Game theory and machine learning for cyber security / (Record no. 69644)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03738cam a2200613 i 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1268121474 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711203721.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210702s2021 njua ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119723949 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119723912 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119723914 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119723950 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119723957 |
| -- | electronic book |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119723943 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | hardcover |
| 037 ## - | |
| -- | 9536219 |
| -- | IEEE |
| 082 00 - CLASSIFICATION NUMBER | |
| Call Number | 658.4/78 |
| 245 00 - TITLE STATEMENT | |
| Title | Game theory and machine learning for cyber security / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource : |
| 505 2# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Introduction to game theory / Fei Fang, Shutian Liu, Anjon Basak, Quanyan Zhu, Christopher Kiekintveld, Charles A. Kamhoua -- Scalable algorithms for identifying stealthy attackers in a game theoretic framework using deception / Anjon Basak, Charles Kamhoua, Sridhar Venkatesan, Marcus Gutierrez, Ahmed H. Anwar, Christopher Kiekintveld -- Honeypot allocation game over attack graphs for cyber deception / Ahmed H. Anwar, Charles Kamhoua, Nandi Leslie, Christopher Kiekintveld. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Cyber security is a serious concern to our economic prosperity and national security. Despite an increased investment in cyber defense, cyber-attackers are becoming more creative and sophisticated. This exposes the need for a more rigorous approach to cyber security, including methods from artificial intelligence including computational game theory and machine learning. Recent advances in adversarial machine learning are promising to make artificial intelligence (AI) algorithms more robust to deception and intelligent manipulation. However, they are still vulnerable to adversarial inputs, data poisoning, model stealing and evasion attacks. The above challenges and the high risk and consequence of cyber-attacks drive the need to accelerate basic research on cyber security"-- |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Security measures. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Security measures. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kamhoua, Charles A., |
| 700 1# - AUTHOR 2 | |
| Author 2 | Kiekintveld, Christopher D., |
| 700 1# - AUTHOR 2 | |
| Author 2 | Fang, Fei, |
| 700 1# - AUTHOR 2 | |
| Author 2 | Zhu, Quanyan, |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1002/9781119723950 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Hoboken, New Jersey : |
| -- | John Wiley & Sons, Inc., |
| -- | [2021] |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 520 ## - SUMMARY, ETC. | |
| -- | Provided by publisher. |
| 588 ## - | |
| -- | Description based on online resource; title from digital title page (viewed on September 29, 2021). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer networks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Game theory. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Machine learning. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer networks |
| -- | (OCoLC)fst00872341 |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Game theory. |
| -- | (OCoLC)fst00937501 |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Machine learning. |
| -- | (OCoLC)fst01004795 |
| 994 ## - | |
| -- | 92 |
| -- | DG1 |
No items available.