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This article describes a novel dataset that maps the network layer of the Invisible Internet Project (I2P). The data was collected using SWARM-I2P framework, which deployed I2P routers as a network of mapping agents that gather information…

Networking and Internet Architecture · Computer Science 2025-11-10 Siddique Abubakr Muntaka , Jacques Bou Abdo , Kemi Akanbi , Sunkanmi Oluwadare , Faiza Hussein , Oliver Kornyo , Michael Asante

Web is a primary and essential service to share information among users and organizations at present all over the world. Despite the current significance of such a kind of traffic on the Internet, the so-called Surface Web traffic has been…

Cryptography and Security · Computer Science 2021-12-03 Roberto Magán-Carrión , Alberto Abellán-Galera , Gabriel Maciá-Fernández , Pedro García-Teodoro

The Invisible Internet Project (I2P) provides strong anonymity through garlic routing and distributed network architecture, making it attractive for legitimate privacy needs. Nevertheless, the same properties can be exploited by malicious…

I2P (Invisible Internet Project) is a popular anonymous communication network. While existing de-anonymization methods for I2P focus on identifying potential traffic patterns of target hidden services among extensive network traffic, they…

Cryptography and Security · Computer Science 2025-12-18 Hongze Wang , Zhen Ling , Xiangyu Xu , Yumingzhi Pan , Guangchi Liu , Junzhou Luo , Xinwen Fu

Tor and I2P are well-known anonymity networks used by many individuals to protect their online privacy and anonymity. Tor's centralized directory services facilitate the understanding of the Tor network, as well as the measurement and…

Networking and Internet Architecture · Computer Science 2018-09-27 Nguyen Phong Hoang , Panagiotis Kintis , Manos Antonakakis , Michalis Polychronakis

The Invisible Internet Project (I2P) routes data via encrypted, decentralized tunnels. Peer selection can significantly affect security and performance. This empirical study examines whether geographic location systematically influences…

Networking and Internet Architecture · Computer Science 2026-05-15 Siddique Abubakr Muntaka , Jess Kropczynski , Jacques Bou Abdo , Murat Ozer

This study investigates the potential for deanonymizing services within the Invisible Internet Project (I2P) network through passive traffic analysis and machine learning techniques. The primary objective is to identify distinctive patterns…

Cryptography and Security · Computer Science 2026-05-13 Luca Rohrer , Konrad Baechler , Dieter Arnold

While the statistical and resilience properties of the Internet are no more changing significantly across time, the Darknet, a network devoted to keep anonymous its traffic, still experiences rapid changes to improve the security of its…

Physics and Society · Physics 2017-04-05 M. De Domenico , A. Arenas

Tor and i2p networks are two of the most popular darknets. Both darknets have become an area of illegal activities highlighting the necessity to study and analyze them to identify and report illegal content to Law Enforcement Agencies…

Cryptography and Security · Computer Science 2020-12-10 Carlos Cilleruelo , Luis de-Marcos , Javier Junquera-Sánchez , José-Javier Martínez-Herráiz

Peer-to-peer (P2P) networks have mostly focused on task oriented networking, where networks are constructed for single applications, i.e. file-sharing, DNS caching, etc. In this work, we introduce IPOP, a system for creating virtual IP…

Distributed, Parallel, and Cluster Computing · Computer Science 2007-05-23 Arijit Ganguly , Abhishek Agrawal , P. Oscar Boykin , Renato Figueiredo

This study examines the robustness of I2P, a well-regarded anonymous and decentralized peer-to-peer network designed to ensure anonymity, confidentiality, and circumvention of censorship. Unlike its more widely researched counterpart, TOR,…

Cryptography and Security · Computer Science 2025-09-24 Kemi Akanbi , Sunkanmi Oluwadare , Jess Kropczynski , Jacques Bou Abdo

Peer-to-Peer (P2P) botnets are becoming widely used as a low-overhead, efficient, self-maintaining, distributed alternative to the traditional client/server model across a broad range of cyberattacks. These cyberattacks can take the form of…

Cryptography and Security · Computer Science 2014-10-01 Mark Scanlon , M-Tahar Kechadi

A major limitation of open P2P networks is the lack of strong identities. This allows any agent to attack the system by creating multiple false personas, thereby disrupting the overlay network's connectivity and sabotaging its operation. In…

Cryptography and Security · Computer Science 2018-10-15 Saar Tochner , Aviv Zohar

Structured P2P overlays provide a framework for building distributed applications that are self-configuring, scalable, and resilient to node failures. Such systems have been successfully adopted in large-scale Internet services such as…

Networking and Internet Architecture · Computer Science 2010-01-18 David Isaac Wolinsky , Kyungyong Lee , Tae Woong Choi , P. Oscar Boykin , Renato Figueiredo

Bitcoin is a popular alternative to fiat money, widely used for its perceived anonymity properties. However, recent attacks on Bitcoin's peer-to-peer (P2P) network demonstrated that its gossip-based flooding protocols, which are used to…

Cryptography and Security · Computer Science 2017-03-28 Giulia Fanti , Pramod Viswanath

Over the last two decades, the scale and complexity of Anonymous networks and its associated technologies grows exponentially as privacy has become a major concern of individuals. Also, some cyber attackers make use of privacy…

Cryptography and Security · Computer Science 2018-12-18 Tian Yunfan , Zhang Xiang

Recently, deep learning-based Image-to-Image (I2I) networks have become the predominant choice for I2I tasks such as image super-resolution and denoising. Despite their remarkable performance, the backdoor vulnerability of I2I networks has…

Computer Vision and Pattern Recognition · Computer Science 2024-11-19 Wenbo Jiang , Hongwei Li , Jiaming He , Rui Zhang , Guowen Xu , Tianwei Zhang , Rongxing Lu

Tor is an anonymity network that allows offering and accessing various kinds of resources, known as hidden services, while guaranteeing sender and receiver anonymity. The Tor web is the set of web resources that exist on the Tor network,…

Social and Information Networks · Computer Science 2023-02-16 Massimo Bernaschi , Alessandro Celestini , Marco Cianfriglia , Stefano Guarino , Flavio Lombardi , Enrico Mastrostefano

A Peer-to-Peer (P2P) network is a dynamic collection of nodes that connect with each other via virtual overlay links built upon an underlying network (usually, the Internet). P2P networks are highly dynamic and can experience very heavy…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-12-21 John Augustine , Sumathi Sivasubramaniam

Onion routing networks, also known as darknets, are private networks that enable anonymous communication over the Internet. They are used by individuals and organizations to protect their privacy, but they also attract cybercriminals who…

Cryptography and Security · Computer Science 2024-06-13 Karwan Mustafa Kareem
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