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We report the first active acoustic side-channel attack. Speakers are used to emit human inaudible acoustic signals and the echo is recorded via microphones, turning the acoustic system of a smart phone into a sonar system. The echo signal…

Cryptography and Security · Computer Science 2018-08-31 Peng Cheng , Ibrahim Ethem Bagci , Utz Roedig , Jeff Yan

Intelligent Personal Assistant (IA), also known as Voice Assistant (VA), has become increasingly popular as a human-computer interaction mechanism. Most smartphones have built-in voice assistants that are granted high privilege, which is…

Cryptography and Security · Computer Science 2018-05-17 Rongjunchen Zhang , Xiao Chen , Jianchao Lu , Sheng Wen , Surya Nepal , Yang Xiang

Voice assistants like Siri enable us to control IoT devices conveniently with voice commands, however, they also provide new attack opportunities for adversaries. Previous papers attack voice assistants with obfuscated voice commands by…

Cryptography and Security · Computer Science 2017-08-25 Liwei Song , Prateek Mittal

We present the first acoustic side-channel attack that recovers what users type on the virtual keyboard of their touch-screen smartphone or tablet. When a user taps the screen with a finger, the tap generates a sound wave that propagates on…

Cryptography and Security · Computer Science 2019-03-28 Ilia Shumailov , Laurent Simon , Jeff Yan , Ross Anderson

We present METAATTACK, the first approach to leverage acoustic metamaterials for inaudible attacks for voice control systems. Compared to the state-of-the-art inaudible attacks requiring complex and large speaker setups, METAATTACK achieves…

Cryptography and Security · Computer Science 2025-09-23 Zhiyuan Ning , Juan He , Zhanyong Tang , Weihang Hu , Xiaojiang Chen

Pattern lock has been widely used for authentication to protect user privacy on mobile devices (e.g., smartphones and tablets). Given its pervasive usage, the compromise of pattern lock could lead to serious consequences. Several attacks…

Signal Processing · Electrical Eng. & Systems 2018-10-15 Man Zhou , Qian Wang , Jingxiao Yang , Qi Li , Feng Xiao , Zhibo Wang , Xiaofeng Chen

Previous research about sensor based attacks on Android platform focused mainly on accessing or controlling over sensitive device components, such as camera, microphone and GPS. These approaches get data from sensors directly and need…

Cryptography and Security · Computer Science 2014-07-21 Wenrui Diao , Xiangyu Liu , Zhe Zhou , Kehuan Zhang

Power side channel is a very important category of side channels, which can be exploited to steal confidential information from a computing system by analyzing its power consumption. In this paper, we demonstrate the existence of various…

Cryptography and Security · Computer Science 2015-12-29 Lin Yan , Yao Guo , Xiangqun Chen , Hong Mei

With the increasing popularity of voice-based applications, acoustic eavesdropping has become a serious threat to users' privacy. While on smartphones the access to microphones needs an explicit user permission, acoustic eavesdropping…

Voice control is a popular way to operate mobile devices, enabling users to communicate requests to their devices. However, adversaries can leverage voice control to trick mobile devices into executing commands to leak secrets or to modify…

Cryptography and Security · Computer Science 2016-04-04 Giuseppe Petracca , Yuqiong Sun , Ahmad Atamli , Trent Jaeger

Investigating network covert channels in smartphones has become increasingly important as smartphones have recently replaced the role of traditional computers. Smartphones are subject to traditional computer network covert channel…

Cryptography and Security · Computer Science 2015-06-30 Bushra Aloraini , Daryl Johnson , Bill Stackpole , Sumita Mishra

Eavesdropping from the user's smartphone is a well-known threat to the user's safety and privacy. Existing studies show that loudspeaker reverberation can inject speech into motion sensor readings, leading to speech eavesdropping. While…

Sound · Computer Science 2022-12-26 Ahmed Tanvir Mahdad , Cong Shi , Zhengkun Ye , Tianming Zhao , Yan Wang , Yingying Chen , Nitesh Saxena

Speech recognition (SR) systems such as Siri or Google Now have become an increasingly popular human-computer interaction method, and have turned various systems into voice controllable systems(VCS). Prior work on attacking VCS shows that…

Cryptography and Security · Computer Science 2017-09-01 Guoming Zhang , Chen Yan , Xiaoyu Ji , Taimin Zhang , Tianchen Zhang , Wenyuan Xu

We propose a new class of signal injection attacks on microphones by physically converting light to sound. We show how an attacker can inject arbitrary audio signals to a target microphone by aiming an amplitude-modulated light at the…

Cryptography and Security · Computer Science 2020-06-23 Takeshi Sugawara , Benjamin Cyr , Sara Rampazzi , Daniel Genkin , Kevin Fu

Voice authentication is drawing increasing attention and becomes an attractive alternative to passwords for mobile authentication. Recent advances in mobile technology further accelerate the adoption of voice biometrics in an array of…

Cryptography and Security · Computer Science 2021-06-04 Linghan Zhang , Jie Yang

The growing adoption of voice-enabled devices (e.g., smart speakers), particularly in smart home environments, has introduced many security vulnerabilities that pose significant threats to users' privacy and safety. When multiple devices…

Cryptography and Security · Computer Science 2023-02-07 Payton Walker , Tianfang Zhang , Cong Shi , Nitesh Saxena , Yingying Chen

In this paper, we build a speech privacy attack that exploits speech reverberations generated from a smartphone's in-built loudspeaker captured via a zero-permission motion sensor (accelerometer). We design our attack Spearphone2, and…

Cryptography and Security · Computer Science 2020-10-20 S Abhishek Anand , Chen Wang , Jian Liu , Nitesh Saxena , Yingying Chen

Air-gapped systems are considered highly secure against data leaks due to their physical isolation from external networks. Despite this protection, ultrasonic communication has been demonstrated as an effective method for exfiltrating data…

Cryptography and Security · Computer Science 2025-06-11 Mordechai Guri

As the Internet of Things (IoT) continues to evolve, smartphones have become essential components of IoT systems. However, with the increasing amount of personal information stored on smartphones, user privacy is at risk of being…

Cryptography and Security · Computer Science 2023-07-26 Quancheng Wang , Ming Tang , Jianming Fu

Modern optical mouse sensors, with their advanced precision and high responsiveness, possess an often overlooked vulnerability: they can be exploited for side-channel attacks. This paper introduces Mic-E-Mouse, the first-ever side-channel…

Cryptography and Security · Computer Science 2025-11-18 Mohamad Fakih , Rahul Dharmaji , Youssef Mahmoud , Halima Bouzidi , Mohammad Abdullah Al Faruque
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