Artificial Intelligence And Security In Computing Systems

Artificial Intelligence and Security in Computing Systems PDF
Author: Leszek Drobiazgiewicz
Publisher: Springer Science & Business Media
ISBN: 9781402073960
Size: 18.74 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 302
View: 565

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The multiagent systems section includes laboratory research on multiagent intelligent systems as well as upon their applications in transportation and information systems. The use of natural language in multiagent information systems is described in detail. The general design of the simulation system for a light airplane, created as a part of an intelligent multiagent tutoring system, is also presented.

Artificial Intelligence And Security Challenges In Emerging Networks

Artificial Intelligence and Security Challenges in Emerging Networks PDF
Author: Abassi, Ryma
Publisher: IGI Global
ISBN: 1522573542
Size: 29.69 MB
Format: PDF
Category : Computers
Languages : en
Pages : 293
View: 466

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The recent rise of emerging networking technologies such as social networks, content centric networks, Internet of Things networks, etc, have attracted significant attention from academia as well as industry professionals looking to utilize these technologies for efficiency purposes. However, the allure of such networks and resultant storage of high volumes of data leads to increased security risks, including threats to information privacy. Artificial Intelligence and Security Challenges in Emerging Networks is an essential reference source that discusses applications of artificial intelligence, machine learning, and data mining, as well as other tools and strategies to protect networks against security threats and solve security and privacy problems. Featuring research on topics such as encryption, neural networks, and system verification, this book is ideally designed for ITC procurement managers, IT consultants, systems and network integrators, infrastructure service providers, computer and software engineers, startup companies, academicians, researchers, managers, and students.

Artificial Intelligence And Global Security

Artificial Intelligence and Global Security PDF
Author: Yvonne R. Masakowski
Publisher: Emerald Group Publishing
ISBN: 1789738113
Size: 30.89 MB
Format: PDF
Category : Computers
Languages : en
Pages : 216
View: 5058

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Artificial Intelligence and Global Security: Future Trends, Threats and Considerations brings a much-needed perspective on the impact of the integration of Artificial Intelligence (AI) technologies in military affairs. Experts forecast that AI will shape future military operations in ways that will revolutionize warfare.

Hands On Artificial Intelligence For Cybersecurity

Hands On Artificial Intelligence for Cybersecurity PDF
Author: Alessandro Parisi
Publisher: Packt Publishing Ltd
ISBN: 1789805171
Size: 62.92 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 342
View: 6789

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Build smart cybersecurity systems with the power of machine learning and deep learning to protect your corporate assets Key Features Identify and predict security threats using artificial intelligence Develop intelligent systems that can detect unusual and suspicious patterns and attacks Learn how to test the effectiveness of your AI cybersecurity algorithms and tools Book Description Today's organizations spend billions of dollars globally on cybersecurity. Artificial intelligence has emerged as a great solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions. This cybersecurity book presents and demonstrates popular and successful AI approaches and models that you can adapt to detect potential attacks and protect your corporate systems. You'll learn about the role of machine learning and neural networks, as well as deep learning in cybersecurity, and you'll also learn how you can infuse AI capabilities into building smart defensive mechanisms. As you advance, you'll be able to apply these strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication. By the end of this book, you'll be ready to develop intelligent systems that can detect unusual and suspicious patterns and attacks, thereby developing strong network security defenses using AI. What you will learn Detect email threats such as spamming and phishing using AI Categorize APT, zero-days, and polymorphic malware samples Overcome antivirus limits in threat detection Predict network intrusions and detect anomalies with machine learning Verify the strength of biometric authentication procedures with deep learning Evaluate cybersecurity strategies and learn how you can improve them Who this book is for If you’re a cybersecurity professional or ethical hacker who wants to build intelligent systems using the power of machine learning and AI, you’ll find this book useful. Familiarity with cybersecurity concepts and knowledge of Python programming is essential to get the most out of this book.

Intelligence And Security Informatics

Intelligence and Security Informatics PDF
Author: G. Alan Wang
Publisher: Springer
ISBN: 3642396933
Size: 60.29 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 117
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This book constitutes the refereed proceedings of the Pacific Asia Workshop on Intelligence and Security Informatics, PAISI 2013, held in Beijing, China, in August 2013 in conjunction with the International Joint Conference on Artificial Intelligence (IJCAI 2013). The 4 revised full papers presented together with 7 short papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on information sharing and data/text mining; terrorism informatics; network-based data analytics; and information access and security.

Machine Learning And Cognitive Science Applications In Cyber Security

Machine Learning and Cognitive Science Applications in Cyber Security PDF
Author: Khan, Muhammad Salman
Publisher: IGI Global
ISBN: 1522581014
Size: 72.95 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 321
View: 2312

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In the past few years, with the evolution of advanced persistent threats and mutation techniques, sensitive and damaging information from a variety of sources have been exposed to possible corruption and hacking. Machine learning, artificial intelligence, predictive analytics, and similar disciplines of cognitive science applications have been found to have significant applications in the domain of cyber security. Machine Learning and Cognitive Science Applications in Cyber Security examines different applications of cognition that can be used to detect threats and analyze data to capture malware. Highlighting such topics as anomaly detection, intelligent platforms, and triangle scheme, this publication is designed for IT specialists, computer engineers, researchers, academicians, and industry professionals interested in the impact of machine learning in cyber security and the methodologies that can help improve the performance and reliability of machine learning applications.

Artificial Intelligence And National Security

Artificial Intelligence and National Security PDF
Author:
Publisher:
ISBN:
Size: 72.63 MB
Format: PDF, ePub, Mobi
Category : Artificial intelligence
Languages : en
Pages : 17
View: 6811

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Artificial intelligence will have immense implications for national and international security, and AI’s potential applications for defense and intelligence have been identified by the federal government as a major priority. There are, however, significant bureaucratic and technical challenges to the adoption and scaling of AI across U.S. defense and intelligence organizations. Moreover, other nations—particularly China and Russia—are also investing in military AI applications. As the strategic competition intensifies, the pressure to deploy untested and poorly understood systems to gain competitive advantage could lead to accidents, failures, and unintended escalation. This paper hopes to shed more clarity on these challenges and provide actionable policy recommendations, to help guide a U.S. national strategy for AI.

Machine Learning Forensics For Law Enforcement Security And Intelligence

Machine Learning Forensics for Law Enforcement  Security  and Intelligence PDF
Author: Jesus Mena
Publisher: CRC Press
ISBN: 143986070X
Size: 59.95 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 349
View: 5383

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Increasingly, crimes and fraud are digital in nature, occurring at breakneck speed and encompassing large volumes of data. To combat this unlawful activity, knowledge about the use of machine learning technology and software is critical. Machine Learning Forensics for Law Enforcement, Security, and Intelligence integrates an assortment of deductive

Machine Learning And Security

Machine Learning and Security PDF
Author: Clarence Chio
Publisher: "O'Reilly Media, Inc."
ISBN: 1491979879
Size: 79.44 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 386
View: 7493

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Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself! With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters Quickly detect anomalies, including breaches, fraud, and impending system failure Conduct malware analysis by extracting useful information from computer binaries Uncover attackers within the network by finding patterns inside datasets Examine how attackers exploit consumer-facing websites and app functionality Translate your machine learning algorithms from the lab to production Understand the threat attackers pose to machine learning solutions

Enhanced Methods In Computer Security Biometric And Artificial Intelligence Systems

Enhanced Methods in Computer Security  Biometric and Artificial Intelligence Systems PDF
Author: Jerzy Pejas
Publisher: Springer Science & Business Media
ISBN: 0387234845
Size: 23.37 MB
Format: PDF
Category : Computers
Languages : en
Pages : 396
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Enhanced Methods in Computer Security, Biometric and Artificial Intelligence Systems contains over 30 contributions from leading European researchers showing the present state and future directions of computer science research. "Methods of Artificial Intelligence and Intelligent Agents" contains 13 contributions analyzing such areas of AI as fuzzy set theory, predicate logic, neural networks, clustering, data mining and others. It also presents applications of AI as possible solutions for problems like firm bankruptcy, soil erosion, flight control and others. "Information Technology Security" covers three important areas of security engineering in information systems: software security, public key infrastructure and the design of new cryptographic protocols and algorithms. "Biometric Systems" comprises 11 contributions dealing with face picture analysis and recognition systems. This chapter focuses on known methods of biometric problem solution as well as the design of new models.

Biometrics Computer Security Systems And Artificial Intelligence Applications

Biometrics  Computer Security Systems and Artificial Intelligence Applications PDF
Author: Khalid Saeed
Publisher: Springer Science & Business Media
ISBN: 0387365036
Size: 23.32 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 342
View: 2181

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This book presents the most recent achievements in some rapidly developing fields within Computer Science. This includes the very latest research in biometrics and computer security systems, and descriptions of the latest inroads in artificial intelligence applications. The book contains over 30 articles by well-known scientists and engineers. The articles are extended versions of works introduced at the ACS-CISIM 2005 conference.