Detail publikace

Survival Analysis and Prediction Model of IP Address Assignment Duration

KOMOSNÝ, D. REHMAN, S.

Originální název

Survival Analysis and Prediction Model of IP Address Assignment Duration

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

IP addresses of end hosts change when they are re-assigned. We apply survival analysis, which is commonly used in healthcare, on IP addresses to predict their assignment duration (their lifetime). We propose a survival parametric model based on a history of 6 years of address assignments on a worldwide scale. Our model outperforms alternative models both from short-term and long-term views. The custom modelling is also discussed as address assignment varies across Internet service providers (ISPs) and autonomous systems (ASs). A predictable address assignment duration has many applications, including source reputation, topology mapping, and geolocation. We describe a use-case in fraud prevention, where the proposed model is used as a trigger for two-factor authentication. The created dataset of addresses assignment durations is made publicly available.

Klíčová slova

IP address; survival; lifetime; host; assignment; security; IPv4; IPv6

Autoři

KOMOSNÝ, D.; REHMAN, S.

Vydáno

4. 9. 2020

Nakladatel

IEEE

ISSN

2169-3536

Periodikum

IEEE Access

Ročník

8

Číslo

1

Stát

Spojené státy americké

Strany od

162507

Strany do

162515

Strany počet

9

URL

https://ieeexplore.ieee.org/document/9186701

Plný text v Digitální knihovně

http://hdl.handle.net/11012/195582

BibTex

@article{BUT164961,
  author="Dan {Komosný} and Saeed {Rehman}",
  title="Survival Analysis and Prediction Model of IP Address Assignment Duration",
  journal="IEEE Access",
  year="2020",
  volume="8",
  number="1",
  pages="162507--162515",
  doi="10.1109/ACCESS.2020.3021760",
  issn="2169-3536",
  url="https://ieeexplore.ieee.org/document/9186701"
}