Adversarial Reasoning

Author : Alexander Kott
Publisher : CRC Press
ISBN 13 : 1420011014
Total Pages : 365 pages
Book Rating : 4.12/5 ( download)

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Download or read book Adversarial Reasoning written by Alexander Kott and published by CRC Press. This book was released on 2006-07-20 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rising tide of threats, from financial cybercrime to asymmetric military conflicts, demands greater sophistication in tools and techniques of law enforcement, commercial and domestic security professionals, and terrorism prevention. Concentrating on computational solutions to determine or anticipate an adversary's intent, Adversarial Reasoning:

Author : Alexander Kott
Publisher : Chapman and Hall/CRC
ISBN 13 : 9781584885887
Total Pages : 340 pages
Book Rating : 4.82/5 ( download)

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Download or read book Adversarial Reasoning written by Alexander Kott and published by Chapman and Hall/CRC. This book was released on 2006-07-20 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rising tide of threats, from financial cybercrime to asymmetric military conflicts, demands greater sophistication in tools and techniques of law enforcement, commercial and domestic security professionals, and terrorism prevention. Concentrating on computational solutions to determine or anticipate an adversary's intent, Adversarial Reasoning: Computational Approaches to Reading the Opponent's Mind discusses the technologies for opponent strategy prediction, plan recognition, deception discovery and planning, and strategy formulation that not only applies to security issues but also to game industry and business transactions. Addressing a broad range of practical problems, including military planning and command, military and foreign intelligence, antiterrorism, network security, as well as simulation and training systems, this reference presents an overview of each problem and then explores various approaches and applications to understand the minds and negate the actions of your opponents. The techniques discussed originate from a variety of disciplines such as stochastic processes, artificial intelligence planning, cognitive modeling, robotics and agent theory, robust control, game theory, and machine learning, among others. The beginning chapters outline the key concepts related to discovering the opponent's intent and plans while the later chapters journey into mathematical methods for counterdeception. The final chapters employ a range of techniques, including reinforcement learning within a stochastic dynamic games context to devise strategies that combat opponents. By answering specific questions on how to create practical applications that require elements of adversarial reasoning while also exploring theoretical developments, Adversarial Reasoning: Computational Approaches to Reading the Opponent's Mind is beneficial for practitioners as well as researchers.

Author : Sushil Jajodia
Publisher : Springer Nature
ISBN 13 : 3030307190
Total Pages : 270 pages
Book Rating : 4.96/5 ( download)

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Download or read book Adversarial and Uncertain Reasoning for Adaptive Cyber Defense written by Sushil Jajodia and published by Springer Nature. This book was released on 2019-08-30 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s cyber defenses are largely static allowing adversaries to pre-plan their attacks. In response to this situation, researchers have started to investigate various methods that make networked information systems less homogeneous and less predictable by engineering systems that have homogeneous functionalities but randomized manifestations. The 10 papers included in this State-of-the Art Survey present recent advances made by a large team of researchers working on the same US Department of Defense Multidisciplinary University Research Initiative (MURI) project during 2013-2019. This project has developed a new class of technologies called Adaptive Cyber Defense (ACD) by building on two active but heretofore separate research areas: Adaptation Techniques (AT) and Adversarial Reasoning (AR). AT methods introduce diversity and uncertainty into networks, applications, and hosts. AR combines machine learning, behavioral science, operations research, control theory, and game theory to address the goal of computing effective strategies in dynamic, adversarial environments.

Author : Christopher McMahon
Publisher : Cambridge University Press
ISBN 13 : 9780521011785
Total Pages : 266 pages
Book Rating : 4.87/5 ( download)

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Download or read book Collective Rationality and Collective Reasoning written by Christopher McMahon and published by Cambridge University Press. This book was released on 2001-08-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book examines the issue of rational cooperation, especially cooperation between people with conflicting moral commitments. The first part considers how the two main aspects of cooperation - the choice by a group of a particular cooperative scheme and the decision by each member to contribute to that scheme - can be understood as guided by reason. The second part explores how the activity of reasoning itself can take a cooperative form. The book is distinctive in offering an account of what people can accomplish by reasoning together, of the role of deliberation in democratic decision making, and of the negotiation of the proper use of concepts. Presenting for the first time a detailed analysis of the general problem of cooperation and collective reasoning between people with different moral commitments, this book will be of particular interest to philosophers of the social sciences and to students in political science, sociology and economics." --Cambridge Press.

Author : Aneesh Sreevallabh Chivukula
Publisher : Springer Nature
ISBN 13 : 3030997723
Total Pages : 316 pages
Book Rating : 4.24/5 ( download)

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Download or read book Adversarial Machine Learning written by Aneesh Sreevallabh Chivukula and published by Springer Nature. This book was released on 2023-03-06 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: A critical challenge in deep learning is the vulnerability of deep learning networks to security attacks from intelligent cyber adversaries. Even innocuous perturbations to the training data can be used to manipulate the behaviour of deep networks in unintended ways. In this book, we review the latest developments in adversarial attack technologies in computer vision; natural language processing; and cybersecurity with regard to multidimensional, textual and image data, sequence data, and temporal data. In turn, we assess the robustness properties of deep learning networks to produce a taxonomy of adversarial examples that characterises the security of learning systems using game theoretical adversarial deep learning algorithms. The state-of-the-art in adversarial perturbation-based privacy protection mechanisms is also reviewed. We propose new adversary types for game theoretical objectives in non-stationary computational learning environments. Proper quantification of the hypothesis set in the decision problems of our research leads to various functional problems, oracular problems, sampling tasks, and optimization problems. We also address the defence mechanisms currently available for deep learning models deployed in real-world environments. The learning theories used in these defence mechanisms concern data representations, feature manipulations, misclassifications costs, sensitivity landscapes, distributional robustness, and complexity classes of the adversarial deep learning algorithms and their applications. In closing, we propose future research directions in adversarial deep learning applications for resilient learning system design and review formalized learning assumptions concerning the attack surfaces and robustness characteristics of artificial intelligence applications so as to deconstruct the contemporary adversarial deep learning designs. Given its scope, the book will be of interest to Adversarial Machine Learning practitioners and Adversarial Artificial Intelligence researchers whose work involves the design and application of Adversarial Deep Learning.

Author : David Jin
Publisher : Springer Science & Business Media
ISBN 13 : 3642237770
Total Pages : 733 pages
Book Rating : 4.75/5 ( download)

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Download or read book Advances in Computer Science, Intelligent Systems and Environment written by David Jin and published by Springer Science & Business Media. This book was released on 2011-09-15 with total page 733 pages. Available in PDF, EPUB and Kindle. Book excerpt: CSISE2011 is an integrated conference concentrating its focus upon Computer Science,Intelligent System and Environment. In the proceeding, you can learn much more knowledge about Computer Science, Intelligent System and Environment of researchers all around the world. The international conference will provide a forum for engineers, scientist, teachers and all researchers to discuss their latest research achievements and their future research plan. The main role of the proceeding is to be used as an exchange pillar for researchers who are working in the mentioned field. In order to meet high standard of Springer ́s Advances in Intelligent and Soft Computing ,the organization committee has made their efforts to do the following things. Firstly, poor quality paper has been refused after reviewing course by anonymous referee experts. Secondly, periodically review meetings have been held around the reviewers about five times for exchanging reviewing suggestions. Finally, the conference organization had several preliminary sessions before the conference. Through efforts of different people and departments, the conference will be successful and fruitful. We hope that you can get much more knowledges from our CSISE2011, and we also hope that you can give us good suggestions to improve our work in the future.

Author : Sandra Harding
Publisher : Springer Science & Business Media
ISBN 13 : 9401001014
Total Pages : 384 pages
Book Rating : 4.14/5 ( download)

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Download or read book Discovering Reality written by Sandra Harding and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of essays, first published two decades ago, presents central feminist critiques and analyses of natural and social sciences and their philosophies. This work provides a splendid opportunity for upper-level undergraduate and graduate students in philosophy and the social sciences to explore some of the most intriguing and controversial challenges to disciplinary projects and to public policy today.

Author : Raia Prokhovnik
Publisher : Routledge
ISBN 13 : 1134757867
Total Pages : 208 pages
Book Rating : 4.62/5 ( download)

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Download or read book Rational Woman written by Raia Prokhovnik and published by Routledge. This book was released on 2012-11-12 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: To feminists and some postmodernists reason/emotion and man/woman represent two fundamental polarities, fixed deep within Western philosophy and reflected in the structures of our languages, and two sets of hierarchical power relations in patriarchal society. Raia Prokhovnik challenges the tradition of dualism and argues that rational woman need no longer be a contradiction in terms. Prokhovnik examines in turn: · the nature of dichotomy, its problems and an alternative · the reason/emotion dichotomy · dichotomies central to the man/woman dualism, such as sex/gender and the heterosexual/ist norm

Author : Sally Lin
Publisher : Springer Science & Business Media
ISBN 13 : 3642233384
Total Pages : 635 pages
Book Rating : 4.88/5 ( download)

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Download or read book Advances in Computer Science, Environment, Ecoinformatics, and Education, Part IV written by Sally Lin and published by Springer Science & Business Media. This book was released on 2011-08-09 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 5-volume set (CCIS 214-CCIS 218) constitutes the refereed proceedings of the International Conference on Computer Science, Environment, Ecoinformatics, and Education, CSEE 2011, held in Wuhan, China, in July 2011. The 525 revised full papers presented in the five volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on information security, intelligent information, neural networks, digital library, algorithms, automation, artificial intelligence, bioinformatics, computer networks, computational system, computer vision, computer modelling and simulation, control, databases, data mining, e-learning, e-commerce, e-business, image processing, information systems, knowledge management and knowledge discovering, mulitimedia and its apllication, management and information system, moblie computing, natural computing and computational intelligence, open and innovative education, pattern recognition, parallel and computing, robotics, wireless network, web application, other topics connecting with computer, environment and ecoinformatics, modeling and simulation, environment restoration, environment and energy, information and its influence on environment, computer and ecoinformatics, biotechnology and biofuel, as well as biosensors and bioreactor.

Author : Alison M. Jaggar
Publisher : Routledge
ISBN 13 : 1317264746
Total Pages : 528 pages
Book Rating : 4.43/5 ( download)

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Download or read book Just Methods written by Alison M. Jaggar and published by Routledge. This book was released on 2015-11-17 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The supplemented edition of this important reader includes a substantive new introduction by the author on the changing nature of feminist methodology. It takes into account the implications of a major new study included for this first time in this book on poverty and gender (in)equality, and it includes an article discussing the ways in which this study was conducted using the research methods put forward by the first edition. This article begins by explaining why a new and better poverty metric is needed and why developing such a metric requires an alternative methodological approach inspired by feminism. Feminist research is a growing tradition of inquiry that aims to produce knowledge not biased by inequitable assumptions about gender and related categories such as class, race, religion, sexuality, and nationality."Just Methods" is designed for upper-level undergraduate and graduate students in a range of disciplines. Rather than being concerned with particular techniques of inquiry, the interdisciplinary readings in this book address broad questions of research methodology. They are designed to help researchers think critically and constructively about the epistemological and ethical implications of various approaches to research selection and research design, evidence-gathering techniques, and publication of results.A key theme running through the readings is the complex interrelationship between social power and inequality on the one hand and the production of knowledge on the other. A second and related theme is the inseparability of research projects and methodologies from ethical and political values."