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      Location obfuscation is a technique used in location-based services or information systems to protect the location of the users by slightly altering, substituting or generalizing their location in order to avoid reflecting their real position.
      A formal definition of location obfuscation can be "the means of deliberately degrading the quality of information about an individual's location in order to protect that individual's location privacy.


      Obfuscation techniques


      The most common techniques to perform this change are:

      Pseudonyms and the use of third party location providers
      "Spatial cloaking" techniques in which a user is k-anonymous if her exact location cannot be distinguished among k-1 other users
      "Invisible cloaking", in which no locations are provided for certain zones
      Adding random noise to the position
      Rounding, which uses landmarks to approximate the location
      Redefinition of possible areas of location.
      Each technique for obfuscating location has strengths and weaknesses, and it is important to assess them based on each use case. For example, adding random noise is simple to implement, but can inadvertently create a circle of obfuscated values where the center reveals the individual's exact location. One should also consider the level of obfuscation required in urban areas versus rural areas.


      References

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    location obfuscationcurrent obfuscation location
    Location Obfuscation Approach | Download Scientific Diagram

    Location Obfuscation Approach | Download Scientific Diagram

    OpenVPN Obfuscation - What it is & How it Works

    OpenVPN Obfuscation - What it is & How it Works

    What is Code Obfuscation? | Guardsquare

    What is Code Obfuscation? | Guardsquare

    Regionalized location obfuscation mechanism with personalized privacy ...

    Regionalized location obfuscation mechanism with personalized privacy ...

    Location obfuscation with stretch 5 | Download Scientific Diagram

    Location obfuscation with stretch 5 | Download Scientific Diagram

    Location obfuscation with stretch 5 | Download Scientific Diagram

    Location obfuscation with stretch 5 | Download Scientific Diagram

    What is Code Obfuscation? | Guardsquare

    What is Code Obfuscation? | Guardsquare

    LearnCyber

    LearnCyber

    First level of location obfuscation | Download Scientific Diagram

    First level of location obfuscation | Download Scientific Diagram

    Second level of location obfuscation | Download Scientific Diagram

    Second level of location obfuscation | Download Scientific Diagram

    What is Obfuscation? - Disguising Code for Cybersecurity

    What is Obfuscation? - Disguising Code for Cybersecurity

    Code obfuscation - Cybersecurity ASEE

    Code obfuscation - Cybersecurity ASEE

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    location obfuscation

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    Location obfuscation - Wikipedia

    Location obfuscation is a technique used in location-based services or information systems to protect the location of the users by slightly altering, substituting or generalizing their location in order to avoid reflecting their real position.

    Location Obfuscation for Location Data Privacy - IEEE Xplore

    Jun 27, 2015 · This study proposes various methods of location obfuscation for GPS location data which are used to obfuscate user's path and location from service provider. Our work shows that user privacy can be maintained without affecting LBSs …

    On the Anonymization of Differentially Private Location …

    We evaluate the anonymity of the location data obfuscated by two location obfuscation mechanisms: PL (the planar Laplacian mechanism) and OptQL (the optimal geo-indistinguishable mechanism). We empirically show that OptQL satisfies stronger anonymity than PL. We propose the notion of ( ; )-asymptotic anonymity,

    Exploring End User Preferences for Location Obfuscation, Location …

    Mar 28, 2017 · Grounded in real decisions about real data, our findings highlight the potential for end-user involvement in obfuscation of their own location data.

    Perturb and optimize users’ location privacy using geo ... - Nature

    Nov 28, 2022 · Qiu et al. 30 applied geo-indistinguishability to solve the problem of vehicle-based spatial crowdsourcing location privacy protection on road networks, and designed a location obfuscation ...

    Modeling location obfuscation for continuous query

    Feb 1, 2019 · We formalize local obfuscation mechanisms in the context of continuous query scenario and exemplify how some of the existing location obfuscations can be expressed using our formal model. We define a probability based measure to quantify the privacy of …

    A Comparative Study of Location Privacy Preservation in the …

    Jan 1, 2020 · In this piece of work, we have compared simple location obfuscation mechanism and Enhanced Semantic Obfuscation technique (ESOT) for ensuring location privacy. The results indicate that Simple Obfuscation Techniques have less …

    Evaluation of Location Obfuscation techniques for privacy in location ...

    One technique to protect the location is called Location Obfuscation, which consists in non reversible ways to slightly alter the location such that it does not reflect the real location of the user, but still contains enough information to provide a satisfactory service.

    Matlock: A location obfuscation technique for accuracy-restricted ...

    In this work, a light-weight and fully reversible location obfuscation technique named Matlock is presented. Matlock, based on matrix obfuscation, requires low computation per operation and hides the location in both spatial and temporal dimensions.

    Evaluation of Location Obfuscation techniques for privacy in location ...

    Oct 1, 2011 · One technique to protect the location is called Location Obfuscation, which consists in non reversible ways to slightly alter the location such that it does not reflect the real location of...