Pen-testing IoT Devices for Vulnerabilities

Pen-testing IoT Devices for Vulnerabilities

April 14, 2020
Green Alert
Last Update posted on
February 3, 2024
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The ‘S’ in IoT

Urban dictionary defines IoT as: an acronym for “Internet of Things”, e.g. everyday objects (such as light bulbs or refrigerators) that can be accessed and possibly controlled via the Internet. The letter ‘s’ in the acronym stands for data and communication security.

 

Still wondering where the ‘s’ is?

Although the security of IoT devices demands immediate attention, the abundance of these devices has resulted in the lack thereof. There are more than 40 Billion connected devices at present, and every day a significant number of IoT devices are deployed. 

Internet routers, smart TVs, watches, refrigerators, speakers, and security systems such as cameras and home automation devices, are the most common IoT devices. Some of the lesser-known examples are smart vending machine services like BigBasket’s BBInsta, smart electricity meters, bluetooth-activated rental scooters such as Vogo and Bounce, and smart RO water purifiers like DrinkPrime. And most of these devices have already become indispensable parts of our lives. 

 

Why is it important to secure IoT devices?

The growing demand for smart devices makes it essential to prioritize its security. However, the following reasons are also notable:

 

1. Prolonged use:

Unlike other technological devices, connected devices are used for a longer period of time – ADSL Broadband routers released in the late 2000s with software components from early 2000s are still alive and online. However, most of these devices  no longer receive security updates.

https://xkcd.com/1966/
Credits:https://xkcd.com/1966/

2. Low attack protection: 

Most connected devices run on low power and low memory, making it impossible to leverage modern defense techniques, especially against memory corruption vulnerabilities such as buffer overflow. Also, users usually find stack protection, ASLR, etc. disabled.

3. Uncharted terrains: 

The security industry’s primary focus is on web/ desktop applications. Thus neglecting the security of a large number of IoT devices. 
 

How to detect vulnerabilities in IoT devices?

There are multiple ways to detect the vulnerabilities in IoT devices. We will explore:

  • Firmware Analysis
  • Service Exploitation 
  • Hardware Engagement

 

1. Firmware Analysis

The advantage of this approach is that it does not require the physical presence of the target device. When we discuss the various ways to detect vulnerabilities in connected devices, I will explain how I discovered a remotely exploitable remote code execution vulnerability in a highly distributed internet router.

Firstly, download the latest firmware from the device manufacturer’s website, often found in the support page related to that device. Manufacturers usually provide user guides with instructions for manual software update or in the case of bricked hardware.

The preferred tool for this approach is binwalk. It is an easy-to-use tool to analyze, for reverse engineering, and to extract firmware images. Moreover, it would work on any unknown binary file. It scans for known file-type signatures within the file, and detects filesystems and known compressed stream types.

Here is a demo of running binwalk on TP-Link Archer C5’s firmware, the default router issued by ACT, Bangalore.

demo

It, then, detects three things within the file:

  1. U-Boot – A bootloader often used in embedded devices,
  2. Some compressed data, and 
  3. A Squash FS file system – These are the root filesystem image and data that are mounted on the device. It will contain all the binaries, scripts, and configuration.

This firmware uses squashFS, but there are other file systems used in embedded devices that one could use:

To extract SquashFS and other files one can use binwalk itself: `binwalk -e firmware_file` or `unsquashfs`. However, based on the filesystem, one might need to download additional tools to extract the image.

Sample output of the tree command on the extracted directory
Sample output of the tree command on the extracted directory

If binwalk fails to identify the filesystem or identifies false positives instead, we can also try manual analysis. We will discuss this, later in the article. Now that we have the code and the binaries that run on the device, we can start testing.

pen-testing

Upon running binwalk on the firmware for JioFI 2, it detects a lot of files directly in plain text, that are not enclosed in a filesystem. Further, open the firmware file in a hex editor and search the first few bytes (also called magic bytes). The file will be identified as an FBF (Flash Binary File).

In the event that this doesn’t work, we shall assess whether the file is encrypted using entropy analysis with `binwalk -E`.

Left: Entropy analysis of JioFi Firmware which contains plaintext files Right: Entropy analysis of a Sony Audio system firmware. Notice the low entropy in the beginning and then very high entropy for the rest of the file, which indicates an unencrypted header part, followed by encrypted contents
Left: Entropy analysis of JioFi Firmware which contains plaintext files
Right: Entropy analysis of a Sony Audio system firmware. Notice the low entropy in the beginning and then very high entropy for the rest of the file, which indicates an unencrypted header part, followed by encrypted contents

The presence of encrypted firmware usually means that proceeding further is difficult. In that case, one could try reverse engineering the header to see if the decryption metadata (key algorithm) is in the header. This is highly unlikely. 

If the required firmware is not available, or it is impossible to extract anything, there are other ways to proceed.

 

2. Service Exploitation

An IoT device will have a network interface. So, we can fire up nmap and scan the host for open services.

Routers, for example, have an http server with a web interface for configuration, status information, etc. which is an easy target for bugs. 

Sample output of a scan on my previous isp router; what did I say about outdated software being used
Sample output of a scan on my previous isp router; outdated software being used

The most important vulnerability to look for during such black box testing in web ui is command injection. A lot of the Web UI functionality is just a wrapper for internal linux utilities like iptables, ping, traceroute, etc. 

The actions on the web interface are passed to these utilities as normal parameterized shell commands which can lead to command injection if the input is not sanitized. Apart from this, we should also look for unauthenticated action execution or if any of the pages failed to implement auth checks.

 

Step-by-step illustration

Here is one such injection I found in a large ISP issued router: 

A normal ping request. Notice how the output is the same as a linux ping command output
A normal ping request. Notice how the output is the same as a linux ping command output

 

Ping request with the ip `127.0.0.1 && uname -a`. Command injection!
Ping request with the ip `127.0.0.1 && uname -a`. Command injection!

Once a command injection is executed, we shall escalate that into a full shell access. Usually we will be able to find a telnet binary. If we fail to find the binary in the system, we can download one. Subsequently, start a telnet listener such as this: `127.0.0.1 && /usr/sbin/utelnetd -l bin/sh -p 2512`.

userbin

Then, we explore the processes that are running.

We can find a lot of interesting data here, such as the boa http server, the TR69 server which is used by ISP to remotely configure the routers to perform updates/ customer care, the SIP client for voice calls, PPPd Point-to-point protocol client between the device, and the isp
We can find a lot of interesting data here, such as the boa http server, the TR69 server which is used by ISP to remotely configure the routers to perform updates/ customer care, the SIP client for voice calls, PPPd Point-to-point protocol client between the device, and the isp

All these files and data expand the attack surface. These binaries and their configuration files determine whether they are custom or off-the-shelf tools. We can leverage reverse engineering toolkits like Ghidra to analyse these binaries and ascertain their susceptibility to memory corruption issues such as buffer overflow or logic bugs.

At this point, we can also explore the filesystem for configuration files or conduct a static source code analysis of the web UI backend. The most prized bugs to seek are remotely exploitable pre-auth RCEs. Also, try to find services that listen on the WAN interface and use that to find a bug.

One of the bugs I found, during this process, was a telnet binary listening on the WAN which used a custom executable/ bin/ login which only worked if supplied with a hardcoded password.

hard coded shodanSuch low-hanging vulnerabilities are not very rare. Developers often leave hard-coded backdoor passwords exposed. These are a couple of instances that prove the same:

https://securityledger.com/2015/08/hardcoded-firmware-password-sinks-home-routers/

https://nakedsecurity.sophos.com/2013/10/15/d-link-router-flaw-lets-anyone-login-using-joels-backdoor/

https://jalalsela.com/hacking-tp-link-tl-wr740n-backdoor/

 

Command injection bugs are also very common: 

https://www.trustwave.com/en-us/resources/blogs/spiderlabs-blog/under-the-hood-linksys-remote-command-injection-vulnerabilities/

https://www.cybersecurity-help.cz/vdb/SB2019040101

https://packetstormsecurity.com/files/145823/TP-Link-Remote-Command-Injection.html

 

When Developers leave default passwords enabled on the devices, hackers don’t even need vulnerabilities to exploit them. Here is a list of cameras left exposed with default passwords set:

https://www.shodan.io/explore/tag/camera

Similarly, we can find routers, printers, security systems, etc. with default passwords enabled.

 

3. Hardware Engagement

Anticipating a failure, to find vulnerabilities in the firmware or any other running services with black box testing, there are other ways to detect vulnerabilities:

3.1 Serial Interface

Most IoT devices run a full linux kernel on an MIPS or ARM powered box. A serial interface is not uncommon on these types of devices. 

Typically, one can find a UART over RS-232 or TTL interface on the chip of the IoT device. An RS-232 interface will have a 9-pin connector, and a TTL interface will have 3-5 pins. The chip, within the outer case, will have instructions regarding the connectors. Use a USB-TTL converter, soldering the connection between the chip and the converter.

A USB-TTL converter. At least three pins RX, TX, VCC should be connected
A USB-TTL converter. At least three pins RX, TX, VCC should be connected

Then, connect to the serial console and use device admin credentials to log in.

Connecting to the serial console
Connecting to the serial console

These interfaces are usually provided by manufacturers to de-brick the device. At the time of booting the device, we have access to additional functionality such as loading firmware over the network.

Once a shell prompt is initiated, we can use techniques discussed previously, for further testing.

3.2 JTAG

In any case, if the device doesn’t run a full fledged OS or the hardware doesn’t provide a serial connection, there is an even lower level approach we could try.

JTAG is another common hardware interface that enables direct communication with the microcontroller on a board. Even though JTAG was initially used by manufacturers to test all the connections on the board, now they are used for low level debugging.

JTAG connection directions are marked on the chip. Otherwise, the spec sheet of the microcontroller/ processor will have details of the same. Solder directly to the JTAG pins on the microcontroller, to access the debugging interface. 

Additional device to connect to the JTAG Interface such as this Exploit-Nano hacker tool
Additional device to connect to the JTAG Interface such as this Exploit-Nano hacker tool
3.3 What can you do with JTAG ?
  • Pause and step through an operation
  • Inspect memory
  • Write bytes directly into memory, 
  • Set break-points
  • Inject code into the process or process memory
  • Dump the contents of the bootloader
  • Bypass logins, and so on

 

What can hackers do after finding bugs in these devices ?

 

The Mirai Botnet attack

In 2016, security vulnerabilities in brands of security cameras almost toppled the internet. The Mirai botnet launched 623 Gbps distributed denial-of-service attacks on multiple targets. The traffic originated from thousands of such security cameras. The next year its variant, Mirai Okiru, was launched, targeting Huawei routers.

The proliferation of IoT devices has made it almost impossible to handle the increasing number of attacks they encounter.

Invading privacy

Most smart devices are frequently exploited to encroach on the privacy of its users:

  • Smart speakers are exploited to listen to interactions.
  • Security devices such as CCTV cameras are abused to gain access to sensitive visuals.
  • Vulnerabilities in routers can lead to internet traffic being compromised. Hackers can see the sites visited through plaintext DNS queries. Further, they can perform MiTM attacks and steal credentials or sessions. These vulnerabilities also expose internal devices to the attacker, bypassing the NAT firewall and causing severe damage.

 

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Pen-testing IoT Devices for Vulnerabilities

Pen-testing IoT Devices for Vulnerabilities

Authors
Co-Authors
No items found.

 

The ‘S’ in IoT

Urban dictionary defines IoT as: an acronym for “Internet of Things”, e.g. everyday objects (such as light bulbs or refrigerators) that can be accessed and possibly controlled via the Internet. The letter ‘s’ in the acronym stands for data and communication security.

 

Still wondering where the ‘s’ is?

Although the security of IoT devices demands immediate attention, the abundance of these devices has resulted in the lack thereof. There are more than 40 Billion connected devices at present, and every day a significant number of IoT devices are deployed. 

Internet routers, smart TVs, watches, refrigerators, speakers, and security systems such as cameras and home automation devices, are the most common IoT devices. Some of the lesser-known examples are smart vending machine services like BigBasket’s BBInsta, smart electricity meters, bluetooth-activated rental scooters such as Vogo and Bounce, and smart RO water purifiers like DrinkPrime. And most of these devices have already become indispensable parts of our lives. 

 

Why is it important to secure IoT devices?

The growing demand for smart devices makes it essential to prioritize its security. However, the following reasons are also notable:

 

1. Prolonged use:

Unlike other technological devices, connected devices are used for a longer period of time – ADSL Broadband routers released in the late 2000s with software components from early 2000s are still alive and online. However, most of these devices  no longer receive security updates.

https://xkcd.com/1966/
Credits:https://xkcd.com/1966/

2. Low attack protection: 

Most connected devices run on low power and low memory, making it impossible to leverage modern defense techniques, especially against memory corruption vulnerabilities such as buffer overflow. Also, users usually find stack protection, ASLR, etc. disabled.

3. Uncharted terrains: 

The security industry’s primary focus is on web/ desktop applications. Thus neglecting the security of a large number of IoT devices. 
 

How to detect vulnerabilities in IoT devices?

There are multiple ways to detect the vulnerabilities in IoT devices. We will explore:

  • Firmware Analysis
  • Service Exploitation 
  • Hardware Engagement

 

1. Firmware Analysis

The advantage of this approach is that it does not require the physical presence of the target device. When we discuss the various ways to detect vulnerabilities in connected devices, I will explain how I discovered a remotely exploitable remote code execution vulnerability in a highly distributed internet router.

Firstly, download the latest firmware from the device manufacturer’s website, often found in the support page related to that device. Manufacturers usually provide user guides with instructions for manual software update or in the case of bricked hardware.

The preferred tool for this approach is binwalk. It is an easy-to-use tool to analyze, for reverse engineering, and to extract firmware images. Moreover, it would work on any unknown binary file. It scans for known file-type signatures within the file, and detects filesystems and known compressed stream types.

Here is a demo of running binwalk on TP-Link Archer C5’s firmware, the default router issued by ACT, Bangalore.

demo

It, then, detects three things within the file:

  1. U-Boot – A bootloader often used in embedded devices,
  2. Some compressed data, and 
  3. A Squash FS file system – These are the root filesystem image and data that are mounted on the device. It will contain all the binaries, scripts, and configuration.

This firmware uses squashFS, but there are other file systems used in embedded devices that one could use:

To extract SquashFS and other files one can use binwalk itself: `binwalk -e firmware_file` or `unsquashfs`. However, based on the filesystem, one might need to download additional tools to extract the image.

Sample output of the tree command on the extracted directory
Sample output of the tree command on the extracted directory

If binwalk fails to identify the filesystem or identifies false positives instead, we can also try manual analysis. We will discuss this, later in the article. Now that we have the code and the binaries that run on the device, we can start testing.

pen-testing

Upon running binwalk on the firmware for JioFI 2, it detects a lot of files directly in plain text, that are not enclosed in a filesystem. Further, open the firmware file in a hex editor and search the first few bytes (also called magic bytes). The file will be identified as an FBF (Flash Binary File).

In the event that this doesn’t work, we shall assess whether the file is encrypted using entropy analysis with `binwalk -E`.

Left: Entropy analysis of JioFi Firmware which contains plaintext files Right: Entropy analysis of a Sony Audio system firmware. Notice the low entropy in the beginning and then very high entropy for the rest of the file, which indicates an unencrypted header part, followed by encrypted contents
Left: Entropy analysis of JioFi Firmware which contains plaintext files
Right: Entropy analysis of a Sony Audio system firmware. Notice the low entropy in the beginning and then very high entropy for the rest of the file, which indicates an unencrypted header part, followed by encrypted contents

The presence of encrypted firmware usually means that proceeding further is difficult. In that case, one could try reverse engineering the header to see if the decryption metadata (key algorithm) is in the header. This is highly unlikely. 

If the required firmware is not available, or it is impossible to extract anything, there are other ways to proceed.

 

2. Service Exploitation

An IoT device will have a network interface. So, we can fire up nmap and scan the host for open services.

Routers, for example, have an http server with a web interface for configuration, status information, etc. which is an easy target for bugs. 

Sample output of a scan on my previous isp router; what did I say about outdated software being used
Sample output of a scan on my previous isp router; outdated software being used

The most important vulnerability to look for during such black box testing in web ui is command injection. A lot of the Web UI functionality is just a wrapper for internal linux utilities like iptables, ping, traceroute, etc. 

The actions on the web interface are passed to these utilities as normal parameterized shell commands which can lead to command injection if the input is not sanitized. Apart from this, we should also look for unauthenticated action execution or if any of the pages failed to implement auth checks.

 

Step-by-step illustration

Here is one such injection I found in a large ISP issued router: 

A normal ping request. Notice how the output is the same as a linux ping command output
A normal ping request. Notice how the output is the same as a linux ping command output

 

Ping request with the ip `127.0.0.1 && uname -a`. Command injection!
Ping request with the ip `127.0.0.1 && uname -a`. Command injection!

Once a command injection is executed, we shall escalate that into a full shell access. Usually we will be able to find a telnet binary. If we fail to find the binary in the system, we can download one. Subsequently, start a telnet listener such as this: `127.0.0.1 && /usr/sbin/utelnetd -l bin/sh -p 2512`.

userbin

Then, we explore the processes that are running.

We can find a lot of interesting data here, such as the boa http server, the TR69 server which is used by ISP to remotely configure the routers to perform updates/ customer care, the SIP client for voice calls, PPPd Point-to-point protocol client between the device, and the isp
We can find a lot of interesting data here, such as the boa http server, the TR69 server which is used by ISP to remotely configure the routers to perform updates/ customer care, the SIP client for voice calls, PPPd Point-to-point protocol client between the device, and the isp

All these files and data expand the attack surface. These binaries and their configuration files determine whether they are custom or off-the-shelf tools. We can leverage reverse engineering toolkits like Ghidra to analyse these binaries and ascertain their susceptibility to memory corruption issues such as buffer overflow or logic bugs.

At this point, we can also explore the filesystem for configuration files or conduct a static source code analysis of the web UI backend. The most prized bugs to seek are remotely exploitable pre-auth RCEs. Also, try to find services that listen on the WAN interface and use that to find a bug.

One of the bugs I found, during this process, was a telnet binary listening on the WAN which used a custom executable/ bin/ login which only worked if supplied with a hardcoded password.

hard coded shodanSuch low-hanging vulnerabilities are not very rare. Developers often leave hard-coded backdoor passwords exposed. These are a couple of instances that prove the same:

https://securityledger.com/2015/08/hardcoded-firmware-password-sinks-home-routers/

https://nakedsecurity.sophos.com/2013/10/15/d-link-router-flaw-lets-anyone-login-using-joels-backdoor/

https://jalalsela.com/hacking-tp-link-tl-wr740n-backdoor/

 

Command injection bugs are also very common: 

https://www.trustwave.com/en-us/resources/blogs/spiderlabs-blog/under-the-hood-linksys-remote-command-injection-vulnerabilities/

https://www.cybersecurity-help.cz/vdb/SB2019040101

https://packetstormsecurity.com/files/145823/TP-Link-Remote-Command-Injection.html

 

When Developers leave default passwords enabled on the devices, hackers don’t even need vulnerabilities to exploit them. Here is a list of cameras left exposed with default passwords set:

https://www.shodan.io/explore/tag/camera

Similarly, we can find routers, printers, security systems, etc. with default passwords enabled.

 

3. Hardware Engagement

Anticipating a failure, to find vulnerabilities in the firmware or any other running services with black box testing, there are other ways to detect vulnerabilities:

3.1 Serial Interface

Most IoT devices run a full linux kernel on an MIPS or ARM powered box. A serial interface is not uncommon on these types of devices. 

Typically, one can find a UART over RS-232 or TTL interface on the chip of the IoT device. An RS-232 interface will have a 9-pin connector, and a TTL interface will have 3-5 pins. The chip, within the outer case, will have instructions regarding the connectors. Use a USB-TTL converter, soldering the connection between the chip and the converter.

A USB-TTL converter. At least three pins RX, TX, VCC should be connected
A USB-TTL converter. At least three pins RX, TX, VCC should be connected

Then, connect to the serial console and use device admin credentials to log in.

Connecting to the serial console
Connecting to the serial console

These interfaces are usually provided by manufacturers to de-brick the device. At the time of booting the device, we have access to additional functionality such as loading firmware over the network.

Once a shell prompt is initiated, we can use techniques discussed previously, for further testing.

3.2 JTAG

In any case, if the device doesn’t run a full fledged OS or the hardware doesn’t provide a serial connection, there is an even lower level approach we could try.

JTAG is another common hardware interface that enables direct communication with the microcontroller on a board. Even though JTAG was initially used by manufacturers to test all the connections on the board, now they are used for low level debugging.

JTAG connection directions are marked on the chip. Otherwise, the spec sheet of the microcontroller/ processor will have details of the same. Solder directly to the JTAG pins on the microcontroller, to access the debugging interface. 

Additional device to connect to the JTAG Interface such as this Exploit-Nano hacker tool
Additional device to connect to the JTAG Interface such as this Exploit-Nano hacker tool
3.3 What can you do with JTAG ?
  • Pause and step through an operation
  • Inspect memory
  • Write bytes directly into memory, 
  • Set break-points
  • Inject code into the process or process memory
  • Dump the contents of the bootloader
  • Bypass logins, and so on

 

What can hackers do after finding bugs in these devices ?

 

The Mirai Botnet attack

In 2016, security vulnerabilities in brands of security cameras almost toppled the internet. The Mirai botnet launched 623 Gbps distributed denial-of-service attacks on multiple targets. The traffic originated from thousands of such security cameras. The next year its variant, Mirai Okiru, was launched, targeting Huawei routers.

The proliferation of IoT devices has made it almost impossible to handle the increasing number of attacks they encounter.

Invading privacy

Most smart devices are frequently exploited to encroach on the privacy of its users:

  • Smart speakers are exploited to listen to interactions.
  • Security devices such as CCTV cameras are abused to gain access to sensitive visuals.
  • Vulnerabilities in routers can lead to internet traffic being compromised. Hackers can see the sites visited through plaintext DNS queries. Further, they can perform MiTM attacks and steal credentials or sessions. These vulnerabilities also expose internal devices to the attacker, bypassing the NAT firewall and causing severe damage.