The second version of the API removes the distribution of the SQLite3 database as it became very hard to scale it to the amount of data Fingerbank was keeping as it grew from 15MB to 1.9GB since fingerbank.inverse.ca was launched in 2014. This data is still kept by Fingerbank for continuous improvement of our device profiling rules but isn't distributed anymore. This database also wasn't adapted to the new behavioral analysis functionality as it will exponentially increment the amount of data Fingerbank is seeing.

There is a way to update the Fingerbank database manually in A3 by going to Configuration> Compliance> Combinations> Action> Update Fingerbank DB. A message stating that the update was started successfully will appear, and an email will come in about the outcome shortly.


Fingerbank Database Download


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This means users will most likely not be able to update the local Fingerbank database with a stock installation of A3. Creating an API key that runs this update automatically is a workaround for this issue.

Chewing on your fingerprints

To process, identify and count these fingerprints, we need the help of the fingerbank project who have collected DHCP fingerprints from all over the place.

An alternative to fingerprinting the TCP/IP stack implementation of an OS is to look at its DHCP implementation. Eric Kollmann (the creator of Satori) has written a great paper on DHCP fingerprinting titled Chatter on the Wire: A look at DHCP traffic. Eric's DHCP fingerprinting database is used in his tool Satori as well as in NetworkMiner.

A comprehensive and systematic literature search was conducted according to the PRISMA guidelines in multiple databases (MEDLINE via PubMed, Virtual Health Library, Embase, Scopus, Scielo, Cochrane, and Lilacs).

Aside from utilizing an internal database it is not likely that you will be able to do what you are asking. If you did decide to setup an internal database it may be prudent to utilize the serial number or another unique ID available for each machine.

It is very unlikely that you are dealing with MAC addresses only, you will almost definitely have an IP address for that device as well. When you do, you can fingerprint the DHCP behaviour to a level of accuracy that is quite scary. Most WiFi access point vendors do this. Visit [ ] for details on the database.

You must have an Internet connection to use the IoT application. If you have a firewall, it must be configured to allow access to the Device Fingerprinting Service (api.fingerbank.org), or the Zigbee Server at the Customer Site (e.g., Hotel).

I'm a Lead Architect working at Akamai where I lead the research and development team that works on PacketFence and Fingerbank, the two projects on which my team focuses. I still contribute actively to Fingerbank for which I planned and executed its transition from a simple text database to an API service that was initially powered by a Rails monolith which then became a multi-service container based application that uses Golang, Docker and Kubernetes while keeping some of the initial Rails components. fd2cebbec0

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