frap-dataset
In vul-experimental-data
folder, we have experimental datasets of 11 different exploits.
Within each exploit folder, we have the following folders:
bad-behv
: contains raw provenance data of the experiment whose vulnerability was being exploited when running; this dataset is used for testing.good-behv
: contains raw provenance data of the experiment with normal behavior; this dataset is used for semi-supervised trainingvalidate
: contains also good behavior of the experiment; this dataset is used for cross-validation. Data in this folder are not the same as the ones ingood-behv
.mix-behv
: contains a mixture of good and bad behavior; this dataset is used for testing as well.
All vulnerabilities should work on dennisli1/frapbox, which has operating system fedora 25, camflow 4.11.6 installed, and virtualbox guest additions 5.1.22 installed. As for the requirement of the host machines, they should have VirtualBox 5.1.22 installed, otherwise there will be a virtualbox guest additions compatibility issue, which will cause shared folder issue. However, this can be solved by vagrant-vbguest plugin. But, if the kernel development module is not named exactly as kernel-devel-uname -r
, it will complain not finding the kernel-devel and fail to upgrade/downgrade the guest additions on the VM to match the version on the host.
However, dennisli1/frapbox does not have the latest camflow 4.12.4 installed, because it only works on feodra26. And, /etc/camflow-machine_id and /etc/camflow-boot_id were not deleted before repackaging the box, resulting in the same camflow-machine_id file and the same camflow-boot_id file in every VM using this box.
In an attempt to remove both files before repackaging and updating camflow to the lastest version 4.12.4, the new box dennisli1/frapboxfc26 VMs boot up with different machine ids every time. However, there are several issues with fedora26. First, reboot seems to be a problem. The OS gets stuck on or before the login page without a clear pattern (mostly happen after the second reboot). Second, for some exploits to work, it has to have certain versions of the kernel libraries installed, but they can't be downgraded directly using dnf simply because the repository does not contain the older versions. In an attempt to remove them and install the older versions through rpm packages, some of kernel libraries can't be removed through dnf due to the consequences of removing "protected packages" like the program sudo.
List of vulnerabilities:
wget
: CVE-2016-4971nagios
: CVE-2016-9566MySQL / MariaDB / Percona Race Condition
: CVE-2016-6663 / (Oracle) CVE-2016-5616MySQL / MariaDB / Percona Root Privilege Escalation
: CVE-2016-6664 / (Oracle) CVE-2016-5617Apache Tomcat Root Privilege Escalation
: CVE-2016-5425Ruby OOM Server Crash
: https://bugs.ruby-lang.org/issues/11692