Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Adversary-resilient Distributed and Decentralized Statistical Inference
  and Machine Learning: An Overview of Recent Advances Under the Byzantine
  Threat Model   While the last few decades have witnessed a huge body of work devoted to
inference and learning in distributed and decentralized setups, much of this
work assumes a non-adversarial setting in which individual nodes---apart from
occasional statistical failures---operate as intended within the algorithmic
framework. In recent years, however, cybersecurity threats from malicious
non-state actors and rogue entities have forced practitioners and researchers
to rethink the robustness of distributed and decentralized algorithms against
adversarial attacks. As a result, we now have a plethora of algorithmic
approaches that guarantee robustness of distributed and/or decentralized
inference and learning under different adversarial threat models. Driven in
part by the world's growing appetite for data-driven decision making, however,
securing of distributed/decentralized frameworks for inference and learning
against adversarial threats remains a rapidly evolving research area. In this
article, we provide an overview of some of the most recent developments in this
area under the threat model of Byzantine attacks.

37
The categories of this paper are: supr-con
6
The categories of this paper are: astro-ph
21
The categories of this paper are: adap-org
27
The categories of this paper are: comp-gas
34
The categories of this paper are: chem-ph
14
The categories of this paper are: math-ph
4
The categories of this paper are: cond-mat
28
The categories of this paper are: alg-geom
13
The categories of this paper are: quant-ph
17
The categories of this paper are: q-fin
0
The categories of this paper are: hep-ph
24
The categories of this paper are: dg-ga
5
The categories of this paper are: gr-qc
15
The categories of this paper are: nucl-ex
30
The categories of this paper are: q-alg
36
The categories of this paper are: cmp-lg