Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Provenance Filtering for Multimedia Phylogeny   Departing from traditional digital forensics modeling, which seeks to analyze
single objects in isolation, multimedia phylogeny analyzes the evolutionary
processes that influence digital objects and collections over time. One of its
integral pieces is provenance filtering, which consists of searching a
potentially large pool of objects for the most related ones with respect to a
given query, in terms of possible ancestors (donors or contributors) and
descendants. In this paper, we propose a two-tiered provenance filtering
approach to find all the potential images that might have contributed to the
creation process of a given query $q$. In our solution, the first (coarse) tier
aims to find the most likely "host" images --- the major donor or background
--- contributing to a composite/doctored image. The search is then refined in
the second tier, in which we search for more specific (potentially small) parts
of the query that might have been extracted from other images and spliced into
the query image. Experimental results with a dataset containing more than a
million images show that the two-tiered solution underpinned by the context of
the query is highly useful for solving this difficult task.

31
The categories of this paper are: ao-sci
10
The categories of this paper are: q-bio
0
The categories of this paper are: hep-ph
12
The categories of this paper are: nucl-th
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The categories of this paper are: q-fin
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The categories of this paper are: comp-gas
34
The categories of this paper are: chem-ph
13
The categories of this paper are: quant-ph
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The categories of this paper are: funct-an
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The categories of this paper are: adap-org
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The categories of this paper are: atom-ph
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The categories of this paper are: hep-lat
3
The categories of this paper are: physics
4
The categories of this paper are: cond-mat
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The categories of this paper are: mtrl-th
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The categories of this paper are: math-ph