Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: AI Data poisoning attack: Manipulating game AI of Go   With the extensive use of AI in various fields, the issue of AI security has
become more significant. The AI data poisoning attacks will be the most
threatening approach against AI security after the adversarial examples. As the
continuous updating of AI applications online, the data pollution models can be
uploaded by attackers to achieve a certain malicious purpose. Recently, the
research on AI data poisoning attacks is mostly out of practice and use
self-built experimental environments so that it cannot be as close to reality
as adversarial example attacks. This article's first contribution is to provide
a solution and a breakthrough for the aforementioned issue with research
limitations, to aim at data poisoning attacks that target real businesses, in
this case: data poisoning attacks on real Go AI. We install a Trojan virus into
the real Go AI that manipulates the AI's behavior. It is the first time that we
succeed in manipulating complicated AI and provide a reliable approach to the
AI data poisoning attack verification method. The method of building Trojan in
this article can be expanded to more practical algorithms for other fields such
as content recommendation, text translation, and intelligent dialogue.

31
The categories of this paper are: ao-sci
6
The categories of this paper are: astro-ph
22
The categories of this paper are: chao-dyn
15
The categories of this paper are: nucl-ex
26
The categories of this paper are: bayes-an
36
The categories of this paper are: cmp-lg
3
The categories of this paper are: physics
0
The categories of this paper are: hep-ph
12
The categories of this paper are: nucl-th
17
The categories of this paper are: q-fin
25
The categories of this paper are: patt-sol
10
The categories of this paper are: q-bio
5
The categories of this paper are: gr-qc
24
The categories of this paper are: dg-ga
33
The categories of this paper are: plasm-ph
7
The categories of this paper are: hep-th