Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: AuDroid: Preventing Attacks on Audio Channels in Mobile Devices   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 critical information. Contemporary mobile operating systems fail to
prevent such attacks because they do not control access to the speaker at all
and fail to control when untrusted apps may use the microphone, enabling
authorized apps to create exploitable communication channels. In this paper, we
propose a security mechanism that tracks the creation of audio communication
channels explicitly and controls the information flows over these channels to
prevent several types of attacks.We design and implement AuDroid, an extension
to the SELinux reference monitor integrated into the Android operating system
for enforcing lattice security policies over the dynamically changing use of
system audio resources. To enhance flexibility, when information flow errors
are detected, the device owner, system apps and services are given the
opportunity to resolve information flow errors using known methods, enabling
AuDroid to run many configurations safely. We evaluate our approach on 17
widely-used apps that make extensive use of the microphone and speaker, finding
that AuDroid prevents six types of attack scenarios on audio channels while
permitting all 17 apps to run effectively. AuDroid shows that it is possible to
prevent attacks using audio channels without compromising functionality or
introducing significant performance overhead.

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The categories of this paper are: funct-an
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The categories of this paper are: q-fin
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The categories of this paper are: supr-con
26
The categories of this paper are: bayes-an
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The categories of this paper are: quant-ph
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The categories of this paper are: chem-ph
25
The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
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The categories of this paper are: nucl-th
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The categories of this paper are: acc-phys
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The categories of this paper are: comp-gas
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The categories of this paper are: q-alg
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The categories of this paper are: mtrl-th
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The categories of this paper are: hep-ph
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The categories of this paper are: solv-int
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The categories of this paper are: math-ph