DolphinAttack: inaudible voice commands allows attackers to control Siri, Alexa and other digital assistants

A research about supersonic voice command hacking

Chinese researchers have discovered a vulnerability in voice assistants from Apple, Google, Amazon, Microsoft, Samsung, and Huawei.

Using a technique called “DolphinAttack”, a team from Zhejiang University translated typical vocal commands into ultrasonic frequencies that are too high for the human ear to hear, but perfectly decipherable by the microphones and software powering our always-on voice assistants.

How it works?

The method uses ultrasonic frequencies that are higher than 20 kHz to relay voice commands to speech recognition systems.

Frequencies greater than 20 kHz are completely inaudible to the human ear.

Generally, most audio-capable devices, such as smartphones, also are designed in such a manner as to automatically filter out audio signals that are greater than 20 kHz.

All of the components in a voice capture system in fact, are designed to filter signals that are out of the range of audible sounds which is typically between 20 Hz to 20 Khz, the researchers said.

As a result, it was generally considered almost impossible until now to get a speech-recognition system to make sense of sounds that are inaudible to humans,

they noted.

Using an external battery, an amplifier, and an ultrasonic transducer, the team was able to send sounds which the voice assistants’ microphones were able to pick up and understand from up to 170cm away, a distance that an attacker could likely achieve without raising too much suspicion.

Here a video of the PoC:


Researchers proposes both software and hardware defense strategies.

Hardware-Based Defense

  • Microphone Enhancement: microphones shall be enhanced and designed to suppress any acoustic signals whose frequencies are in the ultrasound range.
  • Inaudible Voice Command Cancellation: add a module prior to LPF to detect the modulated voice commands and cancel the baseband with the modulated voice commands.

Software-Based Defense

Software-based defense looks into the unique features of modulated voice
commands which are distinctive from genuine ones. In particular, a machine learning based classifier could detect them.

The paper

DolphinAttack: Inaudible Voice Commands

Google Dorks, a brief list of resources

Google hacking for fun and profit

In 2002, Johnny Long began to collect interesting Google search queries that uncovers vulnerable systems or sensitive information, and calls them “Google dorks”.

We identify with “Google Dorking” the method for finding vulnerable targets using the google dorks in order to obtain usernames and passwords, email lists, sensitive documents and website vulnerabilities.


Ethical hackers can use the “Google Dorking” to improve system security, but also a black hat could use this technique for illegal activities, including cyber terrorism, industrial espionage, and identity theft.

A brief list

The original Johnny Long’s website

Some dorks focused on SQLi vulnerabilities

Another list on Exploit-DB


Some articles concerning Google Hacking

Some list found on github

Some list found on github


Other resources? Suggestions are welcome!