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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

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) is a peer-to-peer anonymous overlay network whose architecture includes a structurally distinct sublayer not characterized in existing security literature. We term this sublayer the Exclusive Network:…

Networking and Internet Architecture · Computer Science 2026-05-20 Siddique Abubakr Muntaka , Jacques Bou Abdo

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

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…

Tor is one of the most well-known networks that protects the identity of both content providers and their clients against any tracking or tracing on the Internet. So far, most research attention has been focused on investigating the…

Social and Information Networks · Computer Science 2019-11-19 Mahdieh Zabihimayvan , Derek Doran

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

In this paper, we analyze the topology and the content found on the "darknet", the set of websites accessible via Tor. We created a darknet spider and crawled the darknet starting from a bootstrap list by recursively following links. We…

Computers and Society · Computer Science 2018-11-08 Georgia Avarikioti , Roman Brunner , Aggelos Kiayias , Roger Wattenhofer , Dionysis Zindros

Online social networks, such as Facebook and twitter, are a growing phenomenon in today's world, with various platforms providing capabilities for individuals to collaborate through messaging and chatting as well as sharing of content such…

Social and Information Networks · Computer Science 2020-01-14 Newton Masinde , Kalman Graffi

Peer to peer (P2P) networks are an overlay on IP network of the internet and they can shape the future of computing by their involvement in distributed systems with the increased of use of low priced personal computers to form big clusters…

Networking and Internet Architecture · Computer Science 2020-01-07 Mohamed Elsharnouby

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

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

In contemporary times, people rely heavily on the internet and search engines to obtain information, either directly or indirectly. However, the information accessible to users constitutes merely 4% of the overall information present on the…

Information Retrieval · Computer Science 2023-07-04 Ali Fayzi , Mohammad Fayzi , Kourosh Dadashtabar Ahmadi

Tor is among most well-known dark net in the world. It has noble uses, including as a platform for free speech and information dissemination under the guise of true anonymity, but may be culturally better known as a conduit for criminal…

Social and Information Networks · Computer Science 2019-02-19 Mahdieh Zabihimayvan , Reza Sadeghi , Derek Doran , Mehdi Allahyari

This paper presents a statistical analysis of the structure of Peer-to-Peer (P2P) social networks that captures social associations of distributed peers in resource sharing. Peer social networks appear to be mainly composed of pure resource…

Physics and Society · Physics 2007-05-23 Fang Wang , Yamir Moreno , Yaoru Sun

Internet is a complex network composed by several networks: the Autonomous Systems, each one designed to transport information efficiently. Routing protocols aim to find paths between nodes whenever it is possible (i.e., the network is not…

Discrete Mathematics · Computer Science 2012-02-21 José Ignacio Alvarez-Hamelin , Beiró Mariano Gastón , Jorge Rodolfo Busch

The availability of sophisticated technologies and methods of perpetrating criminogenic activities in the cyberspace is a pertinent societal problem. Darknet is an encrypted network technology that uses the internet infrastructure and can…

Cryptography and Security · Computer Science 2020-03-18 Victor Adewopo , Bilal Gonen , Said Varlioglu , Murat Ozer

We analyse the darkweb and find its structure is unusual. For example, $ \sim 87 \%$ of darkweb sites \emph{never} link to another site. To call the darkweb a "web" is thus a misnomer -- it's better described as a set of largely isolated…

Physics and Society · Physics 2020-06-04 Kevin P. O'Keeffe , Virgil Griffith , Yang Xu , Paolo Santi , Carlo Ratti

Over the past few years, we have built a system that has exposed large volumes of Deep-Web content to Google.com users. The content that our system exposes contributes to more than 1000 search queries per-second and spans over 50 languages…

Databases · Computer Science 2009-09-15 Jayant Madhavan , Loredana Afanasiev , Lyublena Antova , Alon Halevy

Recent years have witnessed growing consolidation of web operations. For example, the majority of web traffic now originates from a few organizations, and even micro-websites often choose to host on large pre-existing cloud infrastructures.…

Networking and Internet Architecture · Computer Science 2022-08-12 Dennis Trautwein , Aravindh Raman , Gareth Tyson , Ignacio Castro , Will Scott , Moritz Schubotz , Bela Gipp , Yiannis Psaras
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