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Adversarial Reasoning
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Book Synopsis Adversarial Reasoning by : Alexander Kott
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:
Book Synopsis Adversarial Machine Learning by : Aneesh Sreevallabh Chivukula
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.
Book Synopsis Handbook of Abductive Cognition by : Lorenzo Magnani
Download or read book Handbook of Abductive Cognition written by Lorenzo Magnani and published by Springer Nature. This book was released on 2023-03-31 with total page 1921 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook offers the first comprehensive reference guide to the interdisciplinary field of abductive cognition, providing readers with extensive information on the process of reasoning to hypotheses in humans, animals, and in computational machines. It highlights the role of abduction in both theory practice: in generating and testing hypotheses and explanatory functions for various purposes and as an educational device. It merges logical, cognitive, epistemological and philosophical perspectives with more practical needs relating to the application of abduction across various disciplines and practices, such as in diagnosis, creative reasoning, scientific discovery, diagrammatic and ignorance-based cognition, and adversarial strategies. It also discusses the inferential role of models in hypothetical reasoning, abduction and creativity, including the process of development, implementation and manipulation for different scientific and technological purposes. Written by a group of internationally renowned experts in philosophy, logic, general epistemology, mathematics, cognitive, and computer science, as well as life sciences, engineering, architecture, and economics, the Handbook of Abductive Cognition offers a unique reference guide for readers approaching the process of reasoning to hypotheses from different perspectives and for various theoretical and practical purposes. Numerous diagrams, schemes and other visual representations are included to promote a better understanding of the relevant concepts and to make concepts highly accessible to an audience of scholars and students with different scientific backgrounds.
Book Synopsis Handbook of Research on Educational Communications and Technology by : David Jonassen
Download or read book Handbook of Research on Educational Communications and Technology written by David Jonassen and published by Routledge. This book was released on 2008-09-25 with total page 1723 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2008. Routledge is an imprint of Taylor & Francis, an informa company.
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 219 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
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 514 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."
Book Synopsis Advances in Knowledge Discovery and Data Mining by : Kamal Karlapalem
Download or read book Advances in Knowledge Discovery and Data Mining written by Kamal Karlapalem and published by Springer Nature. This book was released on 2021-05-07 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021. The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows: Part I: Applications of knowledge discovery and data mining of specialized data; Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics; Part III: Representation learning and embedding, and learning from data.
Book Synopsis Static Analysis by : Gagandeep Singh
Download or read book Static Analysis written by Gagandeep Singh and published by Springer Nature. This book was released on 2022-12-01 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 29th International Symposium on Static Analysis, SAS 2022, held in Auckland, New Zealand, in December 2022. The 18 full papers included in this book were carefully reviewed and selected from 43 submissions. Static analysis is widely recognized as a fundamental tool for program verification, bug detection, compiler optimization, program understanding, and software maintenance. The papers deal with theoretical, practical and application advances in the area.
Book Synopsis MCAT Critical Analysis and Reasoning Skills Review by : The Princeton Review
Download or read book MCAT Critical Analysis and Reasoning Skills Review written by The Princeton Review and published by Princeton Review. This book was released on 2015-03-03 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher's Note: This eBook contains detailed color diagrams and art and is best viewed on tablets or other color-capable devices with zooming ability. We do not recommend this title for black-and-white E Ink devices. Get everything you need to ace the new Critical Analysis and Reasoning Skills section on the updated MCAT exam! Designed specifically for students taking the longer, tougher exam debuting in 2015, The Princeton Review's MCAT CRITICAL ANALYSIS AND REASONING SKILLS REVIEW features: Everything You Need to Know to Help Achieve a High Score: · Access to our online Student Tools portal for up-to-the-moment information on late-breaking AAMC changes to the exam · In-depth coverage of the challenging critical analysis and reasoning skills needed for this important test · Bulleted chapter summaries for quick review · A fundamental 6-step approach to cracking any reading passage, including an annotated model passage to demonstrate this process · Strategic guidance and effective test-taking techniques More Practice Than Ever: · 3 full-length practice tests online · End-of-chapter practice questions · MCAT-style practice passages In MCAT CRITICAL ANALYSIS AND REASONING SKILLS REVIEW, you'll gain mastery of: · MCAT 2015 Basics · Critical Reasoning Skills Development · Active Reading · Passage Annotating and Mapping · Question Types and Formats · Process of Elimination and Attractors · Ranking and Ordering Passages · Strategy and Tactics · Mental Preparation And more!
Book Synopsis New Essays on the Nature of Legal Reasoning by : Mark McBride
Download or read book New Essays on the Nature of Legal Reasoning written by Mark McBride and published by Bloomsbury Publishing. This book was released on 2022-05-19 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to bring together distinguished jurisprudential theorists, as well as up-and-coming scholars, to critically assess the nature of legal reasoning. The volume is divided into 3 parts: The first part, General Jurisprudence and Legal Reasoning, addresses issues at the intersection of general jurisprudence - those pertaining to the nature of law itself - and legal reasoning. The second part, Rules and Reasons, addresses two concepts central to two prominent types of theory of legal reasoning. The essays in the third and final part, Doctrine and Practice, delve into the mechanics of legal practice and doctrine, from a legal reasoning perspective.
Book Synopsis The Broadview Introduction to Philosophy by : Andrew Bailey
Download or read book The Broadview Introduction to Philosophy written by Andrew Bailey and published by Broadview Press. This book was released on 2019-05-21 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Broadview Introduction to Philosophy is a comprehensive anthology that surveys core topics in Western philosophy, including philosophy of religion, theories of knowledge, metaphysics, ethics, social-political philosophy, and issues of life, death, and happiness. Unlike other introductory anthologies, the Broadview offers considerable apparatus to assist the student reader in understanding the texts without simply summarizing them. Each selection includes an introduction discussing the context and structure of the primary reading, as well as thorough annotations designed to clarify unfamiliar terms, references, and argument forms. Canonical texts from the history of philosophy are presented alongside contemporary scholarship; women authors are included throughout.
Book Synopsis The Broadview Introduction to Philosophy Volume I: Knowledge and Reality by : Andrew Bailey
Download or read book The Broadview Introduction to Philosophy Volume I: Knowledge and Reality written by Andrew Bailey and published by Broadview Press. This book was released on 2019-06-18 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of The Broadview Introduction to Philosophy offers a thoughtful selection of readings in epistemology, metaphysics, and the philosophy of religion. Substantial selections from important historical texts are provided (including the entirety of Descartes’s Meditations), as are a number of contemporary readings on each topic. Unlike other introductory anthologies, the Broadview offers considerable apparatus to assist the student reader in understanding the texts without simply summarizing them. Each selection includes an introduction discussing the context and structure of the primary reading, as well as thorough annotations designed to clarify unfamiliar terms, references, and argument forms.
Book Synopsis Intellectual Empathy by : Maureen Linker
Download or read book Intellectual Empathy written by Maureen Linker and published by University of Michigan Press. This book was released on 2014-06-01 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide for facilitating discussions about socially divisive issues for students, educators, business managers, and community leaders
Book Synopsis Advances in Human Factors in Cybersecurity by : Isabella Corradini
Download or read book Advances in Human Factors in Cybersecurity written by Isabella Corradini and published by Springer Nature. This book was released on 2020-07-03 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest research and developments in the field of human factors in cybersecurity. It analyzes how the human vulnerabilities can be exploited by cybercriminals and proposes methods and tools to increase cybersecurity awareness. The chapters cover the social, economic and behavioral aspects of the cyberspace, providing a comprehensive perspective to manage cybersecurity risks. By gathering the proceedings of the AHFE Virtual Conference on Human Factors Cybersecurity, held on July 16–20, 2020, this book offers a timely perspective of key psychological and organizational factors influencing cybersecurity, reporting on technical tools, training methods and personnel management strategies that should enable achieving a holistic cyber protection for both individuals and organizations. By combining concepts and methods of engineering, education, computer science and psychology, it offers an inspiring guide for researchers and professionals, as well as decision-makers, working at the interfaces of those fields.
Book Synopsis The Practice of American Constitutional Law by : H. Jefferson Powell
Download or read book The Practice of American Constitutional Law written by H. Jefferson Powell and published by Cambridge University Press. This book was released on 2022-05-19 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive, ideologically neutral description of the practice of constructing and evaluating constitutional law arguments.
Book Synopsis Collective Rationality and Collective Reasoning by : Christopher McMahon
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.
Book Synopsis Republican Realism in Renaissance Florence by : Athanasios Moulakis
Download or read book Republican Realism in Renaissance Florence written by Athanasios Moulakis and published by Rowman & Littlefield. This book was released on 1998 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this exciting book, Athanasios Moulakis makes available, for the first time in English, the important essay How to Bring Order to Popular Government, by Renaissance thinker Francesco Guicciardini. In addition to his valuable and lucid translation of the essay, Moulakis provides an engaging analysis of this important work. He shows that, far from representing a revival of ancient republicanism, the long maturation of Florentine constitutional thought_brought to lucid expression by Guicciardini_points to a distinctly modern idea of the republican state. Republican Realism in Renaissance Florence is a unique and important book which will be of great value to historians and political theorists alike.
