AIFeb 12, 2024

On the Transit Obfuscation Problem

arXiv:2402.07420v21 citationsh-index: 4AAMAS
Originality Incremental advance
AI Analysis

This addresses privacy and security in transportation and surveillance for applications like military or logistics, but appears incremental as it builds on existing path planning concepts.

The paper tackles the problem of concealing a specific transit point on a route from adversaries, proposing transit anonymity as a quantitative guarantee and developing planning algorithms to achieve it.

Concealing an intermediate point on a route or visible from a route is an important goal in some transportation and surveillance scenarios. This paper studies the Transit Obfuscation Problem, the problem of traveling from some start location to an end location while "covering" a specific transit point that needs to be concealed from adversaries. We propose the notion of transit anonymity, a quantitative guarantee of the anonymity of a specific transit point, even with a powerful adversary with full knowledge of the path planning algorithm. We propose and evaluate planning/search algorithms that satisfy this anonymity criterion.

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Foundations

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