Threat hunting tools open source free. Suricata can run on Windows, Mac, Unix and Linux. Its ability to inspect network Contributions are much appreciated to make this list with free Threat Intel/IOC feeds as big and as up-to-date as possible. Feb 5, 2023 · 4. This system gets a threat intelligence feed from the open-source MISP Framework, which provides malware signatures as well as attack vectors for Trusted by the Fortune 500 and leading cybersecu. Experience Flare for yourself and see why Flare is used by organization’s including federal law enforcement, Fortune 50, financial institutions, and software startups. Learn More about CPGs. It should have lists of tools, theory, training, and even lists of threat hunts you can start with right now! Let me know if you have any questions. Dec 16, 2022 · The following are three must-have tools for any threat hunting program: Logs: Threat hunters require data. It can discover subdomains, email addresses, usernames, and other information related to a specific target, aiding in the reconnaissance phase of threat hunting. Jun 30, 2016 · Learn to hunt threats with free tools Learn to detect malicious behavior by analyzing DNS and autoruns data with free and open source tools m01229 (CC BY 2. Establishing or maturing an effective threat hunting program is a challenging task compared to approaching threat hunting from an unofficial perspective where existing security resources execute ad-hoc hunts in their spare time however, a well-designed and dedicated threat hunting program can be a major driver in changing the security culture of an entire Security Onion is a free and open Linux distribution for threat hunting, enterprise security monitoring, and log management. The easy-to-use Setup wizard allows you to build an army of distributed sensors for your enterprise. The tool leverages the MITRE ATT&CK Framework to organize and prioritize findings, assisting in assembling indicators of compromise (IOCs), understanding attack movement and hunting threats. The cyber-world is a cacophony of facts, ideas, and concepts, however, not all of them are relevant. Most smaller companies rely on open-source threat-hunting software. OTX Alienvault has been awesome for threat hunting. Snort, an open-source intrusion detection and prevention system (IDS/IPS), is a versatile tool that can be customized for threat detection and analysis. Wazuh is an effective security solution that equips organizations with the necessary tools and capabilities to detect and prevent persistent attacks. Open source threat intelligence tools and feeds have emerged as invaluable resources in this endeavor, offering insights into current trends, vulnerabilities, and threat actors. Jun 29, 2021 · Kestrel lets threat hunters 'devote more time to figuring out what to hunt, as apposed to how to hunt'. io is not a threat hunting tool in the traditional sense, it tracks down threats in code wherever code is and finds threats that are present there. a rule, consists of a set of strings and a boolean Apr 24, 2024 · Here are the top seven threat intelligence platforms for businesses: ThreatConnect: Best overall for a mix of features and integrations. Mar 31, 2023 · Juniper Networks Secure Analytics. Threat Hunting; Advanced Threat Tactics - A free course on red team operations and adversary simulations. Security Onion includes Elasticsearch, Logstash, Kibana, Suricata, Zeek (formerly known as Bro), Wazuh, Stenographer Sep 14, 2021 · Creepy. With complete visibility from Corelight, teams can avoid costly overreactions. SIEM: A centralized security information and event management Check out the best 177Threat Hunting free open source projects. Apr 12, 2021 · This is why threat intelligence is an important part of the security activities of each organization. OWASP Zap as well for web app vulnerability analysis. Secure Analytics by Juniper Networks is an appliance-based SIEM solution. This PR must contain the following content: Add the link to the feed in the README. Also use SpiderFoot for OSINT analysis, trying to talk the boss into getting the enterprise version. 12. Although all the open-source tools that make up Malcolm are already available and in general use, Malcolm provides a framework of interconnectivity that makes it greater than the sum of its parts. com. As an open source platform, Wazuh benefits from rapid capability development, offers comprehensive documentation, and fosters high user engagement. Each one has unique features that make them handy for specific threat detection and response. IntelOwl. 9. This software is free and has better compatibility than other security intelligence collectors on the market. To be an effective threat hunter, you need to leverage your experience, tools, and training to proactively detect these attacks. It is commonly used for log analysis, security analytics, and threat hunting. Find out if your data has been exposed on the deep web. Free cyber threat intelligence tools include feeds to blogs to open source intelligence platforms. Availability. Security Onion is a free and open platform for threat hunting, enterprise security monitoring, and log management. Microsoft Threat Modeling Tool. Apr 13, 2023 · Automater is a Python-developed tool made available on the GitHub platform. com) VirusTotal is a a searchable virus and malware database—to be quite frank, it’s awfully neat. Let CTI analysts focus on adding intelligence rather than worrying about machine-readable export formats. They Mar 6, 2024 · Threat hunting is the proactive process of proactively searching for hidden cyber threats in a network. Expand table. Cutter - Free and Open Source Reverse Engineering Platform powered by rizin. Jun 6, 2023 · 50 Best Free Cyber Threat Intelligence Tools – 2023. Spamhaus is a European non-profit that tracks cyber threats and provides real-time threat intelligence. May 22, 2020 · In this talk we will discuss open source data sources including key data sources such as Zeek/Bro that can be used along with Elasticsearch to build a hunting program. A threat intelligence platform automates the collection, aggregation, and reconciliation of external threat data, providing security teams with the most recent threat insights to reduce threat risks relevant for their organization. Active Counter Measures hosts a 6 hour intro to threat hunting course for free! May 19, 2021 · Enter IBM's Kestrel Threat Hunting Language —our new open-source threat-hunting programming language, launched at the 2021 RSA Conference. There are many different application suites out there that can do exactly that, ranging from free and open-source projects all the way to enterprise-grade products that cost thousands of dollars. It is an open-source project and is free to access. VirusTotal (virustotal. Extract Specific Columns From Zeek Logs. Jan 20, 2021 · DNSTwist. As discussed in the previous articles, intrusion detection "detects" and "alerts" a threat. By combining these two open-source tools, you can essentially retroactively reproduce a SIEM when there is no SIEM setup in the environment. By using outgoing network traffic to identify anomalous, possibly malicious connections based on connection frequency, connection duration, cumulative connection duration, and connections to multiple subdomains over DNS, the network defender can identify C2 channels. I have written a section of my resource guide for training the threat hunters on my team. AlienVault OTX. It is free, open-source, and accessible through GitHub. When researching and developing detection techniques, sourcing attack data: to train machine learning models and for use as test It can be used for enterprise-wide proactive threat hunting as well as DFIR (Digital Forensics and Incident Response) for free with Velociraptor's Hayabusa artifact. 0) Jul 21, 2018 · The ideal threat-hunting tool should be able to analyze vast amounts of data, especially system logs and system analytics. It enables users to present that data on a map. This is because it can be more affordable and accessible for their businesses. We also discuss lessons learned and proper execution. Dec 30, 2021 · Herramientas para Threat Hunting Sysmon. Description. In this course, you will learn how to build a hunt. Threat hunting in cybersecurity tools. These open source digital forensics tools can be used in a wide variety of investigations including cross validation of tools, providing insight into technical details not exposed by other tools, and more. The product can collect event data from multiple sources, correlate events, process flows, and analyze incidents. 5. DeepBlueCLI – A Hunt Teaming PowerShell Module for Windows Event Logs. Eric Conrad created the open-source threat-hunting program known as DeepBlueCLI. Threat intelligence is a key ingredient for cybersecurity defenders that enables decision making pre- and post Threat hunters know that the true signals are there, hidden in the daily noise. It is built on top of a number of open source security tools Sep 3, 2021 · An open standard called STIX is a language and serialization format used to exchange cyber threat intelligence artifacts. On that note, here are some of the open-source threat hunting tools we’d recommend: CUCKOO SANDBOX. Sep 4, 2023 · 1- AlienVault Open Threat Exchange. Threat Intelligence Tools are more often used by security industries to test the vulnerabilities in networks and applications. The traditional threat sharing model is a one-way communication between researchers/vendors and subscribers. It is an open-source tool that follows the spoofing, tampering, repudiation, information disclosure, denial of service, and elevation of privilege (STRIDE) methodology. Apr 3, 2020 · In order to support security research Microsoft has open source tools like msticPy, a set of utilities for threat hunting and investigation as well as a large set of queries and Juypter notebooks for Azure Sentinel. In short, Malcolm provides an easily deployable network analysis tool suite for full PCAP files and Zeek logs. BotScout is a threat-hunting tool that prevents automated web scripts, also known as “bots” from filling out forms on websites, spamming, and registering on forums. It is "the process of proactively and iteratively searching through networks to detect and isolate advanced threats that evade existing security solutions. The best Threat Hunting solutions for small business to enterprises. The structuration of the data is performed using a knowledge schema based on the Feb 29, 2024 · Snort. C2 Matrix (Google Sheets) Threat Hunting Tools reviews, comparisons, alternatives and pricing. It is not enough to run a suspicious file on a testing system to be sure in its safety. STIX is widely adopted in the industry landscape of threat intelligence Mar 20, 2024 · However, it is a collection of open-source and free proprietary tools. Mar 4, 2022 · It was developed by the Open Information Security Foundation (OSIF) and is a free tool used by enterprises, small and large. The elastic stack is open-source Threat Hunting Tools for data collection, storage, analysis, and visualization. MITRE ATT&CK is an example dataset in its repository. Apr 17, 2023 · Threat hunting is the practice of proactively searching for cyber threats that are lurking undetected in a network. May 11, 2024 · TheHarvester is an effective OSINT tool that gathers data from public sources. While Jit. Snort is an open-source intrusion prevention system (IPS) that monitors and analyzes network traffic to detect and prevent potential security threats. It provides community-generated threat data, fosters collaborative research, and automates the process of updating your security infrastructure with threat data from any source. Ghidra allows users to disassemble code, decompile it into a higher-level programming language, and view and edit the resulting source code. It generates alert feeds called “pulses,” which can be manually entered into the system, to index attacks by various malware sources. Active Countermeasures is happy to offer these free open-source tools as our way of giving back to the community. Here is the ultimate list of the safest platforms for open-source threats. CISA has mapped the free services in our Free Cybersecurity Tool & Services database to the CPGs to aid prioritization of risk-reduction efforts. Another threat hunting tool for catching suspicious domains that hunters recommended was DNSTwist. The company is committed to develop, maintain, support and distribute TheHive, Cortex, Cortex-Analyzers and all API Client and helper libraries. So, to figure out where you stand, the first Jan 6, 2024 · 4. At the press of a (few) buttons, perform targeted collection of digital forensic evidence simultaneously across your endpoints, with speed and precision. You can read our recommendations on systems for threat hunting in the The Best Threat Hunting Tools. Formulating a functional threat-hunting hypothesis. With advanced threat hunting capabilities, security teams can stay proactive in identifying and eliminating emerging threats and defend their business processes effectively. It is used to analyze compiled and executable code, including malware. Check out these 11 free cyber intelligence Here’s the good new — You can start seeing the benefits of deception for free using open source honeypots that can be deployed immediately. Most mature threat hunting teams follow a hypothesis-based methodology that’s grounded in the scientific method of inquiry. At a bare minimum, having data logs to sift through is imperative. DNSTwist is a very powerful tool that uses various fuzzing algorithms to detect suspicious domains. A functional threat-hunting hypothesis is the foundation of your framework and quite crucial; imagine building a house of rickety bedrock. Get the G2 on the right Threat Intelligence Software for you. With YARA you can create descriptions of malware families (or whatever you want to describe) based on textual or binary patterns. Apr 12, 2023 · Find the best free and open-source threat-hunting tools you can use in 2023 to keep your organization safe! Free, and Open-Source Tools! LAST UPDATED ON APRIL 12 For example, I use Sandboxie-plus for reviewing phishing email links and determining the legitimacy of an email. 6 Shell. Si bien no es Open Source, System Monitor (Sysmon) es una herramienta gratuita del sistema de Windows que una vez instalada permanece dentro del reinicio May 10, 2023 · The rapidly evolving cyber threat landscape demands constant vigilance from organizations seeking to protect their digital assets. Security Onion is a free and open platform for threat hunting Feb 8, 2024 · Threat hunting is the art and science of analyzing the data to uncover these hidden clues. 6 minutes read. May 7, 2024 · Using your MISP IoCs in Kunai (the open source EDR for Linux) on April 19, 2024 Using your MISP IoCs in Kunai Kunai is an open-source security monitoring tool, specifically designed to address the threat-hunting and threat-detection problematic on Linux. Keatron gets into the details of all the things the learner must consider when building out a hunt and scoping. 4. It helps with the collection and analysis of information about current and potential attacks that threaten the safety of an organization or Feb 12, 2021 · Practical Threat Intelligence and Data-Driven Threat Hunting: A hands-on guide to threat hunting with the ATT&CK(TM) Framework and open source tools [Costa-Gazcón, Valentina] on Amazon. Unlike traditional security methods that rely on alerts or signatures, threat hunting involves actively looking for signs of compromise or malicious activity using various tools, techniques, and hypotheses. Mar 29, 2022 · Network threat hunting using Zeek and/or RITA actively checks every network connection of every IP on the network. Apr 24, 2023 · Step 1. If there is not a section yet in which the source fits, create a new section. threatfeeds. Used widely for real-time traffic Oct 13, 2023 · Brosquery is a tool that integrates the Bro network security monitor with the Osquery endpoint security tool. For some types of malware or vulnerabilities (e. Dec 7, 2021 · 4. BotScout. Despite being a non-software SIEM, Secure Analytics is easy to install, having “out-of-the-box setup wizards”. The Spamhaus Project: Spamhaus. Cuckoo-modified-api - Python library to control a cuckoo-modified sandbox. Applying Threat Hunting Methodologies. MISP, the Open Source Threat Intelligence and Sharing Platform (formerly known as the Malware Information Sharing Platform), is a free platform for sharing indicators of compromise ( IoCs) and vulnerability information amongst businesses, hence fostering threat intelligence collaboration. OTX Endpoint Security™ uses the same agent-based approach as expensive endpoint security tools and DIY open source agents without the expense, complexity, or guesswork. Deception is so crucial to detecting lateral movement, uncovering privilege escalation, and building threat intelligence, that any deception, even open-source honeypots are valuable. *FREE* shipping on qualifying offers. Since 2019, TheHive, Cortex and their ecosystem are under the leadership of StrangeBee. ch ThreatFox is a free platform from abuse. In this article, we will provide a comprehensive list of open source threat Apr 7, 2020 · Threat Hunting 101. Josh Stroschein (Open Information Security Foundation - OISF) In Intrusion Analysis and Threat Hunting with Open Source Tools, you will learn how to dig deep into network traffic to identify key evidence that a compromise has occurred, deal with new forms of attack, and search for evidence of breaches. Rapid7 Threat Command: Best for intensive security needs Jun 13, 2023 · Start your free trial today. Cyber threat hunting digs deep to find malicious actors in your environment that have slipped past your initial endpoint security defenses. It has been created in order to structure, store, organize and visualize technical and non-technical information about cyber threats. An OSINT tool written in Python, Creepy collects geolocation data from social networking sites as well as image hosting services. tools, and people. READ: Understanding Amazon Security Lake: Enhancing Data Security in the Cloud . Ahmed Khlief designed APT-Hunter, a threat-hunting tool for Windows event logs that can detect suspicious activity and track APT movements. Threat hunting: so hot right now. k. Free and open-source, APT-Hunter can identify APT movements within the system based on previously discovered APT attacks. Whenever we’re on In high stakes ransomware investigations, many security teams are unable to answer key questions and default to worst-case assumptions. Apr 26, 2021 · Best Free Open-Source Threat Hunting Tools. Inversely, focus on a threat and quickly list all TTPs, malware, and related DFIR artifacts. The system uses a rule set and signature language to detect and prevent threats. It offers cyber threat hunters a means to perform cyber reasoning and threat discovery much faster and easier than ever before. KLara is a distributed, rule-based malware scanner able to run multiple rules through multiple databases at the same time, allowing researchers to hunt Suricata is a high performance, open source network analysis and threat detection software used by most private and public organizations, and embedded by major vendors to protect their assets. One customer, when confronted with a $10 million ransomware demand, used Corelight to prove the exfiltrated data being held for Velociraptor - Digging Deeper! Velociraptor is an advanced digital forensic and incident response tool that enhances your visibility into your endpoints. Elastic Stack. After sneaking in, an attacker can stealthily remain in a network for months as they Oct 5, 2023 · TheHive. See reviews of CrowdStrike Falcon Endpoint Protection Platform, Intezer, Mimecast Advanced Email Security and compare free or paid products easily. abuse. Cyber threat hunting has been around for some time—a way to proactively Cyber threat hunting process. Machinae can be utilized by compiling intelligence from public websites and feeds about security-related data such as domain names, URLs, email and IP addresses, and more. It allows you to get rid of any suspicious files and get immediate, detailed results describing what the suspected file did when tested May 5, 2023 · RITA – Trial / Demo. April 7, 2020 Ashley Pearson. g. Key sources of this data include endpoint logs, Windows event logs, antivirus logs, and proxy/firewall logs. 10. , APT), direct human interaction during analysis is required. Jul 10, 2023 · This tool is an example of a situational awareness-driven tool. Platforms like YARA, OSQuery, Redline, GRR Rapid Response, MozDef, and TheHive are among the popular tools that help in advanced threat detection. Feb 24, 2024 · 7 2,939 8. Threat hunting is the art and science of analyzing the data to uncover these hidden clues. It is closely related to TAXII (Trusted Automated eXchange of Intelligence Information), an administrative protocol that provides a framework May 29, 2024 · With hunts in Microsoft Sentinel, seek out undetected threats and malicious behaviors by creating a hypothesis, searching through data, validating that hypothesis, and acting when needed. Free (Open-source) Why we like it Open Source vs. That’s why we built OTX — to change the way we all create, collaborate, and consume OpenCTI is an open source platform allowing organizations to manage their cyber threat intelligence knowledge and observables. While some ISAC feeds are quite expensive, others are free. It comprises several components, including Elasticsearch, Kibana, Beats, and Logstash. Small- and medium-sized organizations can use the CPGs to prioritize investment in a limited number of essential actions with high-impact security outcomes. It helps professionals gather fragmented CTI information into a single database and discover additional cyber threats insights. YARA is a tool aimed at (but not limited to) helping malware researchers to identify and classify malware samples. Open Threat Hunting Framework. Advanced use of a wide range of best-of-breed open-source tools in the SIFT Workstation to perform incident response and digital forensics; Hunting and responding to advanced adversaries such as nation-state actors, organized crime, and hacktivists; Threat hunting techniques that will aid in quicker identification of breaches 7. Paid Products: Pricing is another important aspect of threat hunting tools to consider. Cyber threat hunting is a proactive cyber defence activity. This is an Cyber threat hunting. It is a free and open-source project that is developed by Jonathan Andres. Transparency and flexibility Wazuh is an open-source platform for threat detection and incident response, renowned for its adaptability and integration capabilities. md file. ThreatKG automatically collects a large number of OSCTI reports from a wide range of sources, uses a combination of ML and NLP techniques to extract high-fidelity threat knowledge, constructs a threat knowledge graph, and updates the knowledge graph by continuously ingesting new knowledge. There is no way for subscribers to interact with peers or threat researchers on emerging threats, as each recipient is isolated from each other. In a nutshell, Yeti allows you to: Bulk search observables and get a pretty good guess on the nature of the threat, and how to find it on a system. threatfox. The Threat Hunter Playbook is a community-driven, open source project to share detection logic, adversary tradecraft and resources to make detection development more efficient. . Each description, a. DNSTwist can identify mistyped domains, homoglyphs, and internationalized domain names (IDN). June 6, 2023. Many sources of threats include costly fees, but luckily there are many free and inexpensive choices to choose from. Module 6 • 24 minutes to complete. TheHive is an open-source incident response platform that can be used to manage and analyze security incidents. Microsoft Threat Modeling Tool is one of the oldest and most tested threat modeling tools in the market. Jan 5, 2024 · SANS Certified Instructor and Former FBI Agent Eric Zimmerman provides several open source command line tools free to the DFIR Community. Ghidra is a free, open-source software reverse engineering tool developed by the National Security Agency (NSA). ch with the goal of sharing indicators of compromise (IOCs) associated with malware with the infosec community, AV vendors and threat intelligence May 28, 2024 · TypeDB Data – CTI is an excellent open source threat intelligence platform that enables companies to store and manage their cyber threat intelligence (CTI) knowledge. Best free Threat Intelligence Software across 46 Threat Intelligence Software products. May 14, 2023 · Security Onion is a free and open source Linux distribution for threat hunting, enterprise security monitoring, and log management. By Balaji. YARA in a nutshell. AlienVault Open Threat Exchange (OTX) offers open access to a global community of threat researchers and security experts. You can contribute by creating a pull request. Remember that Jun 26, 2017 · It allows us to peel back a layer or two and get a more personal idea of what active threat hunters like about the open source tools they recommend. It should be noted that many of the products in the free range are open source, which means they will require a certain degree of technical knowledge to implement effectively. It also includes other tools such as Playbook, osquery, CyberChef, Elasticsearch, Logstash, Kibana, Suricata, and Zeek. Cuckoo - Open Source Highly configurable sandboxing tool. Part 1 – Setting up your threat hunting program Hunt Evil: Your Practical Guide to Threat Hunting 6 Tools, techniques, and technology Experience, efficiency, and expertise Planning, preparation, and process A complete project (successful threat hunting) It is also important to keep in mind that successful hunting is tied to capabilities It is the only free service that natively uses the community-powered threat intelligence of OTX to scan your endpoints for known indicators of compromise (IOCs). Check out our NEW on-demand training course! Sep 15, 2021 · By. Jit. The National Council of ISACs provides a comprehensive list. Publisher. 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. BOSTON, MA, USA, June 29, 2021 – Open Cybersecurity Alliance (OCA), an OASIS Open Project, today announced it has accepted IBM’s contribution of Kestrel, an open-source programming language for threat hunting that is used by Security Hunting Tools - A collection of our open source tools for hunting; Resources - Useful resources to get started in Threat Hunting; Hunting with AI - Leverage the power of ChatGPT prompts for Threat Hunting; Must Read - Articles and blog posts covering different aspects of Threat Hunting ThreatKG is a system for automated open-source cyber threat knowledge (OSCTI) gathering and management. The name is an abbreviation of Structured Threat Information Expression. It’s no secret attackers are constantly looking for new techniques to evade detection. Cuckoo-modified - Heavily modified Cuckoo fork developed by community. AlienVault Open Threat Exchange (OTX) is the company’s free, community-based project to monitor and rank IPs by reputation. io lists free and open-source threat intelligence feeds and sources and provides direct download links and live summaries. Cuckoo Sandbox is an analytics-driven tool and a pioneer in open-source automated malware analysis systems. Get to grips with cyber threat intelligence and data-driven threat hunting while exploring expert tips and techniques Key Features Set up an environment to cent Practical Threat Intelligence and Data-Driven Threat Hunting: A hands-on guide to threat hunting with the ATT&CK™ Framework and open source tools | Packt Publishing books | IEEE Xplore zcutter. Innovative cloud-based sandbox with full interactive access. The most mature threat hunting teams follow a hypothesis-based methodology that’s grounded in the scientific method of inquiry. We will also highlight several open source threat hunting projects to help speed up the development of your program. A set of online malware analysis tools, allows you to watch the research process and Jun 1, 2023 · STIX is probably the best-known format for automated threat intelligence feeds. Machinae. It includes our own interfaces for alerting, dashboards, hunting, PCAP, and case management. Capabilities. Not only Sep 6, 2023 · MISP. View only the fields you are concerned with from your logs. Jun 21, 2023 · Heimdal Access a FREE Demo. For an illustration of how different tools can perform threat hunting individually and as part of a suite of services, we can look at the packages offered by CrowdStrike. A number of the tools listed in this review are included in the SIEMonster package – namely, Elasticsearch, Kibana, and Wazuh. Sep 1, 2022 · Sandbox Scryer is an open-source tool for producing threat hunting and intelligence data from public sandbox detonation output. All the detection documents in this project follow the structure of MITRE ATT&CK categorizing post-compromise adversary behavior in tactical groups and are available in Several open source threat hunting tools have proven to be game-changers in the world of cybersecurity. Snort. Continue reading Apr 30, 2019 · National Council of ISACs: Member ISACs. Create new analytic rules, threat intelligence, and incidents based on your findings. " [1] This is in contrast to traditional threat management measures, such as firewalls, intrusion detection StrangeBee is a company co-founded by TheHive Project's Jérôme, Nabil and Thomas. It is a lean security platform empowering devs to own security for the product they are building from day zero. While these threat-hunting solutions are usually freely available online, choosing the correct one can be slightly tricky at times. Ghidra - Software Reverse Engineering Framework. Threat Hunting. Kaspersky Lab’s security researchers have placed KLara, a tool created internally to accelerate the search for related malware samples, into the open source domain for everyone to use. It integrates well with various threat hunting tools. fv pc gc ly xg oc um fm yc ka