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Author: Ying Tan
Publisher: CRC Press
ISBN: 1498725198
Category : Computers
Languages : en
Pages : 264
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Book Description
Email has become an indispensable communication tool in daily life. However, high volumes of spam waste resources, interfere with productivity, and present severe threats to computer system security and personal privacy. This book introduces research on anti-spam techniques based on the artificial immune system (AIS) to identify and filter spam. It
Author: Ying Tan
Publisher: CRC Press
ISBN: 1498725198
Category : Computers
Languages : en
Pages : 264
Get Book Here
Book Description
Email has become an indispensable communication tool in daily life. However, high volumes of spam waste resources, interfere with productivity, and present severe threats to computer system security and personal privacy. This book introduces research on anti-spam techniques based on the artificial immune system (AIS) to identify and filter spam. It
Author: Marwa Khairy
Publisher: LAP Lambert Academic Publishing
ISBN: 9783659590696
Category :
Languages : en
Pages : 128
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Book Description
The Internet has almost become an indispensable part of everyday life. Internet usage will continue to grow and therefore online communication and information exchange is gaining immense popularity, affecting users' social and commercial lives. Along with the growth of e-mail and social networking websites, there has been an increased production of spam over the years. Spam is nothing but unsolicited messages.Many spam-filtering techniques based on supervised machine learning algorithms have been proposed to automatically classify email messages as spam or legitimate (ham). Naive Bayesian classifier is one of the most popular learning algorithms that give promising results in separating spam from legitimate mail.Artificial Immune System (AIS) is an area of research that bridges the disciplines of immunology, computer science and engineering. Many AIS models have been proposed to solve these problems.Some prevalent ones are Clonal selection and Negative selection algorithms.The main objective of this book is building an efficient content-based system for filtering email spam messages.
![A Spam-detecting Artificial Immune System [microform] PDF](https://books.google.com/books/content/images/frontcover/K_ZsAAAACAAJ?fife=w80-h100)
Author: Terri Kimiko Oda
Publisher: Library and Archives Canada = Bibliothèque et Archives Canada
ISBN: 9780494007648
Category : Spam (Electronic mail)
Languages : en
Pages : 246
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Book Description
Author: Peter Bentley
Publisher: Springer Science & Business Media
ISBN: 3540850716
Category : Computers
Languages : en
Pages : 447
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Book Description
This book constitutes the refereed proceedings of the 7th International Conference on Artificial Immune Systems, ICARIS 2008, held in Phuket, Thailand, in August 2008. The 40 revised full papers presented were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on computational immunology, applied AIS, and theoretical AIS. Position papers and conceptual papers are also included.
Author: Alireza Mehrsina
Publisher:
ISBN:
Category : Electronic mail systems
Languages : en
Pages : 75
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Book Description
Author: W.C.-C. Chu
Publisher: IOS Press
ISBN: 1614994846
Category : Computers
Languages : en
Pages : 2244
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Book Description
This book presents the proceedings of the International Computer Symposium 2014 (ICS 2014), held at Tunghai University, Taichung, Taiwan in December. ICS is a biennial symposium founded in 1973 and offers a platform for researchers, educators and professionals to exchange their discoveries and practices, to share research experiences and to discuss potential new trends in the ICT industry. Topics covered in the ICS 2014 workshops include: algorithms and computation theory; artificial intelligence and fuzzy systems; computer architecture, embedded systems, SoC and VLSI/EDA; cryptography and information security; databases, data mining, big data and information retrieval; mobile computing, wireless communications and vehicular technologies; software engineering and programming languages; healthcare and bioinformatics, among others. There was also a workshop on information technology innovation, industrial application and the Internet of Things. ICS is one of Taiwan's most prestigious international IT symposiums, and this book will be of interest to all those involved in the world of information technology.
Author: Hisham N. A Mousa
Publisher:
ISBN:
Category : Electronic mail systems
Languages : en
Pages : 96
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Book Description
Author: Subarna Shakya
Publisher: Springer Nature
ISBN: 9811651574
Category : Technology & Engineering
Languages : en
Pages : 1023
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Book Description
This book gathers selected papers presented at the International Conference on Sentimental Analysis and Deep Learning (ICSADL 2021), jointly organized by Tribhuvan University, Nepal; Prince of Songkla University, Thailand; and Ejesra during June, 18–19, 2021. The volume discusses state-of-the-art research works on incorporating artificial intelligence models like deep learning techniques for intelligent sentiment analysis applications. Emotions and sentiments are emerging as the most important human factors to understand the prominent user-generated semantics and perceptions from the humongous volume of user-generated data. In this scenario, sentiment analysis emerges as a significant breakthrough technology, which can automatically analyze the human emotions in the data-driven applications. Sentiment analysis gains the ability to sense the existing voluminous unstructured data and delivers a real-time analysis to efficiently automate the business processes. Meanwhile, deep learning emerges as the revolutionary paradigm with its extensive data-driven representation learning architectures. This book discusses all theoretical aspects of sentimental analysis, deep learning and related topics.
Author: Ying Tan
Publisher: John Wiley & Sons
ISBN: 1119076285
Category : Computers
Languages : en
Pages : 202
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Book Description
This book deals with malware detection in terms of Artificial Immune System (AIS), and presents a number of AIS models and immune-based feature extraction approaches as well as their applications in computer security Covers all of the current achievements in computer security based on immune principles, which were obtained by the Computational Intelligence Laboratory of Peking University, China Includes state-of-the-art information on designing and developing artificial immune systems (AIS) and AIS-based solutions to computer security issues Presents new concepts such as immune danger theory, immune concentration, and class-wise information gain (CIG)
Author: Hu Xiong
Publisher: CRC Press
ISBN: 1482248611
Category : Computers
Languages : en
Pages : 339
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Book Description
As an intermediate model between conventional PKC and ID-PKC, CL-PKC can avoid the heavy overhead of certificate management in traditional PKC as well as the key escrow problem in ID-PKC altogether. Since the introduction of CL-PKC, many concrete constructions, security models, and applications have been proposed during the last decade. Differing from the other books on the market, this one provides rigorous treatment of CL-PKC. Definitions, precise assumptions, and rigorous proofs of security are provided in a manner that makes them easy to understand.
