This book explores machine learning (ml) defenses against the many cyberattacks that make our workplaces, schools, private residences, and critical infrastructures vulnerable as a consequence of the dramatic increase ...
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ISBN:
(数字)9783031282591
ISBN:
(纸本)9783031282584;9783031282614
This book explores machine learning (ml) defenses against the many cyberattacks that make our workplaces, schools, private residences, and critical infrastructures vulnerable as a consequence of the dramatic increase in botnets, data ransom, system and network denials of service, sabotage, and data theft attacks. The use of ml techniques for security tasks has been steadily increasing in research and also in practice over the last 10 years. Covering efforts to devise more effective defenses, the book explores security solutions that leverage machine learning (ml) techniques that have recently grown in feasibility thanks to significant advances in ml combined with big data collection and analysis capabilities. Since the use of ml entails understanding which techniques can be best used for specific tasks to ensure comprehensive security, the book provides an overview of the current state of the art of ml techniques for security and a detailed taxonomy of security tasks and corresponding ml techniques that can be used for each task. It also covers challenges for the use of ml for security tasks and outlines research directions.;While many recent papers have proposed approaches for specific tasks, such as software security analysis and anomaly detection, these approaches differ in many aspects, such as with respect to the types of features in the model and the dataset used for training the models. In a way that no other available work does, this book provides readers with a comprehensive view of the complex area of ml for security, explains its challenges, and highlights areas for future research. This book is relevant to graduate students in computerscience and engineering as well as information systems studies, and will also be useful to researchers and practitioners who work in the area of ml techniques for security tasks.
The three-volume set of LNCS 12532, 12533, and 12534 constitutes the proceedings of the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020. Due to ...
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ISBN:
(数字)9783030638306
ISBN:
(纸本)9783030638290
The three-volume set of LNCS 12532, 12533, and 12534 constitutes the proceedings of the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020. Due to COVID-19 pandemic the conference was held *** 187 full papers presented were carefully reviewed and selected from 618 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The first volume, LNCS 12532, is organized in topical sections on human-computer interaction; image processing and computer vision; natural language processing.
This book features a collection of high-quality, peer-reviewed papers presented at the Seventh International Conference on Intelligent Computing and Communication (ICICC 2024) organized by CMR Technical Campus (CMRTC)...
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ISBN:
(数字)9789819612673
ISBN:
(纸本)9789819612666
This book features a collection of high-quality, peer-reviewed papers presented at the Seventh International Conference on Intelligent Computing and Communication (ICICC 2024) organized by CMR Technical Campus (CMRTC), Hyderabad, Telangana, India, on August 30–31, 2024. It focuses on innovation paradigms in system knowledge, intelligence, and sustainability that can be applied to provide practical solutions to several problems in society, the environment, and industry. Further, the book also addresses the deployment of emerging computational and knowledge transfer approaches, optimizing solutions in various disciplines of science, technology, and health care.
This book constitutes the refereed proceedings of the computer Games Workshop, CGW 2014, held in conjunction with the 21st European Conference on Artificial Intelligence, ECai 2014, Prague, Czech Republic, in August 2...
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ISBN:
(数字)9783319149233
ISBN:
(纸本)9783319149226
This book constitutes the refereed proceedings of the computer Games Workshop, CGW 2014, held in conjunction with the 21st European Conference on Artificial Intelligence, ECai 2014, Prague, Czech Republic, in August 2014.;The 11 revised full papers presented were carefully reviewed and selected from 20 submissions. The papers address all aspects of artificial intelligence and computer game playing. They discuss topics such as general game playing, video game playing, and cover 11 abstract games: 7 Wonders, Amazons, AtariGo, Ataxx, Breakthrough, Chinese Dark Chess, Connect6, NoGo, Pentalath, Othello, and Catch the Lion.
This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and medical diagnosis. The book describes the ...
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ISBN:
(数字)9783030911034
ISBN:
(纸本)9783030911027;9783030911058
This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and medical diagnosis. The book describes the theory, applications, concept visualization, and critical surveys covering most aspects of ai for medical informatics.
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