PhishChain: A Decentralized and Transparent System to Blacklist Phishing URLs

02/16/2022
by   Shehan Edirimannage, et al.
0

Blacklists are a widely-used Internet security mechanism to protect Internet users from financial scams, malicious web pages and other cyber attacks based on blacklisted URLs. In this demo, we introduce PhishChain, a transparent and decentralized system to blacklisting phishing URLs. At present, public/private domain blacklists, such as PhishTank, CryptoScamDB, and APWG, are maintained by a centralized authority, but operate in a crowd sourcing fashion to create a manually verified blacklist periodically. In addition to being a single point of failure, the blacklisting process utilized by such systems is not transparent. We utilize the blockchain technology to support transparency and decentralization, where no single authority is controlling the blacklist and all operations are recorded in an immutable distributed ledger. Further, we design a page rank based truth discovery algorithm to assign a phishing score to each URL based on crowd sourced assessment of URLs. As an incentive for voluntary participation, we assign skill points to each user based on their participation in URL verification.

READ FULL TEXT

page 2

page 4

research
02/23/2019

Blockchain And The Future of the Internet:A Comprehensive Review

Blockchain is challenging the status quo of the central trust infrastruc...
research
07/13/2021

Argus: A Fully Transparent Incentive System for Anti-Piracy Campaigns (Extended Version)

Anti-piracy is fundamentally a procedure that relies on collecting data ...
research
06/20/2023

Decentralized Quantum Federated Learning for Metaverse: Analysis, Design and Implementation

With the emerging developments of the Metaverse, a virtual world where p...
research
11/04/2022

Rescuing the End-user systems from Vulnerable Applications using Virtualization Techniques

In systems owned by normal end-users, many times security attacks are mo...
research
10/15/2022

An Efficient and Decentralized Blockchain-based Commercial Alternative (Full Version)

While online interactions and exchanges have grown exponentially over th...
research
10/27/2022

A Unified Blockchain-Semantic Framework for Wireless Edge Intelligence Enabled Web 3.0

Web 3.0 enables user-generated contents and user-selected authorities. W...
research
03/08/2023

Automatic verification of transparency protocols (extended version)

We introduce new features in ProVerif, an automatic tool for verifying s...

Please sign up or login with your details

Forgot password? Click here to reset