The document discusses the emerging field of drone forensics, highlighting the popularity and risk of unmanned aerial vehicles (UAVs), as well as the challenges faced by researchers. It emphasizes the importance of analyzing all components of drones for effective forensics, as well as the need for law enforcement to be aware of and prepared for the data that can be retrieved from drones. The authors also mention the advancements in forensic tools that now support drone forensics and the need for increased awareness among various sectors regarding potential drone-related threats.

1. Drone
Forensics
ADITYA WIBISONO KUNCORO
by David Kovar and Joel Bollo
ISLAMIC UNIVERSITY OF INDONESIA

2. Popularity of Drone for several years
The risk and threats
Malicious actors reversed on the Unmanned Aerial
Vehicles
Investigating over drones incidents
UAV creates new forensics for challanges and
opportunities for researchers
Drone
Forensics
WHAT'S IN TOPIC

3. Popularity of Drone for several
years
Now among both hobbyists and professionals in a range industries, producing
stunning videography, superb survey maps and increasing tempo on interference
with manned aircraft operations.

4. The art and science
of UAV or Drone
forensics is
at the point where
mobile device
forensics was
10 years ago.

5. We must be able to analyze all of the
components, not just the drone, or the
mobile device, or the remote controller
Machine learning, artificial intelligence,
and the use swarms, are coming or are
already in use, the classic dual use
technology problem
for others to operationalize
Non-state, state, academic, and
commercial
organizations are all creating new
capabilities and demonstrating
possibilities
There are many vendors other than DJI,
in their home built drones
The Risk The Threats
3D printing, a global supply bin, "maker
spaces", and hackers will all help
enable one off, custom, or heavilty
modified drones that challenge our
ability to extract and analyze data and
other forensics evidence

6. Where is the Data ?
Physical
Evidence is on the physical
devices, the drone,
thebatteries, the sensor, the
remote controller, the ground
controll station, and on any
computers used to maintain
the drone or process its data
Process Flow
the data after the flight.
Derives from how an operator
prepares for a flight, conducts
it, and manages
and systems on the Internet.
Communication between
the drone,
the environment, its
supporting systems,

7. What Data is Available ?
THE MOBILE DEVICE USUALLY HAS A LESS ROBUST VERSION OF THE DATA ON THE
DRONE BUT ADDS MORE INFORMATION ABOUT THE USER’S ACTIONS, SUCH AS
SETTING WAYPOINTS AND CHANGING VIEWS IN THE APPLICATION.
Serial number of the
aircraft and
some components
Version numbers for
critical firmware
State change information such as
launch/
land, manual/waypoint operation, GPS
available or unavailable
Geo-location information for
critical locations
– launch, land, and home point
Flight track information

8. Actors reversed on
the Unmanned Aerial
Vehicles (UAV)
DJI is a Chinese technology company
headquartered in Shenzhen, Guangdong with
factories spread all over the world. DJI is
renowned as a manufacturer of drones for
videography and aerial photography.

9. Kovar & Associates purchased a DJI Mavic drone from a police auction site in the U.S.
It arrived intact but with signs that someone had started to disassemble it but stopped.
Continuing the process, we extracted an intact micro SD card and found over 30 flight
logs on the card, valuable evidence of where and how it had been operated. Many law
enforcement agencies are not aware of the volume and value of data present on drones
and on the supporting devices, so greater awareness is needed. Widely used mobile
forensic tools like XRY and Cellebrite now support drone forensics for many of the
most popular models.
INVESTIGATING OVER DRONES
INCIDENTS

10. via a mountable filesystem.
For forensically sound extraction the
card could be physically removed and imaged.
Alternatively, the drone could be put in “flight
data mode” and the files would be available
accessible via flight data mode.
Further investigation determined that
the log files had been moved to storage on the
flight controller and that they were no longer
option for extracting flight logs.
It is expected that this change in the user’s
ability to access flight logs on their own aircraft
will extend to some or all future models. If this
trend continues, exploits may be the best
Collecting
Evidence
from Drone
Forensics

11. As drones continue to advance in capabilities
and come into wider and wider use by both
legitimate users and by malicious actors, it is
essential that law enforcement, corrections,
security and military professionals increase
their levels of knowledge and preparedness
regarding drone threats, including the art
and science of drone forensics.
David Kovar and Joel Bollo