Predicting Malicious Behavior

Author : Gary M. Jackson
Publisher : John Wiley & Sons
Page : 528 pages
File Size : 46,7 Mb
Release : 2012-05-25
Category : Computers
ISBN : 9781118239568

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Predicting Malicious Behavior by Gary M. Jackson Pdf

A groundbreaking exploration of how to identify and fightsecurity threats at every level This revolutionary book combines real-world security scenarioswith actual tools to predict and prevent incidents of terrorism,network hacking, individual criminal behavior, and more. Written byan expert with intelligence officer experience who invented thetechnology, it explores the keys to understanding the dark side ofhuman nature, various types of security threats (current andpotential), and how to construct a methodology to predict andcombat malicious behavior. The companion CD demonstrates availabledetection and prediction systems and presents a walkthrough on howto conduct a predictive analysis that highlights proactive securitymeasures. Guides you through the process of predicting maliciousbehavior, using real world examples and how malicious behavior maybe prevented in the future Illustrates ways to understand malicious intent, dissectbehavior, and apply the available tools and methods for enhancingsecurity Covers the methodology for predicting malicious behavior, howto apply a predictive methodology, and tools for predicting thelikelihood of domestic and global threats CD includes a series of walkthroughs demonstrating how toobtain a predictive analysis and how to use various availabletools, including Automated Behavior Analysis Predicting Malicious Behavior fuses the behavioral andcomputer sciences to enlighten anyone concerned with security andto aid professionals in keeping our world safer.

Author : William G. Kennedy,Nitin Agarwal,Shanchieh Jay Yang
Publisher : Springer
Page : 432 pages
File Size : 42,7 Mb
Release : 2014-03-14
Category : Computers
ISBN : 9783319055794

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Social Computing, Behavioral-Cultural Modeling and Prediction by William G. Kennedy,Nitin Agarwal,Shanchieh Jay Yang Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction, SBP 2014, held in Washington, DC, USA, in April 2014. The 51 full papers presented were carefully reviewed and selected from 101 submissions. The SBP conference provides a forum for researchers and practitioners from academia, industry, and government agencies to exchange ideas on current challenges in social computing, behavioral-cultural modeling and prediction, and on state-of-the-art methods and best practices being adopted to tackle these challenges. The topical areas addressed by the papers are social and behavioral sciences, health sciences, military science, and information science.

Author : Anonim
Publisher : Jeffrey Frank Jones
Page : 1835 pages
File Size : 44,5 Mb
Release : 2018-09-07
Category : Electronic
ISBN : 8210379456XXX

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Publications Combined: The Role of Social Media in Crisis - Data Collection By The Public And Private Sectors As A Strategic Asset And To Prevent Terrorism by Anonim Pdf

Over 1,800 total pages ... Included publications: Social Media and the Policy-Making Process a Traditional Novel Interaction Social Media Principles Applied to Critical Infrastructure Information Sharing Trolling New Media: Violent Extremist Groups Recruiting Through Social Media An Initial Look at the Utility of Social Media as a Foreign Policy Tool Indicators of Suicide Found on Social Networks: Phase 1 Validating the FOCUS Model Through an Analysis of Identity Fragmentation in Nigerian Social Media Providing Focus via a Social Media Exploitation Strategy Assessing the Use of Social Media in a Revolutionary Environment Social Media Integration into State-Operated Fusion Centers and Local Law Enforcement: Potential Uses and Challenges Using Social Media Tools to Enhance Tacit Knowledge Sharing Within the USMC Social Media: Strategic Asset or Operational Vulnerability? Tweeting Napoleon and Friending Clausewitz: Social Media and the Military Strategist The U.S. Military and Social Media Balancing Social Media with Operations Security (OPSEC) in the 21st Century Division Level Social Media Understanding Violence Through Social Media The Investigation of Social Media Data Thresholds for Opinion Formation The Impact of Social Media on the Nature of Conflict, and a Commander's Strategy for Social Media Provenance Data in Social Media Conflict Prediction Through Geo-Spatial Interpolation of Radicalization in Syrian Social Media Social Media Effects on Operational Art Assessing the Potential of Societal Verification by Means of New Media Army Social Media: Harnessing the Power of Networked Communications Analysis of Department of Defense Social Media Policy and Its Impact on Operational Security Social Media: Valuable Tools in Today's Operational Environment Conflict Prediction Through Geo-Spatial Interpolation of Radicalization in Syrian Social Media

Author : Tony Thomas,Roopak Surendran,Teenu S. John,Mamoun Alazab
Publisher : CRC Press
Page : 191 pages
File Size : 51,9 Mb
Release : 2022-12-30
Category : Computers
ISBN : 9781000824971

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Intelligent Mobile Malware Detection by Tony Thomas,Roopak Surendran,Teenu S. John,Mamoun Alazab Pdf

The popularity of Android mobile phones has caused more cybercriminals to create malware applications that carry out various malicious activities. The attacks, which escalated after the COVID-19 pandemic, proved there is great importance in protecting Android mobile devices from malware attacks. Intelligent Mobile Malware Detection will teach users how to develop intelligent Android malware detection mechanisms by using various graph and stochastic models. The book begins with an introduction to the Android operating system accompanied by the limitations of the state-of-the-art static malware detection mechanisms as well as a detailed presentation of a hybrid malware detection mechanism. The text then presents four different system call-based dynamic Android malware detection mechanisms using graph centrality measures, graph signal processing and graph convolutional networks. Further, the text shows how most of the Android malware can be detected by checking the presence of a unique subsequence of system calls in its system call sequence. All the malware detection mechanisms presented in the book are based on the authors' recent research. The experiments are conducted with the latest Android malware samples, and the malware samples are collected from public repositories. The source codes are also provided for easy implementation of the mechanisms. This book will be highly useful to Android malware researchers, developers, students and cyber security professionals to explore and build defense mechanisms against the ever-evolving Android malware.

Author : Pierangela Samarati,Indrajit Ray,Indrakshi Ray
Publisher : Springer
Page : 487 pages
File Size : 55,8 Mb
Release : 2018-11-30
Category : Computers
ISBN : 9783030048341

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From Database to Cyber Security by Pierangela Samarati,Indrajit Ray,Indrakshi Ray Pdf

This Festschrift is in honor of Sushil Jajodia, Professor in the George Mason University, USA, on the occasion of his 70th birthday. This book contains papers written in honor of Sushil Jajodia, of his vision and his achievements. Sushil has sustained a highly active research agenda spanning several important areas in computer security and privacy, and established himself as a leader in the security research community through unique scholarship and service. He has extraordinarily impacted the scientific and academic community, opening and pioneering new directions of research, and significantly influencing the research and development of security solutions worldwide. Also, his excellent record of research funding shows his commitment to sponsored research and the practical impact of his work. The research areas presented in this Festschrift include membrane computing, spiking neural networks, phylogenetic networks, ant colonies optimization, work bench for bio-computing, reaction systems, entropy of computation, rewriting systems, and insertion-deletion systems.

Author : Guojun Wang,Bing Chen,Wei Li,Roberto Di Pietro,Xuefeng Yan,Hao Han
Publisher : Springer Nature
Page : 436 pages
File Size : 44,8 Mb
Release : 2021-02-04
Category : Computers
ISBN : 9783030688516

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Security, Privacy, and Anonymity in Computation, Communication, and Storage by Guojun Wang,Bing Chen,Wei Li,Roberto Di Pietro,Xuefeng Yan,Hao Han Pdf

This book constitutes the refereed proceedings of the 13th International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage, SpaCCS 2020, held in Nanjing, China, in December 2020. The 30 full papers were carefully reviewed and selected from 88 submissions. The papers cover many dimensions including security algorithms and architectures, privacy-aware policies, regulations and techniques, anonymous computation and communication, encompassing fundamental theoretical approaches, practical experimental projects, and commercial application systems for computation, communication and storage. SpaCCS 2020 is held jointly with the 11th International Workshop on Trust, Security and Privacy for Big Data (TrustData 2020), the 10th International Symposium on Trust, Security and Privacy for Emerging Applications (TSP 2020), the 9th International Symposium on Security and Privacy on Internet of Things (SPIoT 2020), the 6th International Symposium on Sensor-Cloud Systems (SCS 2020), the 2nd International Workshop on Communication, Computing, Informatics and Security (CCIS 2020), the First International Workshop on Intelligence and Security in Next Generation Networks (ISNGN 2020), the First International Symposium on Emerging Information Security and Applications (EISA 2020).

Author : Huan Liu,John Salerno,Michael J. Young
Publisher : Springer Science & Business Media
Page : 264 pages
File Size : 52,5 Mb
Release : 2008-01-24
Category : Computers
ISBN : 9780387776729

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Social Computing, Behavioral Modeling, and Prediction by Huan Liu,John Salerno,Michael J. Young Pdf

Social computing concerns the study of social behavior and context based on computational systems. Behavioral modeling reproduces the social behavior, and allows for experimenting with and deep understanding of behavior, patterns, and potential outcomes. The pervasive use of computer and Internet technologies provides an unprecedented environment where people can share opinions and experiences, offer suggestions and advice, debate, and even conduct experiments. Social computing facilitates behavioral modeling in model building, analysis, pattern mining, anticipation, and prediction. The proceedings from this interdisciplinary workshop provide a platform for researchers, practitioners, and graduate students from sociology, behavioral and computer science, psychology, cultural study, information systems, and operations research to share results and develop new concepts and methodologies aimed at advancing and deepening our understanding of social and behavioral computing to aid critical decision making.

Author : Yassine Maleh,Mamoun Alazab,Soufyane Mounir
Publisher : CRC Press
Page : 249 pages
File Size : 40,5 Mb
Release : 2023-04-28
Category : Computers
ISBN : 9781000853346

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Computational Intelligence for Cybersecurity Management and Applications by Yassine Maleh,Mamoun Alazab,Soufyane Mounir Pdf

As cyberattacks continue to grow in complexity and number, computational intelligence is helping under-resourced security analysts stay one step ahead of threats. Drawing on threat intelligence from millions of studies, blogs, and news articles, computational intelligence techniques such as machine learning and automatic natural language processing quickly provide the means to identify real threats and dramatically reduce response times. The book collects and reports on recent high-quality research addressing different cybersecurity challenges. It: explores the newest developments in the use of computational intelligence and AI for cybersecurity applications provides several case studies related to computational intelligence techniques for cybersecurity in a wide range of applications (smart health care, blockchain, cyber-physical system, etc.) integrates theoretical and practical aspects of computational intelligence for cybersecurity so that any reader, from novice to expert, may understand the book’s explanations of key topics. It offers comprehensive coverage of the essential topics, including: machine learning and deep learning for cybersecurity blockchain for cybersecurity and privacy security engineering for cyber-physical systems AI and data analytics techniques for cybersecurity in smart systems trust in digital systems This book discusses the current state-of-the-art and practical solutions for the following cybersecurity and privacy issues using artificial intelligence techniques and cutting-edge technology. Readers interested in learning more about computational intelligence techniques for cybersecurity applications and management will find this book invaluable. They will get insight into potential avenues for future study on these topics and be able to prioritize their efforts better.

Author : Ariel Geib,Sarit Yang
Publisher : Springer Nature
Page : 134 pages
File Size : 43,6 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031015786

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Predicting Human Decision-Making by Ariel Geib,Sarit Yang Pdf

Human decision-making often transcends our formal models of "rationality." Designing intelligent agents that interact proficiently with people necessitates the modeling of human behavior and the prediction of their decisions. In this book, we explore the task of automatically predicting human decision-making and its use in designing intelligent human-aware automated computer systems of varying natures—from purely conflicting interaction settings (e.g., security and games) to fully cooperative interaction settings (e.g., autonomous driving and personal robotic assistants). We explore the techniques, algorithms, and empirical methodologies for meeting the challenges that arise from the above tasks and illustrate major benefits from the use of these computational solutions in real-world application domains such as security, negotiations, argumentative interactions, voting systems, autonomous driving, and games. The book presents both the traditional and classical methods as well as the most recent and cutting edge advances, providing the reader with a panorama of the challenges and solutions in predicting human decision-making.

Author : Ariel M. Greenberg,William G Kennedy,Nathan D Bos
Publisher : Springer
Page : 535 pages
File Size : 44,9 Mb
Release : 2013-03-02
Category : Computers
ISBN : 9783642372100

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Social Computing, Behavioral-Cultural Modeling and Prediction by Ariel M. Greenberg,William G Kennedy,Nathan D Bos Pdf

This book constitutes the proceedings of the 6th International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2013, held in Washington, DC, USA in April 2013. The total of 57 contributions, which consists of papers and posters, included in this volume was carefully reviewed and selected from 137 submissions. This conference is strongly committed to multidisciplinarity, consistent with recent trends in computational social science and related fields. The topics covered are: behavioral science, health sciences, military science and information science. There are also many papers that provide methodological innovation as well as new domain-specific findings.

Author : Xiangyu Song
Publisher : Springer Nature
Page : 540 pages
File Size : 50,5 Mb
Release : 2024-06-11
Category : Electronic
ISBN : 9789819723874

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Web and Big Data by Xiangyu Song Pdf

Author : Aaron Woody
Publisher : Packt Publishing Ltd
Page : 455 pages
File Size : 46,7 Mb
Release : 2013-01-01
Category : Computers
ISBN : 9781849685979

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Enterprise Security by Aaron Woody Pdf

A guide to applying data-centric security concepts for securing enterprise data to enable an agile enterprise.

Author : Víctor Méndez Muñoz,Donald Ferguson,Markus Helfert,Claus Pahl
Publisher : Springer
Page : 233 pages
File Size : 51,5 Mb
Release : 2019-08-09
Category : Computers
ISBN : 9783030291938

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Cloud Computing and Services Science by Víctor Méndez Muñoz,Donald Ferguson,Markus Helfert,Claus Pahl Pdf

This book constitutes extended, revised and selected papers from the 8th International Conference on Cloud Computing and Services Science, CLOSER 2018, held in Funchal, Portugal in March 2018. The 11 papers presented in this volume were carefully reviewed and selected from a total of 94 submissions. CLOSER 2018 is focused on the emerging area of Cloud Computing, inspired by some latest advances that concern the infrastructure, operations and available services throughout the global network.

Author : Anonim
Publisher : BoD – Books on Demand
Page : 170 pages
File Size : 41,5 Mb
Release : 2024-01-17
Category : Electronic
ISBN : 9781837690268

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Anomaly Detection by Anonim Pdf

Author : Abd El-Latif, Ahmed A.,Ahmad Wani, Mudasir,Maleh, Yassine,El-Affendi, Mohammed A.
Publisher : IGI Global
Page : 307 pages
File Size : 45,6 Mb
Release : 2023-09-28
Category : Computers
ISBN : 9781668472187

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Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques by Abd El-Latif, Ahmed A.,Ahmad Wani, Mudasir,Maleh, Yassine,El-Affendi, Mohammed A. Pdf

In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrity. Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data.