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Distributed CRDT based RFID door authentication system with LDAP based users

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Gatekeeper

This is a remake of an existing project at the Computer Science House also called Gatekeeper. Gatekeeper is a service that provides our members access to specific rooms through their iButtons. Doors are equipped with readers, and are set to disable the lock for a few seconds when a valid iButton is presented to a door.

This implementation aims to make several improvements over the current implementation. Specifically the improvements are:

  • This is designed to use RFID instead of iButtons
  • Has a local cache of all RFID -> user mappings, and is thus resilient to network downtime
  • Has no central server to depend on, besides LDAP
  • When a door discovers a new RFID tag addition or deletion, it is shared with all other doors, thus minimizing communication with the LDAP server

The project is written in Haskell, and the local cache is implemented using an Observed-Removed Set CRDT, which is defined in this paper. All nodes check the LDAP server for changes, at random intervals and independent of each other.

This project is intended to run on a BeagleBone Black, and use an RFID reader from Sparkfun.

A non-exhaustive list of features and behaviors, only some of which are currently implemented, and many of which are not fully thought out:

  • With the exception of LDAP, the service is fully distributed and not reliant on any server.
  • New services that wish to use RFID tags for authentication could just join the CRDT cluster, and receive updates to the set for free. I intend to provide a library written in Haskell that exposes C bindings to facilitate exactly this.
  • By nature of the properties of a CRDT, all operations are local and atomic, and therefore immediate, and reconciling differences between doors is easy.
  • When an individual node is unable to reach the rest of the nodes for updates, it will stop allowing access to a room after some timeout period. If a network cable gets borrowed for 5 minutes service will be uninterrupted, and if someone disconnects a door with malicious intent there will not be a security hole for a large amount of time.
  • Periodic heartbeats to other nodes will make sure all nodes are online, and the cluster will send emails if a door is offline for a significant period of time.
  • Periodic heartbeats will include hashes of the entire data set, and a merkle tree will be used to pinpoint the missing data if two door's sets have diverged.
  • SSL connections and pre-agreed upon secrets will be utilized to prevent snooping of any of the RFID tags or member usernames.
  • Each door will host a site providing access logs for all doors, and controls to temporarily or permanently lock or unlock any given door. Traffic to the site will be load balanced across doors.
  • The weak consistency guarantees of a CRDT results in changes not being guaranteed to be immediate (although in practice with this implementation and CSH's network they will probably always appear to be, barring any network partitions). This is accounted for with the heartbeats and timeouts.
  • Each door's secret could also be unique to the door, and LDAP credentials could be fetched from members of the cluster when joining using this secret, preventing such credentials from being stored on an easily stealable piece of hardware.
  • When a door is noticed to have gone offline, and an email is sent stating so, a link could be generated to provide an easy way to invalidate a door's secret, so it will be unable to fetch RFID tags or usernames or LDAP credentials upon return to the network.
  • RFID -> username mappings are only held in memory. In the event of a door powering off, these are lost. Thus shutting off a door and carrying away the hardware means you can't get at the mappings.
  • If all nodes go offline, and none remain available to send the set to new nodes, the first node back online will pull the entire set from LDAP.
  • One possible behavior could be detecting when the LDAP server is unavailable, and exposing controls to specific members on the site to add or remove RFID tags. This means that when LDAP goes offline, we will still have the ability to revoke someone's access to a room, instead of having to endure either a service outage or a security hole. All changes made during this period would probably only be temporary until the LDAP server became available again, so I can avoid dealing with writing to LDAP.
  • Doors will still be able to be restricted to a subset of members. Perhaps based on LDAP groups?

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Distributed CRDT based RFID door authentication system with LDAP based users

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