mnavaki / piitracker

PIITracker: Automatic Tracking of Personally Identifiable Information in Windows

PIITracker

PIITracker tracks Personally Identifiable Information (PII) automatically throughtout the system based on whole-system dynamic information flow tracking. PIITracker utelizes the taint engine in PANDA i.e. taint2 plugin, to track PII. PIITracker is based off PANDA commit 5606090f575a25e4de83af4e3c6a7f6f70050bf7.

PIITracker supports Windows 7 32-bit.

Install

To install the PANDA component of PIITracker, install all the required libraries to install PANDA as detailed in README_PANDA.md.

Once you have installed all the dependencies run the install script, found at qemu/build.sh.

PIITracker Plugin

PIITracker monitors specific function/system calls to introduce taint, and then utilizes the taint2 plugin to track PII.

This plugin can be found in the panda_plugins directory under the folder, PIITracker.

Running PIITracker

We can run PIITracker in two modes: 1. Real time 2. Record/Replay, but we only recommand using PIITracker in Record/Replay mode.

Record/Replay

In this mode, we first record PANDA traces and then replay that with PIITracker plugin loaded.

2.1 Record
    2.1.1 Start VM:
        $cd qemu/
        $sudo ./i386-softmmu/qemu-system-i386 -hda PATH_TO_VM_IMG/win7.qcow -m 1G --monitor stdio -netdev user,id=net0 -device e1000,netdev=net0 -vnc :1
    2.1.2 Start recording
        (qemu) begin_record record_name
    2.1.3 Stop recording
        (qemu) stop_record
    2.1.4 Exit QEMU
        (qemu) quit
2.2 Replay
    2.2.1 Start VM
        $cd qemu/
        $sudo ./i386-softmmu/qemu-system-i386 -replay record_name -m 1G --monitor stdio -netdev user,id=net0 -device e1000,netdev=net0 -panda PIITracker:pname=pocess.exe,taint_enable=true

Command Line Options

PIITracker plugin provides two input arguments:

1. pname

To specify the target process(es), to track its activities, 'pname' argument should be used.

    $sudo ./i386-softmmu/qemu-system-i386 -replay record_name -m 4048 --monitor stdio -netdev user,id=net0 -device e1000,netdev=net0 -panda PIITracker:pname=pocess1.exe-pocess2.exe

filters out the results for processes with pname=pocess1.exe and pname=pocess2.exe.

2. taint_enable

Taint engine has been disabled by default. If you need to enable taint engine, you only need to initiate *taint_enable* argument in the command line by "true". For example, the following command

    $sudo ./i386-softmmu/qemu-system-i386 -replay record_name -m 4048 --monitor stdio -netdev user,id=net0 -device e1000,netdev=net0 -panda PIITracker:pname=pocess.exe,taint_enable=true
    
enables taint engine and filters out the result for pocess.exe.

PIITracker Outputs

PIITracker plugin generates two outputs under the following directory:

    PATH_TO_PIITracker_DIR/panda/qemu/

These two outputs are as follows:

    1. PIITracker.log
       It used for debugging purposes.
       
    2. PIITracker.taint
       The actual output of PIITracker. If PIITracker catches that the target process sends any PII over the network, it will report it here.

Publications

• Meisam Navaki Arefi, Geoffrey Alexander, and Jedidiah R. Crandall. PIITracker: Automatic Tracking of Personally Identifiable Information in Windows. In the Proceedings of 11th European Workshop on Systems Security (EUROSEC 2018). Porto, Portugal. April 2018.

License

GPLv2

piitracker's Issues

How can I get the paper pdf?