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Home Security Map of the World
Avast in Collaboration with Stanford University
1
2
All Things Considered:
An Analysis of IoT Devices
on Home Networks
Deepak Kumar, University of Illinois at Urbana-Champaign;
Kelly Shen and Benton Case, Stanford University;
Deepali Garg, Galina Alperovich, Dmitry Kuznetsov, and
Rajarshi Gupta, Avast Software s.r.o.;
Zakir Durumeric, Stanford University
Device distribution
Stanford University and Avast joint research to understand
what the smart homes of the world look like today.
Analyzing home network data from:
83 million devices in 16 million homes_
Goal
3
IoT distribution
Vendor landscape Vulnerabilities in home devices
4
Methodology
● 290M Avast PC Users
● 55M use Wi-Fi Inspector
● 16M scans in December 2018
Wi-Fi Inspector
Scans home network and the
devices connected to it
Consent to participate in research
5
We only collect statistics about
homes where the user
explicitly agreed to share data
for research purposes
6
How much data do we have?
Global United States
Number of households 15.5M 1.0M
Network devices 18.1M 1.4M
Computers 24.4M 1.6M
Phones 23.3M 1.9M
IoT devices 9.5M 1.9M
Shape of a Modern Home
7
Globally one third of homes have an IoT device
8
9
66% of homes in N. America have at least one IoT device
25% of homes in N. America have 3 or more IoT devices
25% of homes in North America have more than 2 devices
9% of homes in N. America have 5 or more IoT devices
IoT adoption varies significantly across world regions
10
IoT Analysis
11
Globally one third of homes have an IoT device
12
13
Varied regional preferences for IoT devices
100 manufacturers account for over 90% of devices
14
94%
• 100 vendors account
for more than 90% of
devices
• 400 vendors account
for more than 99% of
devices
Game Console: Little Regional Variance in Vendors
North America
Vendor %
Microsoft 39%
Nintendo 19%
Azurewave 11%
Sony 9%
Honhai 8%
Other 14%
Western + Northern Europe
Vendor %
Microsoft 30%
Nintendo 22%
Sony 14%
Honhai 11%
Azurewave 8%
Other 15%
South East Asia
Vendor %
Microsoft 44%
Nintendo 11%
Honhai 11%
Azurewave 10%
Sony 6%
Other 18%
There are few manufacturers of Game Consoles and their popularity is similar across regions.
Media Devices: Major Regional Variance in Vendors
North America
Vendor %
Roku 17%
Amazon 10%
Samsung 9%
Apple 5%
Google 5%
Other 54%
Western + Northern Europe
Vendor %
Sagem 15%
Samsung 14%
Freebox 9%
Google 6%
Azurewave 8%
Other 15%
South East Asia
Vendor %
Samsung 19%
Honhai 10%
ZTE 10%
LG 10%
Wistron Neweb 4%
Other 47%
There are many manufacturers of Media Devices and their popularity varies across regions.
Routers: Major Regional Variance in Vendors
North America
Vendor %
Arris 16%
Cisco 8%
Sagem 5%
Actiontec 4%
TP-Link 4%
Other 63%
Western + Northern Europe
Vendor %
Sagem 18%
Freebox 9%
AVM 5%
Huawei 5%
TP-Link 3%
Other 60%
South East Asia
Vendor %
TP-Link 18%
Huawei 14%
ZTE 12%
Fiberhome 5%
Mikrotic 4%
Other 47%
There are many manufacturers of Routers and their popularity varies across regions.
Vulnerabilities
18
Open FTP and weak FTP credentials are prevalent
19
8.7%
Nearly 20% of work appliances have open Telnet
20
Open and weak HTTP credentials are very common:
Case study of one popular router vendor
21

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Home Security Map of the World

  • 1. Home Security Map of the World Avast in Collaboration with Stanford University 1
  • 2. 2 All Things Considered: An Analysis of IoT Devices on Home Networks Deepak Kumar, University of Illinois at Urbana-Champaign; Kelly Shen and Benton Case, Stanford University; Deepali Garg, Galina Alperovich, Dmitry Kuznetsov, and Rajarshi Gupta, Avast Software s.r.o.; Zakir Durumeric, Stanford University
  • 3. Device distribution Stanford University and Avast joint research to understand what the smart homes of the world look like today. Analyzing home network data from: 83 million devices in 16 million homes_ Goal 3 IoT distribution Vendor landscape Vulnerabilities in home devices
  • 4. 4 Methodology ● 290M Avast PC Users ● 55M use Wi-Fi Inspector ● 16M scans in December 2018 Wi-Fi Inspector Scans home network and the devices connected to it
  • 5. Consent to participate in research 5 We only collect statistics about homes where the user explicitly agreed to share data for research purposes
  • 6. 6 How much data do we have? Global United States Number of households 15.5M 1.0M Network devices 18.1M 1.4M Computers 24.4M 1.6M Phones 23.3M 1.9M IoT devices 9.5M 1.9M
  • 7. Shape of a Modern Home 7
  • 8. Globally one third of homes have an IoT device 8
  • 9. 9 66% of homes in N. America have at least one IoT device 25% of homes in N. America have 3 or more IoT devices 25% of homes in North America have more than 2 devices 9% of homes in N. America have 5 or more IoT devices
  • 10. IoT adoption varies significantly across world regions 10
  • 12. Globally one third of homes have an IoT device 12
  • 14. 100 manufacturers account for over 90% of devices 14 94% • 100 vendors account for more than 90% of devices • 400 vendors account for more than 99% of devices
  • 15. Game Console: Little Regional Variance in Vendors North America Vendor % Microsoft 39% Nintendo 19% Azurewave 11% Sony 9% Honhai 8% Other 14% Western + Northern Europe Vendor % Microsoft 30% Nintendo 22% Sony 14% Honhai 11% Azurewave 8% Other 15% South East Asia Vendor % Microsoft 44% Nintendo 11% Honhai 11% Azurewave 10% Sony 6% Other 18% There are few manufacturers of Game Consoles and their popularity is similar across regions.
  • 16. Media Devices: Major Regional Variance in Vendors North America Vendor % Roku 17% Amazon 10% Samsung 9% Apple 5% Google 5% Other 54% Western + Northern Europe Vendor % Sagem 15% Samsung 14% Freebox 9% Google 6% Azurewave 8% Other 15% South East Asia Vendor % Samsung 19% Honhai 10% ZTE 10% LG 10% Wistron Neweb 4% Other 47% There are many manufacturers of Media Devices and their popularity varies across regions.
  • 17. Routers: Major Regional Variance in Vendors North America Vendor % Arris 16% Cisco 8% Sagem 5% Actiontec 4% TP-Link 4% Other 63% Western + Northern Europe Vendor % Sagem 18% Freebox 9% AVM 5% Huawei 5% TP-Link 3% Other 60% South East Asia Vendor % TP-Link 18% Huawei 14% ZTE 12% Fiberhome 5% Mikrotic 4% Other 47% There are many manufacturers of Routers and their popularity varies across regions.
  • 19. Open FTP and weak FTP credentials are prevalent 19 8.7%
  • 20. Nearly 20% of work appliances have open Telnet 20
  • 21. Open and weak HTTP credentials are very common: Case study of one popular router vendor 21