Security
Two Approaches to Constructing Certified Dominating Sets in Social Networks: R Script Description
This script implements and analyzes various algorithms for graph processing, focusing on domination problems, including double domination and certified dominating sets.
Script Overview
The script generates tree graphs, calculates certified dominating sets using ApproxCert and other algorithms, and evaluates their performance in terms of execution time and results. Results are saved in a CSV file for further analysis.
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</p>Risk assets are represented by the industry indices of the Shanghai Composite Index, including ten sub-industries: energy, materials, industry, consumer discretionary, consumer staples, medical and health, finance, information technology, telecom and utilities. The investment horizon is four years, from January 9, 2019, to December 31, 2022. The data is sourced from the Wind database. The holding period for the out-of-sample analysis is one year, from January 2023 to December 2023.</p>
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Training and testing the accuracy of machine learning or deep learning based on cybersecurity applications requires gathering and analyzing various sources of data including the Internet of Things (IoT), especially Industrial IoT (IIoT). Minimizing high-dimensional spaces and choosing significant features and assessments from various data sources remain significant challenges in the investigation of those data sources. The research study introduces an innovative IIoT system dataset called UKMNCT_IIoT_FDIA, that gathered network, operating system, and telemetry data.
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This dataset includes synthesized network configurations designed for evaluating network verifiers, spanning wide-area networks (WAN) and data center networks (DCN). For WAN, topologies range from 34 to 755 routers, derived from both direct selection and synthesis based on topologies from the Topology Zoo. Base configurations for each topology are generated following methodologies from prior studies. For DCN, configurations are based on the fat-tree architecture, adhering to RFC 7938 guidelines for BGP connectivity, with fat-tree structures ranging from 4-port to 20-port switches.
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This dataset contains original and augmented versions of the Korean Call Content Vishing (KorCCVi v2) dataset used in the study titled, "Enhancing Voice Phishing Detection Using Multilingual Back-Translation and SMOTE: An Empirical Study." The dataset addresses challenges of data imbalance and asymmetry in Korean voice phishing detection, leveraging data augmentation techniques such as multilingual back-translation (BT) with English, Chinese, and Japanese as intermediate languages, and Synthetic Minority Oversampling Technique (SMOTE).
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This dataset contains a comprehensive V2X misbehavior dataset simulated using VASP, an open-source framework. VASP allows the simulation of diverse types of V2X attacks and works as a sub-module for Veins, a well-established open-source framework for running vehicular network simulations. Veins runs on an event-based network simulator OMNeT ++, and road traffic simulator SUMO. Data are collected from the Boston traffic network, which is a good candidate to represent real-world traffic mobility. We run VASP simulation for 3,000 simulated seconds to collect benign traces without any attacks.
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The data set includes attack implementations in an Internet of Things (IoT) context. The IoT nodes use Contiki-NG as their operating system and the data is collected from the Cooja simulation environment where a large number of network topologies are created. Blackhole and DIS-flooding attacks are implemented to attack the RPL routing protocol.
The datasets includes log file output from the Cooja simulator and a pre-processed feature set as input to an intrusion detection model.
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This dataset used in the research paper "JamShield: A Machine Learning Detection System for Over-the-Air Jamming Attacks." The research was conducted by Ioannis Panitsas, Yagmur Yigit, Leandros Tassiulas, Leandros Maglaras, and Berk Canberk from Yale University and Edinburgh Napier University.
For any inquiries, please contact Ioannis Panitsas at ioannis.panitsas@yale.edu.
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This is a dataset of Tor cell file extracted from browsing simulation using Tor Browser. The simulations cover both desktop and mobile webpages. The data collection process was using WFP-Collector tool (https://github.com/irsyadpage/WFP-Collector). All the neccessary configuration to perform the simulation as detailed in the tool repository.
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1186 Views
Security patches play a crucial role in the battle
against Open Source Software (OSS) vulnerabilities. Meanwhile,
to facilitate the development of OSS projects, both upstream and
downstream developers often maintain multiple branches. Due
to the different code contexts among branches, multiple security
patch variants exist for the same vulnerability. Hence, to ease the
management of OSS vulnerabilities, locating all patch variants
of an OSS vulnerability is pretty important. However, existing
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