Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On The (In)Effectiveness of Static Logic Bomb Detector for Android Apps   Android is present in more than 85% of mobile devices, making it a prime
target for malware. Malicious code is becoming increasingly sophisticated and
relies on logic bombs to hide itself from dynamic analysis. In this paper, we
perform a large scale study of TSOPEN, our open-source implementation of the
state-of-the-art static logic bomb scanner TRIGGERSCOPE, on more than 500k
Android applications. Results indicate that the approach scales. Moreover, we
investigate the discrepancies and show that the approach can reach a very low
false-positive rate, 0.3%, but at a particular cost, e.g., removing 90% of
sensitive methods. Therefore, it might not be realistic to rely on such an
approach to automatically detect all logic bombs in large datasets. However, it
could be used to speed up the location of malicious code, for instance, while
reverse engineering applications. We also present TRIGDB a database of 68
Android applications containing trigger-based behavior as a ground-truth to the
research community.

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The categories of this paper are: math
36
The categories of this paper are: cmp-lg
24
The categories of this paper are: dg-ga
3
The categories of this paper are: physics
35
The categories of this paper are: mtrl-th
32
The categories of this paper are: atom-ph
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The categories of this paper are: cond-mat
23
The categories of this paper are: solv-int
30
The categories of this paper are: q-alg
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The categories of this paper are: hep-th
14
The categories of this paper are: math-ph
13
The categories of this paper are: quant-ph
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The categories of this paper are: alg-geom
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The categories of this paper are: plasm-ph
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The categories of this paper are: gr-qc
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The categories of this paper are: eess