Skip to content

yue123161/PrivacyPreservingTrafficObfuscation

 
 

Repository files navigation

PrivacyPreservingTrafficObfuscation

This is the code described in "A Developer-Friendly Library for Smart Home IoT Privacy-Preserving Traffic Obfuscation" published at IoT S&P'18: ACM SIGCOMM 2018 Workshop on IoT Security and Privacy, August 20, 2018, Budapest, Hungary. The paper and an in-depth description of the library can be found here: https://dl.acm.org/doi/10.1145/3229565.3229567

This library is meant to be used by IoT developers to obfuscate the traffic sent by their devices. By "obfuscation", we meant that attackers should not be able to look at the shape of traffic and determine when a user is using the device.

We offer two solutions for different kinds of devices: high-latency devices and low-bandwidth low-latency devices. By high-latency devices, we mean devices whose functionality would not be affected by long delays. By low-bandwidth low-latency devices, we mean devices that do not send out large amounts of data at once and whose functionality would be affected by long delays. The high-latency device solution imposes developer-chosen distributions on the packet sizes and interpacket delays of traffic. The low-bandwidth low-latency device solution enforces a constant rate of traffic by using constant developer-specified packet size and interpacket delay. We imagine that developers may need to experiment with both libraries to see which is best suited to their device.

For our solution to work, both the client and server need to be using the code from our provided libraries. The client side creates a Sender object that is initialized with parameters that customize the solutions for each individual device. The high-latency solution constructor takes in a host and port to connect to, an argument that specifies whether the packet size distribution is a uniform or Gaussian distribution, and arguments that specify the distribution parameters for the packet size and interpacket delay distributions. The low-latency solution construction takes in a host and port to connect to, a constant packet size, and a constant interpacket delay. After calling the constructor, users should call the startPeriodicallySending() function. This will begin the periodic sending of messages. Then, they can call send(msg) to send messages. When they wish to stop sending periodically, they can call close(). The receiving side is much simpler. It takes in a socket and the connection conn returned by accept() as arguments. It replaces conn.recv().

The commented-out main functions can be used to run simple examples. The provided csv files are derived from traffic from real IoT devices.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 100.0%