@inproceedings{d94de4eed31c45c2b73107e01294f52a,
title = "ImMuNE: Improved Multilateration in Noisy Environments",
abstract = "Identifying an attacker is a key factor to mitigate ongoing attacks. To evade localization, a single compromised machine can hide for months behind millions of available residential ip proxies. Without knowing the ip address of the machine, registration-based geolocation methods cannot be applied.Measurement-based methods have been proposed to estimate the location of a target without using its ip address. These methods use Round Trip Time (rtt) values and network speed modeling. They estimate a distance between the target and other observation points with known locations, called landmarks. However, most of these methods require additional information, whether it is on the topology of the network or the characteristics of the landmarks.In this paper, we present immune, a measurement-based technique which can estimate a location with only a few Round Trip Time measurements between a target and landmarks, even when some of these measures are inflated by temporary network congestion.Leveraging a previously made measurement campaign, we present promising results based on 11 millions tcp connections collected over a period of 4 months.",
keywords = "Geolocalisation, Internet measurement, multilateration, RTT",
author = "Mathieu Champion and Marc Dacier and Elisa Chiapponi",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 11th IEEE International Conference on Cloud Networking, CloudNet 2022 ; Conference date: 07-11-2022 Through 10-11-2022",
year = "2022",
doi = "10.1109/CloudNet55617.2022.9978907",
language = "English (US)",
series = "Proceedings of the 2022 IEEE Conference on Cloud Networking 2022, CloudNet 2022",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "10--15",
editor = "Stefano Secci and Ramakrishnan Durairajan and Leonardo Linguaglossa and Noriaki Kamiyama and Michele Nogueira and Stephane Rovedakis",
booktitle = "Proceedings of the 2022 IEEE Conference on Cloud Networking 2022, CloudNet 2022",
address = "United States",
}