SlideShare a Scribd company logo
1 of 15
Download to read offline
Liz Slocum Jensen
Connected Car Expert
Cloud Security Alliance, IoT Working Group
July 28, 2016
Connected Car Security and the Future of Transportation
• About me
• 4 basic types of connected cars
• 4 connected car hacks
• Overview of the Connected Car Landscape
• Security
• How car ownership is changing
• Looking forward to the autonomous car
• Questions
Agenda
@WhatLizTweets
About Me: Liz Slocum Jensen
CONNECTED CARSSECURITYBIG DATA
Ford Electrified 

Vehicle Hackathon,

Best Application
Smarter Driving, Finalist
20151999 2003 2005
2010
2013
2016
2014
PROJECTSEMPLOYMENT
4 Basic Types of Connected Cars
Vehicle-to-Vehicle (V2V) Vehicle-to-Infrastructure (V2I)
Vehicle-to-Mobile Vehicle-to-Cloud
Safety

Security

Communications

Entertainment
@WhatLizTweets
@WhatLizTweets
WHO: Department of Computer Science and Engineering at UC San Diego and
University of Washington
WHEN: 2010
KEY FINDINGS:
• Once the team was able to physically access the car via the media player,
diagnostics port, Bluetooth, or cellular, they were able to completely compromise
the car.
• The research team could access the systems by simply calling the car.
• Since the telematics system is Unix-based, they were able to get root access and
install an IRC channel.
RESEARCHER’S SUGGESTED ACTIONS:
• Use stack cookies to help detect an attack.
• Do not allow inbound calls. Instead, immediately call back a trusted number.
• Arbitrary ECUs should not be able to issue diagnostic and reflashing commands.
• Commands should only be accepted with some validation, and physical access to
the car should be required before dangerous commands are executed.
Experimental Attacks on Diagnostics, CD
Player, Bluetooth, Cellular Radio
@WhatLizTweets
WHO: University of South Carolina and Rutgers University
WHEN: 2010
WHAT: Tire Pressure Monitoring System
KEY FINDINGS:
• Reverse engineering in order to spoof and eavesdrop, specifically to track the
car location, is possible.
• There was no encryption in the TPMS.
• If hackers flooded the tire pressure ECU with packets, they disabled the ECU
and the ability for the alert to display in the dashboard. Even when this
happened, however, the car was still driveable.
• They were able to spoof the alert light for no more than 6 seconds.
RESEARCHER’S SUGGESTED ACTIONS
• Check for conflicting input information. For example, the system reported a low
pressure event through the tire pressure ECU, but the PSI reported was normal.
• Use encryption.
Tire Pressure Monitoring System (TPMS)
@WhatLizTweets
WHO: Dr. Charlie Miller and Chris Valasek 

WHEN: 2013

KEY FINDINGS:
• Spoofing is possible.

• It is possible to disable functions of the car by flooding it with arbitrary CAN
(Controller Area Network or the embedded network) packets.
The DARPA-funded hack of a Toyota Prius and Ford
Escape
Follow-up research on remote attacks
WHEN: 2014

KEY FINDINGS:
• Bluetooth is one of the biggest and most viable attack points of a car
because of its ubiquity.

• In-car apps and web browser technology are a significant threat, mostly
because they offer a familiar attack target that is already understood by those
who want to exploit it.
@WhatLizTweets
RESEARCHER’S SUGGESTED ACTIONS:
• Since remote attacks happen in multiple stages, they recommend that defense
be multi-staged.

• Secure the remote endpoints.

• Make it harder for the attacker to inject CAN messages immediately.

• For attack detection, monitor the rate of ECU messages for a noticeable
increase.

The DARPA-funded hack of a Toyota Prius and Ford
Escape..continued
@WhatLizTweets
Common Findings
• The car can be compromised remotely…but it is very time-
consuming and difficult to sustain.

• Systems varies from carmaker to carmaker, model to model, year
to year.

• Attacks are detectable.

• The car is still drivable after spoofing and ECU attacks.
@WhatLizTweets
The Connected Car is Hackable
What Carmakers and Suppliers Can Do
• Air Gap.
• Perform Over-the-Air (OTA) updates.
• Use encryption.
• Working with the hacker community:
• Challenge hackers to break your security with a bug bounty.
• Make it easy for a researcher to contact the company privately
about the exploit.
• Have a policy to fix exploits within a specific time period.
• Report the exploits publicly and give the researcher credit for
finding it, if desired.
Other resources:
https://www.iamthecavalry.org/domains/automotive/5star/
http://venturebeat.com/2016/06/27/the-5-scariest-car-hacks-including-some-that-could-make-you-crash/
Connected Cars Landscape
POWERED BY
Name
DESIGNED BY
Liz Slocum Jensen
April 2016
Consumer
(107)
Enterprise
(72)
Things
(54)
Shippr.in
theKarrier
Doorman
ThePorter
Lugg
Lets
transport
Delivery
(6)
Turo
FlightCar
Car Next
Door
Getaround
JustShareIt
PPzuche
Zify
Zen Car
Car Sharing
(9)
The Floow
Drivemode
Driving
Curve Inc
iOnRoad
Dash
MotorMate
Carandus Road
Rules
True
Mileage
Fuelly
Cellcontrol
Driver
Behavior
(11)
Lemur
Vehicle
Monitors
hum by
Verizon
CellAssist
Mojio
VoyomotiveAutomile
XGear
American
Automobile
Association
AutomaticZubie
ULU
Dash Labs Nebula
Systems
CarMD.
com
Diagnostics
(16)
Autopro
Automation
Consultants
Ford Sync
3
MirrorLink
BMW
iDrive
NissanConnect
Chevrolet
Mylink
Hyundai
Blue Link
GMC
IntelliLink
Kia UvoTesla
Infotainment
mbrace
Apple
CarPlay
Uconnect Toyota
Entune
Volvo
Sensus
Android
Auto
Infotainment Interface
(15)
Uber
Didi
Chuxing
Dadabus
Via
Bandwagon
Taxishare
Chariot
Shuddle Lyft
Wheeliz
Yidao
Yongche
HopSkipDrive
Boost
Jugnoo
51yongche
mytaxi
Tiantian
Yongche
Kabbee
Ride Hailing
(20)
InstavansKeepTruckin
smartShift
Technologies
ConvoyAutomile
Trucker
Path
Onfleet
Cargomatic
Maves
International
Software
ThePorter Transfix
Distribution/Logistics
(11) ChargePoint
PlugShare
StreetLight
Data
Factual
Volta
Industries
Streetline
Airsage EV
Connect
Smart Cities
(8)
Ingenie
Censio Driveway
Software
Nationwide
Building
Society
Metromile
Progressive
Insurance
D-rive by
Deloitte
Usage-Based
Insurance (9)
Security
(2)
State Farm
Insurance
CalAmpOmnitracs
SkyBitzDanlaw
RoadsenseFleet
Management
Solutions
Safety
Track
T
Dispatch
ConnectMZonar
Systems
Traffilog
GoFleet
Fleetmatics
Group
BigRoad
Teletrac
Safe Fleet
XGear
Vnomics FieldLogix
Fleet Tracking & Asset
Management (20)
TelogisDENSO
AgeroNNG
NEXCOM
International
Aeris
Communications
AryngaIMETRIK
MiX
Telematics
Smartcar
Verizon
Telematics
RealVNC
Airbiquity
FEVNovatel
Wireless
Jasper
Technologies
Abalta
Technologies
KORE
Telematics
Covisint
Telematic Service Providers
(19)
Volta
Industries
ChargePointPlugShare
EV Charging
(3)
ZipCar
UpshiftCity
CarShare
SilvercarZoomcar
Skurt Audi at
home
Local
Motion
Scoot
Networks
Shenzhou
Zhuanche
On
Demand
Rentals
(11)
JustPark
BestParking
Monkey
Parking
HonkMobile
PayBySky
Streetline
Cityzen
Data
Parclick
ParkWhiz
Parkopedia
Parkmobile
ParkMe
Parking
(12)
Drivr
Open-Taxi
TaxiStartup
Cabforce
Carpool
Arabia
CityfloBlaBlaCar
True
Mileage
UberCadillac
Autonomous
(9) Navdyi4driveMaking
Virtual
Solid -
California
Heads Up
Display (3)
TriLumina
Corp
Quanergy HIGH
MOBILITY
Roadar
Carvi Peloton
Technology
NAVX CalAmp Novatel
Wireless
Danlaw
Sensors/Hardware
(10)
Sensys
Networks
Vehicle to
Infrastructure
(1)
SKULLY NUVIZ
Wearables
(2) Magellan Panasonic
Automotive
Systems
TomTom
International
BV
HARMAN
Infotainment
CloudCar Pioneer
Electronics
Infotainment
Embedded
(10)
Dongle
(19)
Automatic
Munic
Dash Labs
Zubie Voyomotive
CarMD.
com
CellAssist
Lemur
Vehicle
Monitors
splitsecnd
XGear
ULU
Automile
hum by
Verizon
Mojio
Carvoyant
Vinli
OpenXC
Apps - Location
- Data (44)
Aha by
Harman
Aupeo IMS’
DriveSync
Infotainment
Applications (3) INRIX
LogiNext
Streetline
TrafficCast
StreetLight
Data
Cardinal
Optimization
Big Data
(6)
Progressive
Insurance
Automatic ULU Nebula
Systems
Mojio
Metromile Voyomotive hum by
Verizon
DriversitiState Farm
Insurance
Zubie Dash
Road
Rules
Zendrive
Driver Behavior
(14)
Nebula
Systems
Zubie
Cloud
Your Car
Android
Auto
Mojio
OpenXC
Munic
CarvoyantVinli Apple
CarPlay
Automatic
App Platform
(11)
Location/
Navigation (14)
Apple
Maps
Waze
Beat the
Traffic
Google
Maps
Swift
Navigation
MaponicsMapbox
HEREStreetLight
Data
MapmyIndiaTelenav IntuviGlympse GasBuddy
DENSO
ARPEGGiO
Samsung
Drive
Link
Bosch
mySPIN
Nvidia
Drive PX
Nebula
Systems
Cloud
Your Car
Torque
Tesla Self
Driving Car
Delphi
Advanced
Driver
Assistance
Audi
Piloted
Driving
Google
Self-Driving
Car
Ride Sharing/
Carpooling
(6)
Optimus
Ride
nuTonomy Zoox
ReachNow
Uber
Lyft
Argus Cybey
Security
InterWorking
Labs
Routing
Optimization
(3)
Cardinal
Optimization
Viamente Route4Me
Pogo
Bao
Pinche
@WhatLizTweets
Security Attacks are Detectable
Karamba
Security
Shuddle
Car Ownership is Changing
Car sharing
(Peer-to-Peer)
Rentals
Ride Hailing/Carpool Closed
Jignoo
(autorickshaw)
Bandwagon
(taxisharing)
SidecarVia
(van pooling)
PPZuche
Turo Getaround
OlaBlaBlaCar
Didi
Chuxing
Uber
@WhatLizTweets
@WhatLizTweets
Autonomous is Coming
Route Optimization
NuTonomy
Fleet Management
Quanergy
Traffic Intelligence
Sensors
Waze
Location/Navigation
Questions?
Liz Slocum Jensen
Twitter: @WhatLizTweets

More Related Content

What's hot

Connected Car Security
Connected Car SecurityConnected Car Security
Connected Car SecuritySuresh Mandava
 
Sept2015Connected Car short
Sept2015Connected Car shortSept2015Connected Car short
Sept2015Connected Car shortLaurent Gibert
 
Connected car solutions: one of the major business drivers for the automotive...
Connected car solutions: one of the major business drivers for the automotive...Connected car solutions: one of the major business drivers for the automotive...
Connected car solutions: one of the major business drivers for the automotive...Pierre Audoin Consultants
 
Connected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian ScenarioConnected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian ScenarioHCL Technologies
 
Connected Car as New Marketplace SxSW 2016
Connected Car as New Marketplace  SxSW 2016Connected Car as New Marketplace  SxSW 2016
Connected Car as New Marketplace SxSW 2016Jason Hoover
 
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...Lounge47
 
Alexa and the Connected Car
Alexa and the Connected CarAlexa and the Connected Car
Alexa and the Connected CarEmily (Hong) Lam
 
Connected Cars - Poster Child for the IoT Reality Check
Connected Cars - Poster Child for the IoT Reality CheckConnected Cars - Poster Child for the IoT Reality Check
Connected Cars - Poster Child for the IoT Reality CheckSecurity Innovation
 
Symphony Teleca - The Connected Car Revolution @ Cebit 2014
Symphony Teleca - The Connected Car Revolution @ Cebit 2014Symphony Teleca - The Connected Car Revolution @ Cebit 2014
Symphony Teleca - The Connected Car Revolution @ Cebit 2014Peter Decker
 
Current Landscape of Connected Car APIs
Current Landscape of Connected Car APIsCurrent Landscape of Connected Car APIs
Current Landscape of Connected Car APIsLiz Slocum
 
Connected Cars Are the Next Must Have Consumer Electronics Device
Connected Cars Are the Next Must Have Consumer Electronics DeviceConnected Cars Are the Next Must Have Consumer Electronics Device
Connected Cars Are the Next Must Have Consumer Electronics DeviceCisco Jasper
 
MONETIZING THE CONNECTED CAR, Citi 2013 Connected Car Symposium
MONETIZING  THE CONNECTED CAR, Citi 2013 Connected Car SymposiumMONETIZING  THE CONNECTED CAR, Citi 2013 Connected Car Symposium
MONETIZING THE CONNECTED CAR, Citi 2013 Connected Car SymposiumArynga
 
Connected Vehicle Webinar for Training
Connected Vehicle Webinar for Training Connected Vehicle Webinar for Training
Connected Vehicle Webinar for Training Elaina Farnsworth
 
Connected Car by Ashish Bhasin
Connected Car by Ashish BhasinConnected Car by Ashish Bhasin
Connected Car by Ashish BhasinAshish Bhasin
 
Building Beautiful High Performance Connected Car Applications
Building Beautiful High Performance Connected Car ApplicationsBuilding Beautiful High Performance Connected Car Applications
Building Beautiful High Performance Connected Car ApplicationsJason Wiener
 

What's hot (20)

Telefonica's 2014 connected car report
Telefonica's 2014 connected car reportTelefonica's 2014 connected car report
Telefonica's 2014 connected car report
 
Future Of Driving
Future Of DrivingFuture Of Driving
Future Of Driving
 
Connected Car Security
Connected Car SecurityConnected Car Security
Connected Car Security
 
Sept2015Connected Car short
Sept2015Connected Car shortSept2015Connected Car short
Sept2015Connected Car short
 
Connected car solutions: one of the major business drivers for the automotive...
Connected car solutions: one of the major business drivers for the automotive...Connected car solutions: one of the major business drivers for the automotive...
Connected car solutions: one of the major business drivers for the automotive...
 
Connected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian ScenarioConnected Cars - Use Cases for Indian Scenario
Connected Cars - Use Cases for Indian Scenario
 
Connected Car as New Marketplace SxSW 2016
Connected Car as New Marketplace  SxSW 2016Connected Car as New Marketplace  SxSW 2016
Connected Car as New Marketplace SxSW 2016
 
Connected car slides
Connected car slidesConnected car slides
Connected car slides
 
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...
IoT - CONNECTED CAR - TECHNOLOGY TRENDS & OPPORTUNITIES - Harsha Bagur, Rober...
 
Connected Cars: Automotive Technology M&A
Connected Cars: Automotive Technology M&AConnected Cars: Automotive Technology M&A
Connected Cars: Automotive Technology M&A
 
Connected vehicles
Connected vehiclesConnected vehicles
Connected vehicles
 
Alexa and the Connected Car
Alexa and the Connected CarAlexa and the Connected Car
Alexa and the Connected Car
 
Connected Cars - Poster Child for the IoT Reality Check
Connected Cars - Poster Child for the IoT Reality CheckConnected Cars - Poster Child for the IoT Reality Check
Connected Cars - Poster Child for the IoT Reality Check
 
Symphony Teleca - The Connected Car Revolution @ Cebit 2014
Symphony Teleca - The Connected Car Revolution @ Cebit 2014Symphony Teleca - The Connected Car Revolution @ Cebit 2014
Symphony Teleca - The Connected Car Revolution @ Cebit 2014
 
Current Landscape of Connected Car APIs
Current Landscape of Connected Car APIsCurrent Landscape of Connected Car APIs
Current Landscape of Connected Car APIs
 
Connected Cars Are the Next Must Have Consumer Electronics Device
Connected Cars Are the Next Must Have Consumer Electronics DeviceConnected Cars Are the Next Must Have Consumer Electronics Device
Connected Cars Are the Next Must Have Consumer Electronics Device
 
MONETIZING THE CONNECTED CAR, Citi 2013 Connected Car Symposium
MONETIZING  THE CONNECTED CAR, Citi 2013 Connected Car SymposiumMONETIZING  THE CONNECTED CAR, Citi 2013 Connected Car Symposium
MONETIZING THE CONNECTED CAR, Citi 2013 Connected Car Symposium
 
Connected Vehicle Webinar for Training
Connected Vehicle Webinar for Training Connected Vehicle Webinar for Training
Connected Vehicle Webinar for Training
 
Connected Car by Ashish Bhasin
Connected Car by Ashish BhasinConnected Car by Ashish Bhasin
Connected Car by Ashish Bhasin
 
Building Beautiful High Performance Connected Car Applications
Building Beautiful High Performance Connected Car ApplicationsBuilding Beautiful High Performance Connected Car Applications
Building Beautiful High Performance Connected Car Applications
 

Viewers also liked

Trans&logistics perspective v6
Trans&logistics perspective v6Trans&logistics perspective v6
Trans&logistics perspective v6James Harris
 
Automotive Exploitation Techniques by Craig Smith
Automotive Exploitation Techniques by Craig SmithAutomotive Exploitation Techniques by Craig Smith
Automotive Exploitation Techniques by Craig SmithShakacon
 
Lochbridge Connected Car Ecosystem
Lochbridge Connected Car EcosystemLochbridge Connected Car Ecosystem
Lochbridge Connected Car EcosystemRomil Bahl
 
Lochbridge Connected Car Maturity Model
Lochbridge Connected Car Maturity ModelLochbridge Connected Car Maturity Model
Lochbridge Connected Car Maturity ModelRomil Bahl
 
WSO2 @ Connected Car
WSO2 @ Connected CarWSO2 @ Connected Car
WSO2 @ Connected CarWSO2
 
Over-the-air (OTA) updates and the Connected car
Over-the-air (OTA) updates and the Connected carOver-the-air (OTA) updates and the Connected car
Over-the-air (OTA) updates and the Connected carPratik Desai, PhD
 
The Sharing Economy: Where We Go From Here
The Sharing Economy: Where We Go From HereThe Sharing Economy: Where We Go From Here
The Sharing Economy: Where We Go From HereLeo Burnett
 
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_en
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_enVector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_en
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_enRed Bend Software
 
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)Vision Critical
 
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...WSO2
 
Study: The New Sharing Economy
Study: The New Sharing EconomyStudy: The New Sharing Economy
Study: The New Sharing EconomyLatitude Research
 
802.11 mgt-opern
802.11 mgt-opern802.11 mgt-opern
802.11 mgt-opernakruthi k
 

Viewers also liked (16)

Cyber Security for the Connected Car
Cyber Security for the Connected Car Cyber Security for the Connected Car
Cyber Security for the Connected Car
 
Trans&logistics perspective v6
Trans&logistics perspective v6Trans&logistics perspective v6
Trans&logistics perspective v6
 
Automotive Exploitation Techniques by Craig Smith
Automotive Exploitation Techniques by Craig SmithAutomotive Exploitation Techniques by Craig Smith
Automotive Exploitation Techniques by Craig Smith
 
Lochbridge Connected Car Ecosystem
Lochbridge Connected Car EcosystemLochbridge Connected Car Ecosystem
Lochbridge Connected Car Ecosystem
 
Lochbridge Connected Car Maturity Model
Lochbridge Connected Car Maturity ModelLochbridge Connected Car Maturity Model
Lochbridge Connected Car Maturity Model
 
WSO2 @ Connected Car
WSO2 @ Connected CarWSO2 @ Connected Car
WSO2 @ Connected Car
 
Developing for the Connected Car
Developing for the Connected CarDeveloping for the Connected Car
Developing for the Connected Car
 
Connected car
Connected carConnected car
Connected car
 
Over-the-air (OTA) updates and the Connected car
Over-the-air (OTA) updates and the Connected carOver-the-air (OTA) updates and the Connected car
Over-the-air (OTA) updates and the Connected car
 
The Sharing Economy: Where We Go From Here
The Sharing Economy: Where We Go From HereThe Sharing Economy: Where We Go From Here
The Sharing Economy: Where We Go From Here
 
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_en
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_enVector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_en
Vector red bend_webinar_flashing_over_the_air_and_delta_technology_20140121_en
 
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)
Infographic: Sharing is the New Buying (How to Win in the Collaborative Economy)
 
Connected Car Technology
Connected Car TechnologyConnected Car Technology
Connected Car Technology
 
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...
WSO2Con US 2013 - One blueprint and a multitude of applications - How WSO2 Mi...
 
Study: The New Sharing Economy
Study: The New Sharing EconomyStudy: The New Sharing Economy
Study: The New Sharing Economy
 
802.11 mgt-opern
802.11 mgt-opern802.11 mgt-opern
802.11 mgt-opern
 

Similar to Connected Car Security and the Future of Transportation

Automobile platform technologies
Automobile platform technologiesAutomobile platform technologies
Automobile platform technologiesarchchaya
 
The Self-Driving Car
The Self-Driving CarThe Self-Driving Car
The Self-Driving CarFred Phillips
 
Countering Cybersecurity Risk in Today's IoT World
Countering Cybersecurity Risk in Today's IoT WorldCountering Cybersecurity Risk in Today's IoT World
Countering Cybersecurity Risk in Today's IoT WorldBrad Nicholas
 
From Driver Distraction to Driver Augmentation: Open Source in Cars
From Driver Distraction to Driver Augmentation: Open Source in CarsFrom Driver Distraction to Driver Augmentation: Open Source in Cars
From Driver Distraction to Driver Augmentation: Open Source in CarsAlison Chaiken
 
Autonomous driving system (ads)
Autonomous driving system (ads)Autonomous driving system (ads)
Autonomous driving system (ads)Justin Jacob
 
Why Cars Need Free Software
Why Cars Need Free SoftwareWhy Cars Need Free Software
Why Cars Need Free SoftwareAlison Chaiken
 
WHITE PAPER▶ Building Comprehensive Security Into Cars
WHITE PAPER▶ Building Comprehensive Security Into CarsWHITE PAPER▶ Building Comprehensive Security Into Cars
WHITE PAPER▶ Building Comprehensive Security Into CarsSymantec
 
Techprom presentation 1 6-18-9
Techprom presentation 1 6-18-9Techprom presentation 1 6-18-9
Techprom presentation 1 6-18-9Videotomsk
 
Safety check IoT Automobile
Safety check IoT AutomobileSafety check IoT Automobile
Safety check IoT AutomobileAkshank Shah
 
Techprom presentation 1 6-18-10
Techprom presentation 1 6-18-10Techprom presentation 1 6-18-10
Techprom presentation 1 6-18-10Videotomsk
 
[Webinar] Automotive Media Management in Future IVI Systems
[Webinar] Automotive Media Management in Future IVI Systems[Webinar] Automotive Media Management in Future IVI Systems
[Webinar] Automotive Media Management in Future IVI SystemsICS
 
Current state of automotive network security
Current state of automotive network securityCurrent state of automotive network security
Current state of automotive network securityFFRI, Inc.
 
Connected Cares: The Open Road For Hackers
Connected Cares: The Open Road For HackersConnected Cares: The Open Road For Hackers
Connected Cares: The Open Road For HackersFireEye, Inc.
 
connected-cars-the-open-road-for-hackers
connected-cars-the-open-road-for-hackersconnected-cars-the-open-road-for-hackers
connected-cars-the-open-road-for-hackersChristopher Porter
 

Similar to Connected Car Security and the Future of Transportation (20)

Automotive Hacking
Automotive Hacking Automotive Hacking
Automotive Hacking
 
Automobile platform technologies
Automobile platform technologiesAutomobile platform technologies
Automobile platform technologies
 
Auto_Security
Auto_SecurityAuto_Security
Auto_Security
 
The Self-Driving Car
The Self-Driving CarThe Self-Driving Car
The Self-Driving Car
 
Countering Cybersecurity Risk in Today's IoT World
Countering Cybersecurity Risk in Today's IoT WorldCountering Cybersecurity Risk in Today's IoT World
Countering Cybersecurity Risk in Today's IoT World
 
From Driver Distraction to Driver Augmentation: Open Source in Cars
From Driver Distraction to Driver Augmentation: Open Source in CarsFrom Driver Distraction to Driver Augmentation: Open Source in Cars
From Driver Distraction to Driver Augmentation: Open Source in Cars
 
Autonomous driving system (ads)
Autonomous driving system (ads)Autonomous driving system (ads)
Autonomous driving system (ads)
 
Automotive Telematics
Automotive TelematicsAutomotive Telematics
Automotive Telematics
 
Automotive Cybersecurity: The Gap Still Exists
Automotive Cybersecurity: The Gap Still ExistsAutomotive Cybersecurity: The Gap Still Exists
Automotive Cybersecurity: The Gap Still Exists
 
Why Cars Need Free Software
Why Cars Need Free SoftwareWhy Cars Need Free Software
Why Cars Need Free Software
 
WHITE PAPER▶ Building Comprehensive Security Into Cars
WHITE PAPER▶ Building Comprehensive Security Into CarsWHITE PAPER▶ Building Comprehensive Security Into Cars
WHITE PAPER▶ Building Comprehensive Security Into Cars
 
AICAS Automotive Insurance
AICAS Automotive InsuranceAICAS Automotive Insurance
AICAS Automotive Insurance
 
Techprom presentation 1 6-18-9
Techprom presentation 1 6-18-9Techprom presentation 1 6-18-9
Techprom presentation 1 6-18-9
 
Safety check IoT Automobile
Safety check IoT AutomobileSafety check IoT Automobile
Safety check IoT Automobile
 
Techprom presentation 1 6-18-10
Techprom presentation 1 6-18-10Techprom presentation 1 6-18-10
Techprom presentation 1 6-18-10
 
[Webinar] Automotive Media Management in Future IVI Systems
[Webinar] Automotive Media Management in Future IVI Systems[Webinar] Automotive Media Management in Future IVI Systems
[Webinar] Automotive Media Management in Future IVI Systems
 
2014 MATC Spring Lecture Series: Chris Schwarz
2014 MATC Spring Lecture Series: Chris Schwarz2014 MATC Spring Lecture Series: Chris Schwarz
2014 MATC Spring Lecture Series: Chris Schwarz
 
Current state of automotive network security
Current state of automotive network securityCurrent state of automotive network security
Current state of automotive network security
 
Connected Cares: The Open Road For Hackers
Connected Cares: The Open Road For HackersConnected Cares: The Open Road For Hackers
Connected Cares: The Open Road For Hackers
 
connected-cars-the-open-road-for-hackers
connected-cars-the-open-road-for-hackersconnected-cars-the-open-road-for-hackers
connected-cars-the-open-road-for-hackers
 

Recently uploaded

Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Farhan Tariq
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Landscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfLandscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfAarwolf Industries LLC
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Mark Goldstein
 
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...BookNet Canada
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfNeo4j
 
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotes
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotesMuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotes
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotesManik S Magar
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Hiroshi SHIBATA
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality AssuranceInflectra
 
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Jeffrey Haguewood
 
A Glance At The Java Performance Toolbox
A Glance At The Java Performance ToolboxA Glance At The Java Performance Toolbox
A Glance At The Java Performance ToolboxAna-Maria Mihalceanu
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Mark Simos
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Nikki Chapple
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesKari Kakkonen
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observabilityitnewsafrica
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterMydbops
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 

Recently uploaded (20)

Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Landscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfLandscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdf
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
 
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdf
 
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotes
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotesMuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotes
MuleSoft Online Meetup Group - B2B Crash Course: Release SparkNotes
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024Long journey of Ruby standard library at RubyConf AU 2024
Long journey of Ruby standard library at RubyConf AU 2024
 
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance[Webinar] SpiraTest - Setting New Standards in Quality Assurance
[Webinar] SpiraTest - Setting New Standards in Quality Assurance
 
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
Email Marketing Automation for Bonterra Impact Management (fka Social Solutio...
 
A Glance At The Java Performance Toolbox
A Glance At The Java Performance ToolboxA Glance At The Java Performance Toolbox
A Glance At The Java Performance Toolbox
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
 
Testing tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examplesTesting tools and AI - ideas what to try with some tool examples
Testing tools and AI - ideas what to try with some tool examples
 
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security ObservabilityGlenn Lazarus- Why Your Observability Strategy Needs Security Observability
Glenn Lazarus- Why Your Observability Strategy Needs Security Observability
 
Scale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL RouterScale your database traffic with Read & Write split using MySQL Router
Scale your database traffic with Read & Write split using MySQL Router
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 

Connected Car Security and the Future of Transportation

  • 1. Liz Slocum Jensen Connected Car Expert Cloud Security Alliance, IoT Working Group July 28, 2016 Connected Car Security and the Future of Transportation
  • 2. • About me • 4 basic types of connected cars • 4 connected car hacks • Overview of the Connected Car Landscape • Security • How car ownership is changing • Looking forward to the autonomous car • Questions Agenda @WhatLizTweets
  • 3. About Me: Liz Slocum Jensen CONNECTED CARSSECURITYBIG DATA Ford Electrified Vehicle Hackathon, Best Application Smarter Driving, Finalist 20151999 2003 2005 2010 2013 2016 2014 PROJECTSEMPLOYMENT
  • 4. 4 Basic Types of Connected Cars Vehicle-to-Vehicle (V2V) Vehicle-to-Infrastructure (V2I) Vehicle-to-Mobile Vehicle-to-Cloud Safety Security Communications Entertainment @WhatLizTweets
  • 5. @WhatLizTweets WHO: Department of Computer Science and Engineering at UC San Diego and University of Washington WHEN: 2010 KEY FINDINGS: • Once the team was able to physically access the car via the media player, diagnostics port, Bluetooth, or cellular, they were able to completely compromise the car. • The research team could access the systems by simply calling the car. • Since the telematics system is Unix-based, they were able to get root access and install an IRC channel. RESEARCHER’S SUGGESTED ACTIONS: • Use stack cookies to help detect an attack. • Do not allow inbound calls. Instead, immediately call back a trusted number. • Arbitrary ECUs should not be able to issue diagnostic and reflashing commands. • Commands should only be accepted with some validation, and physical access to the car should be required before dangerous commands are executed. Experimental Attacks on Diagnostics, CD Player, Bluetooth, Cellular Radio
  • 6. @WhatLizTweets WHO: University of South Carolina and Rutgers University WHEN: 2010 WHAT: Tire Pressure Monitoring System KEY FINDINGS: • Reverse engineering in order to spoof and eavesdrop, specifically to track the car location, is possible. • There was no encryption in the TPMS. • If hackers flooded the tire pressure ECU with packets, they disabled the ECU and the ability for the alert to display in the dashboard. Even when this happened, however, the car was still driveable. • They were able to spoof the alert light for no more than 6 seconds. RESEARCHER’S SUGGESTED ACTIONS • Check for conflicting input information. For example, the system reported a low pressure event through the tire pressure ECU, but the PSI reported was normal. • Use encryption. Tire Pressure Monitoring System (TPMS)
  • 7. @WhatLizTweets WHO: Dr. Charlie Miller and Chris Valasek WHEN: 2013 KEY FINDINGS: • Spoofing is possible. • It is possible to disable functions of the car by flooding it with arbitrary CAN (Controller Area Network or the embedded network) packets. The DARPA-funded hack of a Toyota Prius and Ford Escape Follow-up research on remote attacks WHEN: 2014 KEY FINDINGS: • Bluetooth is one of the biggest and most viable attack points of a car because of its ubiquity. • In-car apps and web browser technology are a significant threat, mostly because they offer a familiar attack target that is already understood by those who want to exploit it.
  • 8. @WhatLizTweets RESEARCHER’S SUGGESTED ACTIONS: • Since remote attacks happen in multiple stages, they recommend that defense be multi-staged. • Secure the remote endpoints. • Make it harder for the attacker to inject CAN messages immediately. • For attack detection, monitor the rate of ECU messages for a noticeable increase. The DARPA-funded hack of a Toyota Prius and Ford Escape..continued
  • 9. @WhatLizTweets Common Findings • The car can be compromised remotely…but it is very time- consuming and difficult to sustain. • Systems varies from carmaker to carmaker, model to model, year to year. • Attacks are detectable. • The car is still drivable after spoofing and ECU attacks.
  • 10. @WhatLizTweets The Connected Car is Hackable What Carmakers and Suppliers Can Do • Air Gap. • Perform Over-the-Air (OTA) updates. • Use encryption. • Working with the hacker community: • Challenge hackers to break your security with a bug bounty. • Make it easy for a researcher to contact the company privately about the exploit. • Have a policy to fix exploits within a specific time period. • Report the exploits publicly and give the researcher credit for finding it, if desired. Other resources: https://www.iamthecavalry.org/domains/automotive/5star/ http://venturebeat.com/2016/06/27/the-5-scariest-car-hacks-including-some-that-could-make-you-crash/
  • 11. Connected Cars Landscape POWERED BY Name DESIGNED BY Liz Slocum Jensen April 2016 Consumer (107) Enterprise (72) Things (54) Shippr.in theKarrier Doorman ThePorter Lugg Lets transport Delivery (6) Turo FlightCar Car Next Door Getaround JustShareIt PPzuche Zify Zen Car Car Sharing (9) The Floow Drivemode Driving Curve Inc iOnRoad Dash MotorMate Carandus Road Rules True Mileage Fuelly Cellcontrol Driver Behavior (11) Lemur Vehicle Monitors hum by Verizon CellAssist Mojio VoyomotiveAutomile XGear American Automobile Association AutomaticZubie ULU Dash Labs Nebula Systems CarMD. com Diagnostics (16) Autopro Automation Consultants Ford Sync 3 MirrorLink BMW iDrive NissanConnect Chevrolet Mylink Hyundai Blue Link GMC IntelliLink Kia UvoTesla Infotainment mbrace Apple CarPlay Uconnect Toyota Entune Volvo Sensus Android Auto Infotainment Interface (15) Uber Didi Chuxing Dadabus Via Bandwagon Taxishare Chariot Shuddle Lyft Wheeliz Yidao Yongche HopSkipDrive Boost Jugnoo 51yongche mytaxi Tiantian Yongche Kabbee Ride Hailing (20) InstavansKeepTruckin smartShift Technologies ConvoyAutomile Trucker Path Onfleet Cargomatic Maves International Software ThePorter Transfix Distribution/Logistics (11) ChargePoint PlugShare StreetLight Data Factual Volta Industries Streetline Airsage EV Connect Smart Cities (8) Ingenie Censio Driveway Software Nationwide Building Society Metromile Progressive Insurance D-rive by Deloitte Usage-Based Insurance (9) Security (2) State Farm Insurance CalAmpOmnitracs SkyBitzDanlaw RoadsenseFleet Management Solutions Safety Track T Dispatch ConnectMZonar Systems Traffilog GoFleet Fleetmatics Group BigRoad Teletrac Safe Fleet XGear Vnomics FieldLogix Fleet Tracking & Asset Management (20) TelogisDENSO AgeroNNG NEXCOM International Aeris Communications AryngaIMETRIK MiX Telematics Smartcar Verizon Telematics RealVNC Airbiquity FEVNovatel Wireless Jasper Technologies Abalta Technologies KORE Telematics Covisint Telematic Service Providers (19) Volta Industries ChargePointPlugShare EV Charging (3) ZipCar UpshiftCity CarShare SilvercarZoomcar Skurt Audi at home Local Motion Scoot Networks Shenzhou Zhuanche On Demand Rentals (11) JustPark BestParking Monkey Parking HonkMobile PayBySky Streetline Cityzen Data Parclick ParkWhiz Parkopedia Parkmobile ParkMe Parking (12) Drivr Open-Taxi TaxiStartup Cabforce Carpool Arabia CityfloBlaBlaCar True Mileage UberCadillac Autonomous (9) Navdyi4driveMaking Virtual Solid - California Heads Up Display (3) TriLumina Corp Quanergy HIGH MOBILITY Roadar Carvi Peloton Technology NAVX CalAmp Novatel Wireless Danlaw Sensors/Hardware (10) Sensys Networks Vehicle to Infrastructure (1) SKULLY NUVIZ Wearables (2) Magellan Panasonic Automotive Systems TomTom International BV HARMAN Infotainment CloudCar Pioneer Electronics Infotainment Embedded (10) Dongle (19) Automatic Munic Dash Labs Zubie Voyomotive CarMD. com CellAssist Lemur Vehicle Monitors splitsecnd XGear ULU Automile hum by Verizon Mojio Carvoyant Vinli OpenXC Apps - Location - Data (44) Aha by Harman Aupeo IMS’ DriveSync Infotainment Applications (3) INRIX LogiNext Streetline TrafficCast StreetLight Data Cardinal Optimization Big Data (6) Progressive Insurance Automatic ULU Nebula Systems Mojio Metromile Voyomotive hum by Verizon DriversitiState Farm Insurance Zubie Dash Road Rules Zendrive Driver Behavior (14) Nebula Systems Zubie Cloud Your Car Android Auto Mojio OpenXC Munic CarvoyantVinli Apple CarPlay Automatic App Platform (11) Location/ Navigation (14) Apple Maps Waze Beat the Traffic Google Maps Swift Navigation MaponicsMapbox HEREStreetLight Data MapmyIndiaTelenav IntuviGlympse GasBuddy DENSO ARPEGGiO Samsung Drive Link Bosch mySPIN Nvidia Drive PX Nebula Systems Cloud Your Car Torque Tesla Self Driving Car Delphi Advanced Driver Assistance Audi Piloted Driving Google Self-Driving Car Ride Sharing/ Carpooling (6) Optimus Ride nuTonomy Zoox ReachNow Uber Lyft Argus Cybey Security InterWorking Labs Routing Optimization (3) Cardinal Optimization Viamente Route4Me Pogo Bao Pinche
  • 12. @WhatLizTweets Security Attacks are Detectable Karamba Security
  • 13. Shuddle Car Ownership is Changing Car sharing (Peer-to-Peer) Rentals Ride Hailing/Carpool Closed Jignoo (autorickshaw) Bandwagon (taxisharing) SidecarVia (van pooling) PPZuche Turo Getaround OlaBlaBlaCar Didi Chuxing Uber @WhatLizTweets
  • 14. @WhatLizTweets Autonomous is Coming Route Optimization NuTonomy Fleet Management Quanergy Traffic Intelligence Sensors Waze Location/Navigation