Privacy, Security, and Trust in KDD

Privacy, Security, and Trust in KDD PDF Author: Francesco Bonchi
Publisher: Springer Science & Business Media
ISBN: 3642017177
Category : Business & Economics
Languages : en
Pages : 134

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Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the Second International Workshop on Privacy, Security, and Trust in KDD, PinKDD 2008, held in Las Vegas, NV, USA, in March 2008 in conjunction with the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2008. The 5 revised full papers presented together with 1 invited keynote lecture and 2 invited panel sessions were carefully reviewed and selected from numerous submissions. The papers are extended versions of the workshop presentations and incorporate reviewers' comments and discussions at the workshop and represent the diversity of data mining research issues in privacy, security, and trust as well as current work on privacy issues in geographic data mining.

Privacy, Security, and Trust in KDD

Privacy, Security, and Trust in KDD PDF Author: Francesco Bonchi
Publisher: Springer Science & Business Media
ISBN: 3540784772
Category : Business & Economics
Languages : en
Pages : 181

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Book Description
This book constitutes the thoroughly refereed post-workshop proceedings of the First International Workshop on Privacy, Security, and Trust in KDD, PinKDD 2007, held in San Jose, CA, USA, in August 2007 in conjunction with the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2007. The 8 revised full papers presented together with 1 keynote lecture were carefully reviewed and selected from numerous submissions. The papers address all prevailing topics concerning privacy, security, and trust aspects of data mining and knowledge discovery. Special focus is put on applied domains such as healthcare, ubiquitous computing, and location-based services.

Security and Privacy Preserving in Social Networks

Security and Privacy Preserving in Social Networks PDF Author: Richard Chbeir
Publisher: Springer Science & Business Media
ISBN: 3709108942
Category : Computers
Languages : en
Pages : 373

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Book Description
This volume aims at assessing the current approaches and technologies, as well as to outline the major challenges and future perspectives related to the security and privacy protection of social networks. It provides the reader with an overview of the state-of-the art techniques, studies, and approaches as well as outlining future directions in this field. A wide range of interdisciplinary contributions from various research groups ensures for a balanced and complete perspective.

Mining Social Networks and Security Informatics

Mining Social Networks and Security Informatics PDF Author: Tansel Özyer
Publisher: Springer Science & Business Media
ISBN: 940076359X
Category : Technology & Engineering
Languages : en
Pages : 283

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Book Description
Crime, terrorism and security are in the forefront of current societal concerns. This edited volume presents research based on social network techniques showing how data from crime and terror networks can be analyzed and how information can be extracted. The topics covered include crime data mining and visualization; organized crime detection; crime network visualization; computational criminology; aspects of terror network analyses and threat prediction including cyberterrorism and the related area of dark web; privacy issues in social networks; security informatics; graph algorithms for social networks; general aspects of social networks such as pattern and anomaly detection; community discovery; link analysis and spatio-temporal network mining. These topics will be of interest to researchers and practitioners in the general area of security informatics. The volume will also serve as a general reference for readers that would want to become familiar with current research in the fast growing field of cybersecurity.

Privacy-Aware Knowledge Discovery

Privacy-Aware Knowledge Discovery PDF Author: Francesco Bonchi
Publisher: CRC Press
ISBN: 1439803668
Category : Computers
Languages : en
Pages : 527

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Book Description
Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and complexity of new forms of data. Renowned authorities

Security, Privacy, and Anonymization in Social Networks: Emerging Research and Opportunities

Security, Privacy, and Anonymization in Social Networks: Emerging Research and Opportunities PDF Author: Tripathy, B. K.
Publisher: IGI Global
ISBN: 152255159X
Category : Computers
Languages : en
Pages : 184

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Book Description
Technology has become profoundly integrated into modern society; however, this increases the risk of vulnerabilities, such as hacking and other system errors, along with other online threats. Security, Privacy, and Anonymization in Social Networks: Emerging Research and Opportunities is a pivotal reference source for the most up-to-date research on edge clustering models and weighted social networks. Presenting widespread coverage across a range of applicable perspectives and topics, such as neighborhood attacks, fast k-degree anonymization (FKDA), and vertex-clustering algorithms, this book is ideally designed for academics, researchers, post-graduates, and practitioners seeking current research on undirected networks and greedy algorithms for social network anonymization.

HCI Challenges and Privacy Preservation in Big Data Security

HCI Challenges and Privacy Preservation in Big Data Security PDF Author: Lopez, Daphne
Publisher: IGI Global
ISBN: 1522528644
Category : Computers
Languages : en
Pages : 293

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Book Description
Privacy protection within large databases can be a challenge. By examining the current problems and challenges this domain is facing, more efficient strategies can be established to safeguard personal information against invasive pressures. HCI Challenges and Privacy Preservation in Big Data Security is an informative scholarly publication that discusses how human-computer interaction impacts privacy and security in almost all sectors of modern life. Featuring relevant topics such as large scale security data, threat detection, big data encryption, and identity management, this reference source is ideal for academicians, researchers, advanced-level students, and engineers that are interested in staying current on the advancements and drawbacks of human-computer interaction within the world of big data.

Machine Learning for Cyber Security

Machine Learning for Cyber Security PDF Author: Preeti Malik
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110766760
Category : Business & Economics
Languages : en
Pages : 170

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Book Description
This book shows how machine learning (ML) methods can be used to enhance cyber security operations, including detection, modeling, monitoring as well as defense against threats to sensitive data and security systems. Filling an important gap between ML and cyber security communities, it discusses topics covering a wide range of modern and practical ML techniques, frameworks and tools.

Computational Intelligence in Data Mining

Computational Intelligence in Data Mining PDF Author: Himansu Sekhar Behera
Publisher: Springer
ISBN: 9811386765
Category : Technology & Engineering
Languages : en
Pages : 789

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Book Description
This proceeding discuss the latest solutions, scientific findings and methods for solving intriguing problems in the fields of data mining, computational intelligence, big data analytics, and soft computing. This gathers outstanding papers from the fifth International Conference on “Computational Intelligence in Data Mining” (ICCIDM), and offer a “sneak preview” of the strengths and weaknesses of trending applications, together with exciting advances in computational intelligence, data mining, and related fields.

Social Networks: Analysis and Case Studies

Social Networks: Analysis and Case Studies PDF Author: Şule Gündüz-Öğüdücü
Publisher: Springer
ISBN: 3709117976
Category : Computers
Languages : en
Pages : 266

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Book Description
The present volume provides a comprehensive resource for practitioners and researchers alike-both those new to the field as well as those who already have some experience. The work covers Social Network Analysis theory and methods with a focus on current applications and case studies applied in various domains such as mobile networks, security, machine learning and health. With the increasing popularity of Web 2.0, social media has become a widely used communication platform. Parallel to this development, Social Network Analysis gained in importance as a research field, while opening up many opportunities in different application domains. Forming a bridge between theory and applications makes this work appealing to both academics and practitioners as well as graduate students.

Social Computing: Concepts, Methodologies, Tools, and Applications

Social Computing: Concepts, Methodologies, Tools, and Applications PDF Author: Dasgupta, Subhasish
Publisher: IGI Global
ISBN: 1605669857
Category : Computers
Languages : en
Pages : 2409

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Book Description
Uncovers the growing and expanding phenomenon of human behavior, social constructs, and communication in online environments.