JA4+ is a suite of network fingerprinting methods that are easy to use and easy to share. These methods are both human and machine readable to facilitate more effective threat-hunting and analysis. The use-cases for these fingerprints include scanning for threat actors, malware detection, session hijacking prevention, compliance automation, location tracking, DDoS detection, grouping of threat actors, reverse shell detection, and many more.
Please read this blog post for more details: JA4+ Network Fingerprinting
This repo includes JA4+ scripts in Python as well as Rust Binaries.
JA4+ support is being added to:
GreyNoise
Hunt
Driftnet
Darksail
with more to be announced...
| Application | JA4+ Fingerprints |
|---|---|
| Chrome | JA4=t13d1518h2_8daaf6152771_e5627efa2ab1 (TCP) JA4=q13d0310h3_55b375c5d22e_cd85d2d88918 (QUIC) |
| IcedID Malware Dropper | JA4H=ge11cn020000_9ed1ff1f7b03_cd8dafe26982 |
| IcedID Malware | JA4=t13d201100_2b729b4bf6f3_9e7b989ebec8 JA4S=t120300_c030_5e2616a54c73 |
| Sliver Malware | JA4=t13d190900_9dc949149365_97f8aa674fd9 JA4S=t130200_1301_a56c5b993250 JA4X=000000000000_4f24da86fad6_bf0f0589fc03 JA4X=000000000000_7c32fa18c13e_bf0f0589fc03 |
| Cobalt Strike | JA4H=ge11cn060000_4e59edc1297a_4da5efaf0cbd JA4X=2166164053c1_2166164053c1_30d204a01551 |
| SoftEther VPN | JA4=t13d880900_fcb5b95cb75a_b0d3b4ac2a14 (client) JA4S=t130200_1302_a56c5b993250 JA4X=d55f458d5a6c_d55f458d5a6c_0fc8c171b6ae |
| Evilginx | JA4=t13d191000_9dc949149365_e7c285222651 |
| Reverse SSH Shell | JA4SSH=c76s76_c71s59_c0s70 |
An official JA4+ database of fingerprints, associated applications and recommended detection logic is in the process of being built.
JA4+ is a set of simple yet powerful network fingerprints for multiple protocols that are both human and machine readable, facilitating improved threat-hunting and security analysis. If you are unfamiliar with network fingerprinting, I encourage you to read my blogs releasing JA3 here, JARM here, and this excellent blog by Fastly on the State of TLS Fingerprinting which outlines the history of the aforementioned along with their problems. JA4+ brings dedicated support, keeping the methods up-to-date as the industry changes.
All JA4+ fingerprints have an a_b_c format, delimiting the different sections that make up the fingerprint. This allows for hunting and detection utilizing just ab or ac or c only. If one wanted to just do analysis on incoming cookies into their app, they would look at JA4H_c only. This new locality-preserving format facilitates deeper and richer analysis while remaining simple, easy to use, and allowing for extensibility.
For example; GreyNoise is an internet listener that identifies internet scanners and is implementing JA4+ into their product. They have an actor who scans the internet with a constantly changing single TLS cipher. This generates a massive amount of completely different JA3 fingerprints but with JA4, only the b part of the JA4 fingerprint changes, parts a and c remain the same. As such, GreyNoise can track the actor by looking at the JA4_ac fingerprint (joining a+c, dropping b).
Current methods and implementation details:
JA4: TLS Client Fingerprinting
JA4S: TLS Server/Session Fingerprinting
JA4H: HTTP Client Fingerprinting
JA4L: Light Distance Locality
JA4X: X509 TLS Certificate Fingerprinting
JA4SSH: SSH Traffic Fingerprinting
Additional JA4+ methods are in the works...
JA4: TLS Client Fingerprinting is open-source, BSD 3-Clause, same as JA3. This allows any company or tool currently utilizing JA3 to immediately upgrade to JA4 without delay.
JA4+, which includes JA4S, JA4L, JA4H, JA4X, JA4SSH, and all future additions, are licensed under the FoxIO License 1.1. This license is permissive for most use cases, including for academic and internal business purposes, but is not permissive for monetization. If, for example, a company would like to use JA4+ internally to help secure their own company, then that is permitted. If, for example, a vendor would like to implement JA4+ into one of their products, they would need to purchase an OEM license from us.
Open-source projects can implement JA4+ as long as they reference the FoxIO License as it pertains to JA4+. Projects can achieve this in different ways such as simply adding the license to a NOTICE file that is referenced in the license file, see Arkime as an example. Or by calling JA4+ as a plugin residing within a separate repository.
This licensing allows us to provide JA4+ to the world in a way that is open and easily usable by most, but also provides us with a way to fund continued support, research into new methods, and the development of the upcoming JA4 Database. We want everyone to have the ability to utilize JA4+ and are happy to work with vendors and open-source projects to help make that happen.
Q: Why are you sorting the ciphers? Doesn’t the ordering matter?
A: It does but in our research we’ve found that applications and libraries choose a unique cipher list more than unique ordering. This also reduces the effectiveness of “cipher stunting,” a tactic of randomizing cipher ordering to prevent JA3 detection.
Q: Why are you sorting the extensions?
A: Earlier in 2023, Google updated Chromium browsers to randomize their extension ordering. Much like cipher stunting, this was a tactic to prevent JA3 detection and “make the TLS ecosystem more robust to changes.” Google was worried server implementers would assume the Chrome fingerprint would never change and end up building logic around it, which would cause issues whenever Google went to update Chrome.
So I want to make this clear: JA4 fingerprints will change as application TLS libraries are updated, about once a year. Do not assume fingerprints will remain constant in an environment where applications are updated. In any case, sorting the extensions gets around this and adding in Signature Algorithms preserves uniqueness.
Q: Doesn't TLS 1.3 make fingerprinting TLS clients harder?
A: No, it makes it easier! Since TLS 1.3, clients have had a much larger set of extensions and even though TLS1.3 only supports a few ciphers, browsers and applications still support many more.
John Althouse, with feedback from:
Josh Atkins
Jeff Atkinson
Joshua Alexander
W.
Joe Martin
Ben Higgins
Andrew Morris
Chris Ueland
Ben Schofield
Matthias Vallentin
Valeriy Vorotyntsev
Timothy Noel
Gary Lipsky
And engineers working at GreyNoise, Hunt, Google, ExtraHop, F5, Driftnet and others.
Contact John Althouse at john@foxio.io for licensing and questions.