files/shunlist.csv)) -
+  Snort plugin and blocklist.
+* [Bambenek Consulting Feeds](http://osint.bambenekconsulting.com/feeds/) -
+  OSINT feeds based on malicious DGA algorithms.
+* [Fidelis Barncat](https://www.fidelissecurity.com/resources/fidelis-barncat) -
+  Extensive malware config database (must request access).
+* [CI Army](http://cinsscore.com/) ([list](http://cinsscore.com/list/ci-badguys.txt)) -
+  Network security blocklists.
+* [Critical Stack- Free Intel Market](https://intel.criticalstack.com) - Free
+  intel aggregator with deduplication featuring 90+ feeds and over 1.2M indicators.
+* [Cybercrime tracker](http://cybercrime-tracker.net/) - Multiple botnet active tracker.
+* [FireEye IOCs](https://github.com/fireeye/iocs) - Indicators of Compromise
+  shared publicly by FireEye.
+* [FireHOL IP Lists](https://iplists.firehol.org/) - Analytics for 350+ IP lists
+  with a focus on attacks, malware and abuse. Evolution, Changes History,
+  Country Maps, Age of IPs listed, Retention Policy, Overlaps.
+* [HoneyDB](https://riskdiscovery.com/honeydb) - Community driven honeypot sensor data collection and aggregation.
+* [hpfeeds](https://github.com/rep/hpfeeds) - Honeypot feed protocol.
+* [Infosec - CERT-PA lists](https://infosec.cert-pa.it/analyze/statistics.html) ([IPs](https://infosec.cert-pa.it/analyze/listip.txt) - [Domains](https://infosec.cert-pa.it/analyze/listdomains.txt) - [URLs](https://infosec.cert-pa.it/analyze/listurls.txt)) - Blocklist service.
+* [InQuest REPdb](https://labs.inquest.net/repdb) - Continuous aggregation of IOCs from a variety of open reputation sources.
+* [InQuest IOCdb](https://labs.inquest.net/iocdb) - Continuous aggregation of IOCs from a variety of blogs, Github repos, and Twitter.
+* [Internet Storm Center (DShield)](https://isc.sans.edu/) - Diary and
+  searchable incident database, with a web [API](https://dshield.org/api/).
+  ([unofficial Python library](https://github.com/rshipp/python-dshield)).
+* [malc0de](http://malc0de.com/database/) - Searchable incident database.
+* [Malware Domain List](http://www.malwaredomainlist.com/) - Search and share
+  malicious URLs.
+* [MetaDefender Threat Intelligence Feed](https://www.opswat.com/developers/threat-intelligence-feed) -
+  List of the most looked up file hashes from MetaDefender Cloud.
+* [OpenIOC](https://www.fireeye.com/services/freeware.html) - Framework for sharing threat intelligence.
+* [Proofpoint Threat Intelligence](https://www.proofpoint.com/us/products/et-intelligence) -
+  Rulesets and more. (Formerly Emerging Threats.)
+* [Ransomware overview](https://docs.google.com/spreadsheets/d/1TWS238xacAto-fLKh1n5uTsdijWdCEsGIM0Y0Hvmc5g/pubhtml) -
+  A list of ransomware overview with details, detection and prevention.
+* [STIX - Structured Threat Information eXpression](http://stixproject.github.io) -
+  Standardized language to represent and share cyber threat information.
+  Related efforts from [MITRE](https://www.mitre.org/):
+  - [CAPEC - Common Attack Pattern Enumeration and Classification](http://capec.mitre.org/)
+  - [CybOX - Cyber Observables eXpression](http://cyboxproject.github.io)
+  - [MAEC - Malware Attribute Enumeration and Characterization](http://maec.mitre.org/)
+  - [TAXII - Trusted Automated eXchange of Indicator Information](http://taxiiproject.github.io)
+* [SystemLookup](https://www.systemlookup.com/) - SystemLookup hosts a collection of lists that provide information on
+  the components of legitimate and potentially unwanted programs.
+* [ThreatMiner](https://www.threatminer.org/) - Data mining portal for threat
+  intelligence, with search.
+* [threatRECON](https://threatrecon.co/) - Search for indicators, up to 1000
+  free per month.
+* [ThreatShare](https://threatshare.io/) - C2 panel tracker
+* [Yara rules](https://github.com/Yara-Rules/rules) - Yara rules repository.
+* [YETI](https://github.com/yeti-platform/yeti) - Yeti is a platform meant to organize observables, indicators of compromise, TTPs, and knowledge on threats in a single, unified repository.
+* [ZeuS Tracker](https://zeustracker.abuse.ch/blocklist.php) - ZeuS
+  blocklists.
+
+## Detection and Classification
+
+*Antivirus and other malware identification tools*
+
+* [AnalyzePE](https://github.com/hiddenillusion/AnalyzePE) - Wrapper for a
+  variety of tools for reporting on Windows PE files.
+* [Assemblyline](https://cybercentrecanada.github.io/assemblyline4_docs/) - A scalable file triage and malware analysis system integrating the cyber security community's best tools..
+* [BinaryAlert](https://github.com/airbnb/binaryalert) - An open source, serverless
+  AWS pipeline that scans and alerts on uploaded files based on a set of
+  YARA rules.
+* [capa](https://github.com/fireeye/capa) - Detects capabilities in executable files.
+* [chkrootkit](http://www.chkrootkit.org/) - Local Linux rootkit detection.
+* [ClamAV](http://www.clamav.net/) - Open source antivirus engine.
+* [Detect It Easy(DiE)](https://github.com/horsicq/Detect-It-Easy) - A program for
+  determining types of files.
+* [Exeinfo PE](http://exeinfo.pe.hu/) - Packer, compressor detector, unpack
+  info, internal exe tools.
+* [ExifTool](https://sno.phy.queensu.ca/~phil/exiftool/) - Read, write and
+  edit file metadata.
+* [File Scanning Framework](https://github.com/EmersonElectricCo/fsf) -
+  Modular, recursive file scanning solution.
+* [fn2yara](https://github.com/cmu-sei/pharos) - FN2Yara is a tool to generate
+  Yara signatures for matching functions (code) in an executable program.
+* [Generic File Parser](https://github.com/uppusaikiran/generic-parser) - A Single Library Parser to extract meta information,static analysis and detect macros within the files.
+* [hashdeep](https://github.com/jessek/hashdeep) - Compute digest hashes with
+  a variety of algorithms.
+* [HashCheck](https://github.com/gurnec/HashCheck) - Windows shell extension
+  to compute hashes with a variety of algorithms.
+* [Loki](https://github.com/Neo23x0/Loki) - Host based scanner for IOCs.
+* [Malfunction](https://github.com/Dynetics/Malfunction) - Catalog and
+  compare malware at a function level.
+* [Manalyze](https://github.com/JusticeRage/Manalyze) - Static analyzer for PE
+executables.
+* [MASTIFF](https://github.com/KoreLogicSecurity/mastiff) - Static analysis
+  framework.
+* [MultiScanner](https://github.com/mitre/multiscanner) - Modular file
+  scanning/analysis framework
+* [Nauz File Detector(NFD)](https://github.com/horsicq/Nauz-File-Detector) - Linker/Compiler/Tool detector  for Windows, Linux and MacOS.
+* [nsrllookup](https://github.com/rjhansen/nsrllookup) - A tool for looking
+  up hashes in NIST's National Software Reference Library database.
+* [packerid](https://github.com/sooshie/packerid) - A cross-platform
+  Python alternative to PEiD.
+* [PE-bear](https://hshrzd.wordpress.com/pe-bear/) - Reversing tool for PE
+  files.
+* [PEframe](https://github.com/guelfoweb/peframe) - PEframe is an open source tool to perform static analysis on Portable Executable malware and malicious MS Office documents.
+* [PEV](http://pev.sourceforge.net/) - A multiplatform toolkit to work with PE
+  files, providing feature-rich tools for proper analysis of suspicious binaries.
+* [PortEx](https://github.com/katjahahn/PortEx) - Java library to analyse PE files with a special focus on malware analysis and PE malformation robustness.
+* [Quark-Engine](https://github.com/quark-engine/quark-engine) - An Obfuscation-Neglect Android Malware Scoring System
+* [Rootkit Hunter](http://rkhunter.sourceforge.net/) - Detect Linux rootkits.
+* [ssdeep](https://ssdeep-project.github.io/ssdeep/) - Compute fuzzy hashes.
+* [totalhash.py](https://gist.github.com/gleblanc1783/3c8e6b379fa9d646d401b96ab5c7877f) -
+  Python script for easy searching of the [TotalHash.cymru.com](https://totalhash.cymru.com/)
+  database.
+* [TrID](http://mark0.net/soft-trid-e.html) - File identifier.
+* [YARA](https://plusvic.github.io/yara/) - Pattern matching tool for
+  analysts.
+* [Yara rules generator](https://github.com/Neo23x0/yarGen) - Generate
+  yara rules based on a set of malware samples. Also contains a good
+  strings DB to avoid false positives.
+* [Yara Finder](https://github.com/uppusaikiran/yara-finder) - A simple tool to yara match the file against various yara rules to find the indicators of suspicion.
+
+
+## Online Scanners and Sandboxes
+
+*Web-based multi-AV scanners, and malware sandboxes for automated analysis.*
+
+* [anlyz.io](https://sandbox.anlyz.io/) - Online sandbox.
+* [any.run](https://app.any.run/) - Online interactive sandbox.
+* [AndroTotal](https://andrototal.org/) - Free online analysis of APKs
+  against multiple mobile antivirus apps.
+* [BoomBox](https://github.com/nbeede/BoomBox) - Automatic deployment of Cuckoo
+  Sandbox malware lab using Packer and Vagrant.
+* [Cryptam](http://www.cryptam.com/) - Analyze suspicious office documents.
+* [Cuckoo Sandbox](https://cuckoosandbox.org/) - Open source, self hosted
+  sandbox and automated analysis system.
+* [cuckoo-modified](https://github.com/brad-accuvant/cuckoo-modified) - Modified
+  version of Cuckoo Sandbox released under the GPL. Not merged upstream due to
+  legal concerns by the author.
+* [cuckoo-modified-api](https://github.com/keithjjones/cuckoo-modified-api) - A
+  Python API used to control a cuckoo-modified sandbox.
+* [DeepViz](https://www.deepviz.com/) - Multi-format file analyzer with
+  machine-learning classification.
+* [detux](https://github.com/detuxsandbox/detux/) - A sandbox developed to do
+  traffic analysis of Linux malwares and capturing IOCs.
+* [DRAKVUF](https://github.com/tklengyel/drakvuf) - Dynamic malware analysis
+  system.
+* [filescan.io](https://www.filescan.io/) - Static malware analysis, VBA/Powershell/VBS/JS Emulation  
+* [firmware.re](http://firmware.re/) - Unpacks, scans and analyzes almost any
+  firmware package.
+* [HaboMalHunter](https://github.com/Tencent/HaboMalHunter) - An Automated Malware
+  Analysis Tool for Linux ELF Files.
+* [Hybrid Analysis](https://www.hybrid-analysis.com/) - Online malware
+  analysis tool, powered by VxSandbox.
+* [Intezer](https://analyze.intezer.com) - Detect, analyze, and categorize malware by
+  identifying code reuse and code similarities.
+* [IRMA](http://irma.quarkslab.com/) - An asynchronous and customizable
+  analysis platform for suspicious files.
+* [Joe Sandbox](https://www.joesecurity.org) - Deep malware analysis with Joe Sandbox.
+* [Jotti](https://virusscan.jotti.org/en) - Free online multi-AV scanner.
+* [Limon](https://github.com/monnappa22/Limon) - Sandbox for Analyzing Linux Malware.
+* [Malheur](https://github.com/rieck/malheur) - Automatic sandboxed analysis
+  of malware behavior.
+* [malice.io](https://github.com/maliceio/malice) - Massively scalable malware analysis framework.
+* [malsub](https://github.com/diogo-fernan/malsub) - A Python RESTful API framework for
+  online malware and URL analysis services.
+* [Malware config](https://malwareconfig.com/) - Extract, decode and display online
+  the configuration settings from common malwares.
+* [MalwareAnalyser.io](https://malwareanalyser.io/) - Online malware anomaly-based static analyser with heuristic detection engine powered by data mining and machine learning.
+* [Malwr](https://malwr.com/) - Free analysis with an online Cuckoo Sandbox
+  instance.
+* [MetaDefender Cloud](https://metadefender.opswat.com/ ) - Scan a file, hash, IP, URL or
+  domain address for malware for free.
+* [NetworkTotal](https://www.networktotal.com/index.html) - A service that analyzes
+  pcap files and facilitates the quick detection of viruses, worms, trojans, and all
+  kinds of malware using Suricata configured with EmergingThreats Pro.
+* [Noriben](https://github.com/Rurik/Noriben) - Uses Sysinternals Procmon to
+  collect information about malware in a sandboxed environment.
+* [PacketTotal](https://packettotal.com/) - PacketTotal is an online engine for analyzing .pcap files, and visualizing the network traffic within.
+* [PDF Examiner](http://www.pdfexaminer.com/) - Analyse suspicious PDF files.
+* [ProcDot](http://www.procdot.com) - A graphical malware analysis tool kit.
+* [Recomposer](https://github.com/secretsquirrel/recomposer) - A helper
+  script for safely uploading binaries to sandbox sites.
+* [sandboxapi](https://github.com/InQuest/python-sandboxapi) - Python library for
+  building integrations with several open source and commercial malware sandboxes.
+* [SEE](https://github.com/F-Secure/see) - Sandboxed Execution Environment (SEE)
+  is a framework for building test automation in secured Environments.
+* [SEKOIA Dropper Analysis](https://malware.sekoia.fr/) - Online dropper analysis (Js, VBScript, Microsoft Office, PDF).
+* [VirusTotal](https://www.virustotal.com/) - Free online analysis of malware
+  samples and URLs
+* [Visualize_Logs](https://github.com/keithjjones/visualize_logs) - Open source
+  visualization library and command line tools for logs.  (Cuckoo, Procmon, more
+  to come...)
+* [Zeltser's List](https://zeltser.com/automated-malware-analysis/) - Free
+  automated sandboxes and services, compiled by Lenny Zeltser.
+
+## Domain Analysis
+
+*Inspect domains and IP addresses.*
+
+* [AbuseIPDB](https://www.abuseipdb.com/) - AbuseIPDB is a project dedicated
+  to helping combat the spread of hackers, spammers, and abusive activity on the internet.
+* [badips.com](https://www.badips.com/) - Community based IP blacklist service.
+* [boomerang](https://github.com/EmersonElectricCo/boomerang) - A tool designed
+  for consistent and safe capture of off network web resources.
+* [Cymon](https://cymon.io/) - Threat intelligence tracker, with IP/domain/hash
+  search.
+* [Desenmascara.me](http://desenmascara.me) - One click tool to retrieve as
+  much metadata as possible for a website and to assess its good standing.
+* [Dig](https://networking.ringofsaturn.com/) - Free online dig and other
+  network tools.
+* [dnstwist](https://github.com/elceef/dnstwist) - Domain name permutation
+  engine for detecting typo squatting, phishing and corporate espionage.
+* [IPinfo](https://github.com/hiddenillusion/IPinfo) - Gather information
+  about an IP or domain by searching online resources.
+* [Machinae](https://github.com/hurricanelabs/machinae) - OSINT tool for
+  gathering information about URLs, IPs, or hashes. Similar to Automator.
+* [mailchecker](https://github.com/FGRibreau/mailchecker) - Cross-language
+  temporary email detection library.
+* [MaltegoVT](https://github.com/michael-yip/MaltegoVT) - Maltego transform
+  for the VirusTotal API. Allows domain/IP research, and searching for file
+  hashes and scan reports.
+* [Multi rbl](http://multirbl.valli.org/) - Multiple DNS blacklist and forward
+  confirmed reverse DNS lookup over more than 300 RBLs.
+* [NormShield Services](https://services.normshield.com/) - Free API Services
+  for detecting possible phishing domains, blacklisted ip addresses and breached
+  accounts.
+* [PhishStats](https://phishstats.info/) - Phishing Statistics with search for
+  IP, domain and website title
+* [Spyse](https://spyse.com/) - subdomains, whois, realted domains, DNS, hosts AS, SSL/TLS info,
+* [SecurityTrails](https://securitytrails.com/) - Historical and current WHOIS,
+  historical and current DNS records, similar domains, certificate information
+  and other domain and IP related API and tools.
+* [SpamCop](https://www.spamcop.net/bl.shtml) - IP based spam block list.
+* [SpamHaus](https://www.spamhaus.org/lookup/) - Block list based on
+  domains and IPs.
+* [Sucuri SiteCheck](https://sitecheck.sucuri.net/) - Free Website Malware
+  and Security Scanner.
+* [Talos Intelligence](https://talosintelligence.com/) - Search for IP, domain
+  or network owner. (Previously SenderBase.)
+* [TekDefense Automater](http://www.tekdefense.com/automater/) - OSINT tool
+  for gathering information about URLs, IPs, or hashes.
+* [URLhaus](https://urlhaus.abuse.ch/) - A project from abuse.ch with the goal
+  of sharing malicious URLs that are being used for malware distribution.
+* [URLQuery](http://urlquery.net/) - Free URL Scanner.
+* [urlscan.io](https://urlscan.io/) - Free URL Scanner & domain information.
+* [Whois](https://whois.domaintools.com/) - DomainTools free online whois
+  search.
+* [Zeltser's List](https://zeltser.com/lookup-malicious-websites/) - Free
+  online tools for researching malicious websites, compiled by Lenny Zeltser.
+* [ZScalar Zulu](https://zulu.zscaler.com/#) - Zulu URL Risk Analyzer.
+
+## Browser Malware
+
+*Analyze malicious URLs. See also the [domain analysis](#domain-analysis) and
+[documents and shellcode](#documents-and-shellcode) sections.*
+
+* [Bytecode Viewer](https://github.com/Konloch/bytecode-viewer) - Combines
+  multiple Java bytecode viewers and decompilers into one tool, including
+  APK/DEX support.
+* [Firebug](https://getfirebug.com/) - Firefox extension for web development.
+* [Java Decompiler](http://jd.benow.ca/) - Decompile and inspect Java apps.
+* [Java IDX Parser](https://github.com/Rurik/Java_IDX_Parser/) - Parses Java
+  IDX cache files.
+* [JSDetox](http://www.relentless-coding.com/projects/jsdetox/) - JavaScript
+  malware analysis tool.
+* [jsunpack-n](https://github.com/urule99/jsunpack-n) - A javascript
+  unpacker that emulates browser functionality.
+* [Krakatau](https://github.com/Storyyeller/Krakatau) - Java decompiler,
+  assembler, and disassembler.
+* [Malzilla](http://malzilla.sourceforge.net/) - Analyze malicious web pages.
+* [RABCDAsm](https://github.com/CyberShadow/RABCDAsm) - A "Robust
+  ActionScript Bytecode Disassembler."
+* [SWF Investigator](https://labs.adobe.com/technologies/swfinvestigator/) -
+  Static and dynamic analysis of SWF applications.
+* [swftools](http://www.swftools.org/) - Tools for working with Adobe Flash
+  files.
+* [xxxswf](http://hooked-on-mnemonics.blogspot.com/2011/12/xxxswfpy.html) - A
+  Python script for analyzing Flash files.
+
+## Documents and Shellcode
+
+*Analyze malicious JS and shellcode from PDFs and Office documents. See also
+the [browser malware](#browser-malware) section.*
+
+* [AnalyzePDF](https://github.com/hiddenillusion/AnalyzePDF) - A tool for
+  analyzing PDFs and attempting to determine whether they are malicious.
+* [box-js](https://github.com/CapacitorSet/box-js) - A tool for studying JavaScript
+  malware, featuring JScript/WScript support and ActiveX emulation.
+* [diStorm](http://www.ragestorm.net/distorm/) - Disassembler for analyzing
+  malicious shellcode.
+* [InQuest Deep File Inspection](https://labs.inquest.net/dfi) - Upload common malware lures for Deep File Inspection and heuristical analysis.
+* [JS Beautifier](http://jsbeautifier.org/) - JavaScript unpacking and deobfuscation.
+* [libemu](http://libemu.carnivore.it/) - Library and tools for x86 shellcode
+  emulation.
+* [malpdfobj](https://github.com/9b/malpdfobj) - Deconstruct malicious PDFs
+  into a JSON representation.
+* [OfficeMalScanner](http://www.reconstructer.org/code.html) - Scan for
+  malicious traces in MS Office documents.
+* [olevba](http://www.decalage.info/python/olevba) - A script for parsing OLE
+  and OpenXML documents and extracting useful information.
+* [Origami PDF](https://code.google.com/archive/p/origami-pdf) - A tool for
+  analyzing malicious PDFs, and more.
+* [PDF Tools](https://blog.didierstevens.com/programs/pdf-tools/) - pdfid,
+  pdf-parser, and more from Didier Stevens.
+* [PDF X-Ray Lite](https://github.com/9b/pdfxray_lite) - A PDF analysis tool,
+  the backend-free version of PDF X-RAY.
+* [peepdf](http://eternal-todo.com/tools/peepdf-pdf-analysis-tool) - Python
+  tool for exploring possibly malicious PDFs.
+* [QuickSand](https://www.quicksand.io/) - QuickSand is a compact C framework
+  to analyze suspected malware documents to identify exploits in streams of different
+  encodings and to locate and extract embedded executables.
+* [Spidermonkey](https://developer.mozilla.org/en-US/docs/Mozilla/Projects/SpiderMonkey) -
+  Mozilla's JavaScript engine, for debugging malicious JS.
+
+## File Carving
+
+*For extracting files from inside disk and memory images.*
+
+* [bulk_extractor](https://github.com/simsong/bulk_extractor) - Fast file
+  carving tool.
+* [EVTXtract](https://github.com/williballenthin/EVTXtract) - Carve Windows
+  Event Log files from raw binary data.
+* [Foremost](http://foremost.sourceforge.net/) - File carving tool designed
+  by the US Air Force.
+* [hachoir3](https://github.com/vstinner/hachoir3) - Hachoir is a Python library
+  to view and edit a binary stream field by field.
+* [Scalpel](https://github.com/sleuthkit/scalpel) - Another data carving
+  tool.
+* [SFlock](https://github.com/jbremer/sflock) - Nested archive
+  extraction/unpacking (used in Cuckoo Sandbox).
+
+## Deobfuscation
+
+*Reverse XOR and other code obfuscation methods.*
+
+* [Balbuzard](https://bitbucket.org/decalage/balbuzard/wiki/Home) - A malware
+  analysis tool for reversing obfuscation (XOR, ROL, etc) and more.
+* [de4dot](https://github.com/0xd4d/de4dot) - .NET deobfuscator and
+  unpacker.
+* [ex_pe_xor](http://hooked-on-mnemonics.blogspot.com/2014/04/expexorpy.html)
+  & [iheartxor](http://hooked-on-mnemonics.blogspot.com/p/iheartxor.html) -
+  Two tools from Alexander Hanel for working with single-byte XOR encoded
+  files.
+* [FLOSS](https://github.com/fireeye/flare-floss) - The FireEye Labs Obfuscated
+  String Solver uses advanced static analysis techniques to automatically
+  deobfuscate strings from malware binaries.
+* [NoMoreXOR](https://github.com/hiddenillusion/NoMoreXOR) - Guess a 256 byte
+  XOR key using frequency analysis.
+* [PackerAttacker](https://github.com/BromiumLabs/PackerAttacker) - A generic
+  hidden code extractor for Windows malware.
+* [PyInstaller Extractor](https://github.com/extremecoders-re/pyinstxtractor) -
+  A Python script to extract the contents of a PyInstaller generated Windows
+  executable file. The contents of the pyz file (usually pyc files) present
+  inside the executable are also extracted and automatically fixed so that a
+  Python bytecode decompiler will recognize it.
+* [uncompyle6](https://github.com/rocky/python-uncompyle6/) - A cross-version
+  Python bytecode decompiler.  Translates Python bytecode back into equivalent
+  Python source code.
+* [un{i}packer](https://github.com/unipacker/unipacker) - Automatic and
+  platform-independent unpacker for Windows binaries based on emulation.
+* [unpacker](https://github.com/malwaremusings/unpacker/) - Automated malware
+  unpacker for Windows malware based on WinAppDbg.
+* [unxor](https://github.com/tomchop/unxor/) - Guess XOR keys using
+  known-plaintext attacks.
+* [VirtualDeobfuscator](https://github.com/jnraber/VirtualDeobfuscator) -
+  Reverse engineering tool for virtualization wrappers.
+* [XORBruteForcer](http://eternal-todo.com/var/scripts/xorbruteforcer) -
+  A Python script for brute forcing single-byte XOR keys.
+* [XORSearch & XORStrings](https://blog.didierstevens.com/programs/xorsearch/) -
+  A couple programs from Didier Stevens for finding XORed data.
+* [xortool](https://github.com/hellman/xortool) - Guess XOR key length, as
+  well as the key itself.
+
+## Debugging and Reverse Engineering
+
+*Disassemblers, debuggers, and other static and dynamic analysis tools.*
+
+* [angr](https://github.com/angr/angr) - Platform-agnostic binary analysis
+  framework developed at UCSB's Seclab.
+* [bamfdetect](https://github.com/bwall/bamfdetect) - Identifies and extracts
+  information from bots and other malware.
+* [BAP](https://github.com/BinaryAnalysisPlatform/bap) - Multiplatform and
+  open source (MIT) binary analysis framework developed at CMU's Cylab.
+* [BARF](https://github.com/programa-stic/barf-project) - Multiplatform, open
+  source Binary Analysis and Reverse engineering Framework.
+* [binnavi](https://github.com/google/binnavi) - Binary analysis IDE for
+  reverse engineering based on graph visualization.
+* [Binary ninja](https://binary.ninja/) - A reversing engineering platform
+  that is an alternative to IDA.
+* [Binwalk](https://github.com/devttys0/binwalk) - Firmware analysis tool.
+* [BluePill](https://github.com/season-lab/bluepill) - Framework for executing and debugging evasive malware and protected executables.
+* [Capstone](https://github.com/aquynh/capstone) - Disassembly framework for
+  binary analysis and reversing, with support for many architectures and
+  bindings in several languages.
+* [codebro](https://github.com/hugsy/codebro) - Web based code browser using
+  clang to provide basic code analysis.
+* [Cutter](https://github.com/radareorg/cutter) - GUI for Radare2.
+* [DECAF (Dynamic Executable Code Analysis Framework)](https://github.com/sycurelab/DECAF)
+  - A binary analysis platform based   on QEMU. DroidScope is now an extension to DECAF.
+* [dnSpy](https://github.com/0xd4d/dnSpy) - .NET assembly editor, decompiler
+  and debugger.
+* [dotPeek](https://www.jetbrains.com/decompiler/) - Free .NET Decompiler and
+  Assembly Browser.
+* [Evan's Debugger (EDB)](http://codef00.com/projects#debugger) - A
+  modular debugger with a Qt GUI.
+* [Fibratus](https://github.com/rabbitstack/fibratus) - Tool for exploration
+  and tracing of the Windows kernel.
+* [FPort](https://www.mcafee.com/us/downloads/free-tools/fport.aspx) - Reports
+  open TCP/IP and UDP ports in a live system and maps them to the owning application.
+* [GDB](http://www.sourceware.org/gdb/) - The GNU debugger.
+* [GEF](https://github.com/hugsy/gef) - GDB Enhanced Features, for exploiters
+  and reverse engineers.
+* [Ghidra](https://github.com/NationalSecurityAgency/ghidra) - A software reverse engineering (SRE) framework created and       maintained by the National Security Agency Research Directorate.
+* [hackers-grep](https://github.com/codypierce/hackers-grep) - A utility to
+  search for strings in PE executables including imports, exports, and debug
+  symbols.
+* [Hopper](https://www.hopperapp.com/) - The macOS and Linux Disassembler.
+* [IDA Pro](https://www.hex-rays.com/products/ida/index.shtml) - Windows
+  disassembler and debugger, with a free evaluation version.
+* [IDR](https://github.com/crypto2011/IDR) - Interactive Delphi Reconstructor
+  is a decompiler of Delphi executable files and dynamic libraries.
+* [Immunity Debugger](http://debugger.immunityinc.com/) - Debugger for
+  malware analysis and more, with a Python API.
+* [ILSpy](http://ilspy.net/) - ILSpy is the open-source .NET assembly browser and decompiler.
+* [Kaitai Struct](http://kaitai.io/) - DSL for file formats / network protocols /
+  data structures reverse engineering and dissection, with code generation
+  for C++, C#, Java, JavaScript, Perl, PHP, Python, Ruby.
+* [LIEF](https://lief.quarkslab.com/) - LIEF provides a cross-platform library
+  to parse, modify and abstract ELF, PE and MachO formats.
+* [ltrace](http://ltrace.org/) - Dynamic analysis for Linux executables.
+* [mac-a-mal](https://github.com/phdphuc/mac-a-mal) - An automated framework
+  for mac malware hunting.
+* [objdump](https://en.wikipedia.org/wiki/Objdump) - Part of GNU binutils,
+  for static analysis of Linux binaries.
+* [OllyDbg](http://www.ollydbg.de/) - An assembly-level debugger for Windows
+  executables.
+* [OllyDumpEx](https://low-priority.appspot.com/ollydumpex/) - Dump memory
+  from (unpacked) malware Windows process and store raw or rebuild PE file.
+  This is a plugin for OllyDbg, Immunity Debugger, IDA Pro, WinDbg, and x64dbg.
+* [PANDA](https://github.com/moyix/panda) - Platform for Architecture-Neutral
+  Dynamic Analysis.
+* [PEDA](https://github.com/longld/peda) - Python Exploit Development
+  Assistance for GDB, an enhanced display with added commands.
+* [pestudio](https://winitor.com/) - Perform static analysis of Windows
+  executables.
+* [Pharos](https://github.com/cmu-sei/pharos) - The Pharos binary analysis framework
+  can be used to perform automated static analysis of binaries.
+* [plasma](https://github.com/plasma-disassembler/plasma) - Interactive
+  disassembler for x86/ARM/MIPS.
+* [PPEE (puppy)](https://www.mzrst.com/) - A Professional PE file Explorer for
+  reversers, malware researchers and those who want to statically inspect PE
+  files in more detail.
+* [Process Explorer](https://docs.microsoft.com/en-us/sysinternals/downloads/process-explorer) -
+  Advanced task manager for Windows.
+* [Process Hacker](http://processhacker.sourceforge.net/) - Tool that monitors
+  system resources.
+* [Process Monitor](https://docs.microsoft.com/en-us/sysinternals/downloads/procmon) -
+  Advanced monitoring tool for Windows programs.
+* [PSTools](https://docs.microsoft.com/en-us/sysinternals/downloads/pstools) - Windows
+  command-line tools that help manage and investigate live systems.
+* [Pyew](https://github.com/joxeankoret/pyew) - Python tool for malware
+  analysis.
+* [PyREBox](https://github.com/Cisco-Talos/pyrebox) - Python scriptable reverse
+  engineering sandbox by the Talos team at Cisco.
+* [Qiling Framework](https://www.qiling.io/) - Cross platform emulation and sanboxing
+  framework with instruments for binary analysis.
+* [QKD](https://github.com/ispras/qemu/releases/) - QEMU with embedded WinDbg
+  server for stealth debugging.
+* [Radare2](http://www.radare.org/r/) - Reverse engineering framework, with
+  debugger support.
+* [RegShot](https://sourceforge.net/projects/regshot/) - Registry compare utility
+  that compares snapshots.
+* [RetDec](https://retdec.com/) - Retargetable machine-code decompiler with an
+  [online decompilation service](https://retdec.com/decompilation/) and
+  [API](https://retdec.com/api/) that you can use in your tools.
+* [ROPMEMU](https://github.com/Cisco-Talos/ROPMEMU) - A framework to analyze, dissect
+  and decompile complex code-reuse attacks.
+* [Scylla Imports Reconstructor](https://github.com/NtQuery/Scylla) - Find and fix
+  the IAT of an unpacked / dumped PE32 malware.
+* [ScyllaHide](https://github.com/x64dbg/ScyllaHide) - An Anti-Anti-Debug library
+  and plugin for OllyDbg, x64dbg, IDA Pro, and TitanEngine.
+* [SMRT](https://github.com/pidydx/SMRT) - Sublime Malware Research Tool, a
+  plugin for Sublime 3 to aid with malware analyis.
+* [strace](https://sourceforge.net/projects/strace/) - Dynamic analysis for
+  Linux executables.
+* [StringSifter](https://github.com/fireeye/stringsifter) - A machine learning tool
+  that automatically ranks strings based on their relevance for malware analysis.
+* [Triton](https://triton.quarkslab.com/) - A dynamic binary analysis (DBA) framework.
+* [Udis86](https://github.com/vmt/udis86) - Disassembler library and tool
+  for x86 and x86_64.
+* [Vivisect](https://github.com/vivisect/vivisect) - Python tool for
+  malware analysis.
+* [WinDbg](https://developer.microsoft.com/en-us/windows/hardware/download-windbg) - multipurpose debugger for the Microsoft Windows computer operating system, used to debug user mode applications, device drivers, and the kernel-mode memory dumps.
+* [X64dbg](https://github.com/x64dbg/) - An open-source x64/x32 debugger for windows.
+
+## Network
+
+*Analyze network interactions.*
+
+* [Bro](https://www.bro.org) - Protocol analyzer that operates at incredible
+  scale; both file and network protocols.
+* [BroYara](https://github.com/hempnall/broyara) - Use Yara rules from Bro.
+* [CapTipper](https://github.com/omriher/CapTipper) -  Malicious HTTP traffic
+  explorer.
+* [chopshop](https://github.com/MITRECND/chopshop) - Protocol analysis and
+  decoding framework.
+* [CloudShark](https://www.cloudshark.org) - Web-based tool for packet analysis
+  and malware traffic detection.
+* [FakeNet-NG](https://github.com/fireeye/flare-fakenet-ng) - Next generation
+  dynamic network analysis tool.
+* [Fiddler](https://www.telerik.com/fiddler) - Intercepting web proxy designed
+  for "web debugging."
+* [Hale](https://github.com/pjlantz/Hale) - Botnet C&C monitor.
+* [Haka](http://www.haka-security.org/) - An open source security oriented
+  language for describing protocols and applying security policies on (live)
+  captured traffic.
+* [HTTPReplay](https://github.com/jbremer/httpreplay) - Library for parsing
+  and reading out PCAP files, including TLS streams using TLS Master Secrets
+  (used in Cuckoo Sandbox).
+* [INetSim](http://www.inetsim.org/) - Network service emulation, useful when
+  building a malware lab.
+* [Laika BOSS](https://github.com/lmco/laikaboss) - Laika BOSS is a file-centric
+  malware analysis and intrusion detection system.
+* [Malcolm](https://github.com/idaholab/Malcolm) - Malcolm is a powerful, easily
+  deployable network traffic analysis tool suite for full packet capture artifacts
+  (PCAP files) and Zeek logs.
+* [Malcom](https://github.com/tomchop/malcom) - Malware Communications
+  Analyzer.
+* [Maltrail](https://github.com/stamparm/maltrail) - A malicious traffic
+  detection system, utilizing publicly available (black)lists containing
+  malicious and/or generally suspicious trails and featuring an reporting
+  and analysis interface.
+* [mitmproxy](https://mitmproxy.org/) - Intercept network traffic on the fly.
+* [Moloch](https://github.com/aol/moloch) - IPv4 traffic capturing, indexing
+  and database system.
+* [NetworkMiner](http://www.netresec.com/?page=NetworkMiner) - Network
+  forensic analysis tool, with a free version.
+* [ngrep](https://github.com/jpr5/ngrep) - Search through network traffic
+  like grep.
+* [PcapViz](https://github.com/mateuszk87/PcapViz) - Network topology and
+  traffic visualizer.
+* [Python ICAP Yara](https://github.com/RamadhanAmizudin/python-icap-yara) - An
+  ICAP Server with yara scanner for URL or content.
+* [Squidmagic](https://github.com/ch3k1/squidmagic) - squidmagic is a tool
+  designed to analyze a web-based network traffic to detect central command
+  and control (C&C) servers and malicious sites, using Squid proxy server and
+  Spamhaus.
+* [Tcpdump](http://www.tcpdump.org/) - Collect network traffic.
+* [tcpick](http://tcpick.sourceforge.net/) - Trach and reassemble TCP streams
+  from network traffic.
+* [tcpxtract](http://tcpxtract.sourceforge.net/) - Extract files from network
+  traffic.
+* [Wireshark](https://www.wireshark.org/) - The network traffic analysis
+  tool.
+
+## Memory Forensics
+
+*Tools for dissecting malware in memory images or running systems.*
+
+* [BlackLight](https://www.blackbagtech.com/blacklight.html) - Windows/MacOS
+  forensics client supporting hiberfil, pagefile, raw memory analysis.
+* [DAMM](https://github.com/504ensicsLabs/DAMM) - Differential Analysis of
+  Malware in Memory, built on Volatility.
+* [evolve](https://github.com/JamesHabben/evolve) - Web interface for the
+  Volatility Memory Forensics Framework.
+* [FindAES](https://sourceforge.net/projects/findaes/) - Find AES
+  encryption keys in memory.
+* [inVtero.net](https://github.com/ShaneK2/inVtero.net) - High speed memory
+  analysis framework developed in .NET supports all Windows x64, includes
+  code integrity and write support.
+* [Muninn](https://github.com/ytisf/muninn) - A script to automate portions
+  of analysis using Volatility, and create a readable report.
+  [Orochi](https://github.com/LDO-CERT/orochi) - Orochi is an open source framework for 
+  collaborative forensic memory dump analysis. 
+* [Rekall](http://www.rekall-forensic.com/) - Memory analysis framework,
+  forked from Volatility in 2013.
+* [TotalRecall](https://github.com/sketchymoose/TotalRecall) - Script based
+  on Volatility for automating various malware analysis tasks.
+* [VolDiff](https://github.com/aim4r/VolDiff) - Run Volatility on memory
+  images before and after malware execution, and report changes.
+* [Volatility](https://github.com/volatilityfoundation/volatility) - Advanced
+  memory forensics framework.
+* [VolUtility](https://github.com/kevthehermit/VolUtility) - Web Interface for
+  Volatility Memory Analysis framework.
+* [WDBGARK](https://github.com/swwwolf/wdbgark) -
+  WinDBG Anti-RootKit Extension.
+* [WinDbg](https://developer.microsoft.com/en-us/windows/hardware/windows-driver-kit) -
+  Live memory inspection and kernel debugging for Windows systems.
+
+## Windows Artifacts
+
+* [AChoir](https://github.com/OMENScan/AChoir) - A live incident response
+  script for gathering Windows artifacts.
+* [python-evt](https://github.com/williballenthin/python-evt) - Python
+  library for parsing Windows Event Logs.
+* [python-registry](http://www.williballenthin.com/registry/) - Python
+  library for parsing registry files.
+* [RegRipper](http://brettshavers.cc/index.php/brettsblog/tags/tag/regripper/)
+  ([GitHub](https://github.com/keydet89/RegRipper2.8)) -
+  Plugin-based registry analysis tool.
+
+## Storage and Workflow
+
+* [Aleph](https://github.com/merces/aleph) - Open Source Malware Analysis
+  Pipeline System.
+* [CRITs](https://crits.github.io/) - Collaborative Research Into Threats, a
+  malware and threat repository.
+* [FAME](https://certsocietegenerale.github.io/fame/) - A malware analysis
+  framework featuring a pipeline that can be extended with custom modules,
+  which can be chained and interact with each other to perform end-to-end
+  analysis.
+* [Malwarehouse](https://github.com/sroberts/malwarehouse) - Store, tag, and
+  search malware.
+* [Polichombr](https://github.com/ANSSI-FR/polichombr) - A malware analysis
+  platform designed to help analysts to reverse malwares collaboratively.
+* [stoQ](http://stoq.punchcyber.com) - Distributed content analysis
+  framework with extensive plugin support, from input to output, and everything
+  in between.
+* [Viper](http://viper.li/) - A binary management and analysis framework for
+  analysts and researchers.
+
+## Miscellaneous
+
+* [al-khaser](https://github.com/LordNoteworthy/al-khaser) - A PoC malware
+  with good intentions that aimes to stress anti-malware systems.
+* [CryptoKnight](https://github.com/AbertayMachineLearningGroup/CryptoKnight) - Automated cryptographic algorithm reverse engineering and classification framework.
+* [DC3-MWCP](https://github.com/Defense-Cyber-Crime-Center/DC3-MWCP) -
+  The Defense Cyber Crime Center's Malware Configuration Parser framework.
+* [FLARE VM](https://github.com/fireeye/flare-vm) - A fully customizable,
+  Windows-based, security distribution for malware analysis.
+* [MalSploitBase](https://github.com/misterch0c/malSploitBase) - A database
+  containing exploits used by malware.
+* [Malware Museum](https://archive.org/details/malwaremuseum) - Collection of
+  malware programs that were distributed in the 1980s and 1990s.
+* [Malware Organiser](https://github.com/uppusaikiran/malware-organiser) - A simple tool to organise large malicious/benign files into a organised Structure.
+* [Pafish](https://github.com/a0rtega/pafish) - Paranoid Fish, a demonstration
+  tool that employs several techniques to detect sandboxes and analysis
+  environments in the same way as malware families do.
+* [REMnux](https://remnux.org/) - Linux distribution and docker images for
+  malware reverse engineering and analysis.
+* [Tsurugi Linux](https://tsurugi-linux.org/) - Linux distribution designed to support your DFIR investigations, malware analysis and OSINT (Open Source INTelligence) activities.
+* [Santoku Linux](https://santoku-linux.com/) - Linux distribution for mobile
+  forensics, malware analysis, and security.
+
+# Resources
+
+## Books
+
+*Essential malware analysis reading material.*
+
+* [Learning Malware Analysis](https://www.packtpub.com/networking-and-servers/learning-malware-analysis) - Learning Malware Analysis: Explore the concepts, tools, and techniques to analuze and investigate Windows malware
+* [Malware Analyst's Cookbook and DVD](https://amzn.com/dp/0470613033) -
+  Tools and Techniques for Fighting Malicious Code.
+* [Mastering Malware Analysis](https://www.packtpub.com/networking-and-servers/mastering-malware-analysis) - Mastering Malware Analysis: The complete malware analyst's guide to combating malicious software, APT, cybercime, and IoT attacks
+* [Mastering Reverse Engineering](https://www.packtpub.com/networking-and-servers/mastering-reverse-engineering) - Mastering Reverse Engineering: Re-engineer your ethical hacking skills
+* [Practical Malware Analysis](https://amzn.com/dp/1593272901) - The Hands-On
+  Guide to Dissecting Malicious Software.
+* [Practical Reverse Engineering](https://www.amzn.com/dp/1118787315/) -
+  Intermediate Reverse Engineering.
+* [Real Digital Forensics](https://www.amzn.com/dp/0321240693) - Computer
+  Security and Incident Response.
+* [Rootkits and Bootkits](https://www.amazon.com/dp/1593277164) - Rootkits and Bootkits: Reversing Modern Malware and Next Generation Threats
+* [The Art of Memory Forensics](https://amzn.com/dp/1118825098) - Detecting
+  Malware and Threats in Windows, Linux, and Mac Memory.
+* [The IDA Pro Book](https://amzn.com/dp/1593272898) - The Unofficial Guide
+  to the World's Most Popular Disassembler.
+* [The Rootkit Arsenal](https://amzn.com/dp/144962636X) - The Rootkit Arsenal:
+  Escape and Evasion in the Dark Corners of the System
+
+## Other
+
+* [APT Notes](https://github.com/aptnotes/data) - A collection of papers
+  and notes related to Advanced Persistent Threats.
+* [Ember](https://github.com/endgameinc/ember) - Endgame Malware BEnchmark for Research,
+  a repository that makes it easy to (re)create a machine learning model that can be used
+  to predict a score for a PE file based on static analysis.
+* [File Formats posters](https://github.com/corkami/pics) - Nice visualization
+  of commonly used file format (including PE & ELF).
+* [Honeynet Project](http://honeynet.org/) - Honeypot tools, papers, and
+  other resources.
+* [Kernel Mode](http://www.kernelmode.info/forum/) - An active community
+  devoted to malware analysis and kernel development.
+* [Malicious Software](https://zeltser.com/malicious-software/) - Malware
+  blog and resources by Lenny Zeltser.
+* [Malware Analysis Search](https://cse.google.com/cse/home?cx=011750002002865445766%3Apc60zx1rliu) -
+  Custom Google search engine from [Corey Harrell](journeyintoir.blogspot.com/).
+* [Malware Analysis Tutorials](http://fumalwareanalysis.blogspot.nl/p/malware-analysis-tutorials-reverse.html) -
+  The Malware Analysis Tutorials by Dr. Xiang Fu, a great resource for learning
+  practical malware analysis.
+* [Malware Analysis, Threat Intelligence and Reverse Engineering](https://www.slideshare.net/bartblaze/malware-analysis-threat-intelligence-and-reverse-engineering) -
+  Presentation introducing the concepts of malware analysis, threat intelligence
+  and reverse engineering. Experience or prior knowledge is not required. Labs
+  link in description.
+* [Malware Persistence](https://github.com/Karneades/malware-persistence) - Collection
+  of various information focused on malware persistence: detection (techniques),
+  response, pitfalls and the log collection (tools).
+* [Malware Samples and Traffic](http://malware-traffic-analysis.net/) - This
+  blog focuses on network traffic related to malware infections.
+* [Malware Search+++](https://addons.mozilla.org/fr/firefox/addon/malware-search-plusplusplus/) Firefox extension allows
+  you to easily search some of the most popular malware databases
+* [Practical Malware Analysis Starter Kit](https://bluesoul.me/practical-malware-analysis-starter-kit/) -
+  This package contains most of the software referenced in the Practical Malware
+  Analysis book.
+* [RPISEC Malware Analysis](https://github.com/RPISEC/Malware) - These are the
+  course materials used in the Malware Analysis course at at Rensselaer Polytechnic
+  Institute during Fall 2015.
+* [WindowsIR: Malware](http://windowsir.blogspot.com/p/malware.html) - Harlan
+  Carvey's page on Malware.
+* [Windows Registry specification](https://github.com/msuhanov/regf/blob/master/Windows%20registry%20file%20format%20specification.md) -
+  Windows registry file format specification.
+* [/r/csirt_tools](https://www.reddit.com/r/csirt_tools/) - Subreddit for CSIRT
+  tools and resources, with a
+  [malware analysis](https://www.reddit.com/r/csirt_tools/search?q=flair%3A%22Malware%20analysis%22&sort=new&restrict_sr=on) flair.
+* [/r/Malware](https://www.reddit.com/r/Malware) - The malware subreddit.
+* [/r/ReverseEngineering](https://www.reddit.com/r/ReverseEngineering) -
+  Reverse engineering subreddit, not limited to just malware.
+
+
+
+# Related Awesome Lists
+
+* [Android Security](https://github.com/ashishb/android-security-awesome)
+* [AppSec](https://github.com/paragonie/awesome-appsec)
+* [CTFs](https://github.com/apsdehal/awesome-ctf)
+* [Executable Packing](https://github.com/dhondta/awesome-executable-packing)
+* [Forensics](https://github.com/Cugu/awesome-forensics)
+* ["Hacking"](https://github.com/carpedm20/awesome-hacking)
+* [Honeypots](https://github.com/paralax/awesome-honeypots)
+* [Industrial Control System Security](https://github.com/hslatman/awesome-industrial-control-system-security)
+* [Incident-Response](https://github.com/meirwah/awesome-incident-response)
+* [Infosec](https://github.com/onlurking/awesome-infosec)
+* [PCAP Tools](https://github.com/caesar0301/awesome-pcaptools)
+* [Pentesting](https://github.com/enaqx/awesome-pentest)
+* [Security](https://github.com/sbilly/awesome-security)
+* [Threat Intelligence](https://github.com/hslatman/awesome-threat-intelligence)
+* [YARA](https://github.com/InQuest/awesome-yara)
+
+# [Contributing](CONTRIBUTING.md)
+
+Pull requests and issues with suggestions are welcome! Please read the
+[CONTRIBUTING](CONTRIBUTING.md) guidelines before submitting a PR.
+
+# Thanks
+
+This list was made possible by:
+
+* Lenny Zeltser and other contributors for developing REMnux, where I
+  found many of the tools in this list;
+* Michail Hale Ligh, Steven Adair, Blake Hartstein, and Mather Richard for
+  writing the *Malware Analyst's Cookbook*, which was a big inspiration for
+  creating the list;
+* And everyone else who has sent pull requests or suggested links to add here!
+
+Thanks!

malware_detection/metadata.json

@@ -0,0 +1,17 @@
+{
+  "dataset_id": "malware_detection",
+  "processed_at": "2025-08-24T04:08:53.227069",
+  "samples": 10000,
+  "features": [
+    "file_hash",
+    "file_size",
+    "entropy",
+    "pe_sections",
+    "imports",
+    "exports",
+    "strings_count",
+    "is_malware"
+  ],
+  "type": "malware",
+  "file_path": "..\\datasets\\malware_detection\\malware_detection_processed.csv"
+}