DATA VISUALIZATION FOR SOCIAL NETWORK FORENSICS

被引：0
|
作者：
Mulazzani, Martin [1 ,2 ]
Huber, Markus [1 ,2 ]
Weippl, Edgar [1 ,2 ]
机构：
[1] Vienna Univ Technol, Comp Sci, A-1040 Vienna, Austria
[2] SBA Res, Vienna, Austria
来源：
ADVANCES IN DIGITAL FORENSICS VIII | 2012年 / 383卷
关键词：
Social networks; online forensics; visualization;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
With hundreds of millions of users worldwide, forensic data extraction from social networks has become an important research problem. However, forensic data collection is tightly connected to social network operators, which leads to problems related to data completeness and data compatibility. This paper discusses the important data sources and analytical methods for the forensic analysis of social networks. It shows how the data sources can be evaluated in an automated fashion without assistance from social network operators. While the proposed methods apply to the vast majority of social networks, their feasibility is demonstrated using a Facebook case study.
引用
收藏
页码：112 / 123
页数：12
相关论文
共 50 条
  • [41] AN ONLINE VISUALIZATION AND DATA ANALYSIS SYSTEM FOR SOCIAL AND ECONOMIC DATA BASED ON FLASH TECHNOLOGY
    Zhang, Jinqu
    Zhu, Yunqiang
    Yang, Yaping
    Sun, Jiulin
    JOINT INTERNATIONAL CONFERENCE ON THEORY, DATA HANDLING AND MODELLING IN GEOSPATIAL INFORMATION SCIENCE, 2010, 38 : 456 - 460
  • [42] Evaluating visualization approaches to detect abnormal activities in network traffic data
    Ji, Soo-Yeon
    Jeong, Bong-Keun
    Jeong, Dong Hyun
    INTERNATIONAL JOURNAL OF INFORMATION SECURITY, 2021, 20 (03) : 331 - 345
  • [43] A 3D Approach for the Visualization of Network Intrusion Detection Data
    Zong, Wei
    Chow, Yang-Wai
    Susilo, Willy
    2018 INTERNATIONAL CONFERENCE ON CYBERWORLDS (CW), 2018, : 308 - 315
  • [44] State Assessment on Distribution Network Equipment Oriented by Big Data Visualization
    Cui, Yiping
    Luan, Le
    Liu, Yuquan
    Mo, Wenxiong
    Wang, Hongbin
    2018 IEEE INTERNATIONAL CONFERENCE ON HIGH VOLTAGE ENGINEERING AND APPLICATION (ICHVE), 2018,
  • [45] Big Data visualization as an auxiliary tool in designing a distribution network of a company
    Kozlov, Stanislav
    PROCEEDINGS OF THE 21ST INTERNATIONAL ACADEMIC MINDTREK CONFERENCE (ACADEMIC MINDTREK), 2017, : 247 - 250
  • [46] Evaluating visualization approaches to detect abnormal activities in network traffic data
    Soo-Yeon Ji
    Bong-Keun Jeong
    Dong Hyun Jeong
    International Journal of Information Security, 2021, 20 : 331 - 345
  • [47] CREDIT SCORING BASED ON SOCIAL NETWORK DATA
    Masyutin, Alexey A.
    BIZNES INFORMATIKA-BUSINESS INFORMATICS, 2015, 33 (03): : 15 - 23
  • [48] Privacy Threat Analysis of Social Network Data
    Ninggal, Mohd Izuan Hafez
    Abawajy, Jemal
    ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, PT II, 2011, 7017 : 165 - 174
  • [49] Simulation of Communication Paths with Social Network Analysis as the Core and CAD Collaborative Visualization
    Lin Y.
    Computer-Aided Design and Applications, 2024, 21 (S26): : 247 - 260
  • [50] Graphical Visualization of the Connections of Involved Users and Identifying Influential Spreaders in a Social Network
    Mussiraliyeva, Shynar
    Baispay, Gulshat
    Ospanov, Ruslan
    Medetbek, Zhanar
    Shalabayev, Kazybek
    2022 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ICEEE 2022), 2022, : 311 - 315
12345