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Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks
Knowledge Discovery and Data Mining, 2022Pinpointing the geographic location of an IP address is important for a range of location-aware applications spanning from targeted advertising to fraud prevention.
Zhiyuan Wang +6 more
semanticscholar +1 more source
IP Geolocation Method Based on Neighbor IP Sequences
2020 6th International Symposium on System and Software Reliability (ISSSR), 2020IP geolocation aims at determining the geographic location of an Internet host, which can improve the performance and security of the Internet application, and bring about novel services. Existing methods usually use measurement-based technology or data analysis-based technology, and less consider the relationship between IP addresses, this paper ...
Yong Gan +3 more
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TinyG: Accurate IP Geolocation Using a Tiny Number of Probers
Conference on Network and Service Management, 2023IP geolocation is essential for various applications. However, the reliability of IP geolocation databases has been proven to be inadequate. In recent years, the growing number of public probers has offered the potential for more accurate geolocation ...
Nan Jiang +3 more
semanticscholar +1 more source
A cheap and accurate delay-based IP Geolocation method using Machine Learning and Looking Glass
2023 IFIP Networking Conference (IFIP Networking), 2023Predicting the geographical location of an IP host is a fundamental and valuable but long-standing challenge in the field of network research. Although delay-based methods have relatively high coverage and low time consumption, currently this type of ...
Allen Hong +5 more
semanticscholar +1 more source
Reliability of IP Geolocation Services for Assessing the Compliance of International Data Transfers
2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022The General Data Protection Regulation sets strict requirements to allow personal data transfers outside the European Economic Area. Thus, knowing the geographical destination of data transfers is becoming increasingly important for different ...
Miguel Cozar +3 more
semanticscholar +1 more source
Accuracy and Coverage Analysis of IP Geolocation Databases
2023 International Balkan Conference on Communications and Networking (BalkanCom), 2023Identifying the geographical location of Internet hosts is crucial for researchers, governments, and commercial entities. While public and commercial geolocation services are commonly employed for this task, their accuracy in locating Internet hosts ...
A. Nur
semanticscholar +1 more source
Towards geolocation of millions of IP addresses
Proceedings of the 2012 Internet Measurement Conference, 2012Previous measurement-based IP geolocation algorithms have focused on accuracy, studying a few targets with increasingly sophisticated algorithms taking measurements from tens of vantage points (VPs). In this paper, we study how to scale up existing measurement-based geolocation algorithms like Shortest Ping and CBG to cover the whole Internet.
Zi Hu, John S. Heidemann, Yuri Pradkin
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Digital geospatial construction on Chinese social media based on IP geolocation
Mobile Media & CommunicationThis study focuses on the emerging spatial media that are created by integrating Internet Protocol (IP) geolocation with social media in China. Using the concept of mediated spatiality, it analyzes how this new spatial media reshapes users' perception of
Guoning Zhao
semanticscholar +1 more source
Invariant learning improves out-of-distribution generalization for IP geolocation
Information Processing & ManagementAccurate IP geolocation plays a critical role in a wide range of location-aware applications, from cybersecurity to content delivery. While recent advances in deep learning have led to substantial improvements in geolocation accuracy, existing methods ...
Xiaohan Wang +6 more
semanticscholar +2 more sources
PINGeo: Towards Robust IP Geolocation with Adaptive Graph Pruning
Global Communications ConferenceWith the rapid expansion of the internet, IP geolocation has become crucial for network security, content delivery, and compliance. However, existing methods struggle with dynamic, noisy networks, especially in handling topology changes, noisy data, and ...
Xue-Ting Liu +6 more
semanticscholar +1 more source