Handbook of Biometric Anti-Spoofing: Presentation Attack Detection and Vulnerability Assessment

Marcel, Sébastien, Fierrez, Julian, Evans, Nicholas

Handbook of Biometric Anti-Spoofing: Presentation Attack Detection and Vulnerability Assessment
  • 出版商: Springer
  • 出版日期: 2024-02-26
  • 售價: $8,730
  • 貴賓價: 9.5 折 $8,294
  • 語言: 英文
  • 頁數: 595
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811952906
  • ISBN-13: 9789811952906

    • 海外代購書籍(需單獨結帳)

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商品描述

The third edition of this authoritative and comprehensive handbook is the definitive work on the current state of the art of Biometric Presentation Attack Detection (PAD) - also known as Biometric Anti-Spoofing. Building on the success of the previous editions, this thoroughly updated third edition has been considerably revised to provide even greater coverage of PAD methods, spanning biometrics systems based on face, fingerprint, iris, voice, vein, and signature recognition. New material is also included on major PAD competitions, important databases for research, and on the impact of recent international legislation. Valuable insights are supplied by a selection of leading experts in the field, complete with results from reproducible research, supported by source code and further information available at an associated website.

Topics and features: reviews the latest developments in PAD for fingerprint biometrics, covering recent technologies like Vision Transformers, and reviewof competition series; examines methods for PAD in iris recognition systems, the use of pupil size measurement or multiple spectra for this purpose; discusses advancements in PAD methods for face recognition-based biometrics, such as recent progress on detection of 3D facial masks and the use of multiple spectra with Deep Neural Networks; presents an analysis of PAD for automatic speaker recognition (ASV), including a study of the generalization to unseen attacks; describes the results yielded by key competitions on fingerprint liveness detection, iris liveness detection, and face anti-spoofing; provides analyses of PAD in finger-vein recognition, in signature biometrics, and in mobile biometrics; includes coverage of international standards in PAD and legal aspects of image manipulations like morphing.This text/reference is essential reading for anyone involved in biometric identity verification, be they students, researchers, practitioners, engineers, or technology consultants. Those new to the field will also benefit from a number of introductory chapters, outlining the basics for the most important biometrics.

This text/reference is essential reading for anyone involved in biometric identity verification, be they students, researchers, practitioners, engineers, or technology consultants. Those new to the field will also benefit from a number of introductory chapters, outlining the basics for the most important biometrics.

商品描述(中文翻譯)

這本權威且全面的手冊的第三版是關於生物特徵呈現攻擊檢測（PAD）的最新研究成果，也被稱為生物特徵反欺騙技術。在前兩版的成功基礎上，這本全面更新的第三版進行了大幅修訂，更全面地介紹了基於人臉、指紋、虹膜、聲音、靜脈和簽名識別的生物特徵系統中的PAD方法。新的內容還包括重要的PAD競賽、研究用的重要數據庫以及最近國際立法的影響。該領域的領先專家提供了寶貴的見解，並附有可重現研究的結果，並提供相關網站上的源代碼和更多信息。

主題和特點：回顧了指紋生物特徵PAD的最新發展，包括最新技術如視覺轉換器和競賽系列的回顧；探討了虹膜識別系統中PAD的方法，包括使用瞳孔大小測量或多光譜進行此目的；討論了基於人臉識別的生物特徵PAD方法的進展，例如最近在檢測3D面具和使用深度神經網絡的多光譜方面的進展；介紹了自動語音識別（ASV）中PAD的分析，包括對未知攻擊的泛化研究；描述了指紋活體檢測、虹膜活體檢測和人臉反欺騙競賽的結果；分析了指靜脈識別、簽名生物特徵和移動生物特徵中的PAD；包括PAD的國際標準和圖像操作的法律方面。

這本文獻/參考資料對於任何從事生物特徵身份驗證的人都是必讀的，無論是學生、研究人員、從業人員、工程師還是技術顧問。對於新手來說，一些入門章節將有助於了解最重要的生物特徵基礎知識。

作者簡介

Prof. Sébastien Marcel is a Senior Researcher and Head of the Biometrics Security and Privacy Group at the Idiap Research Institute, Martigny, Switzerland. He is a Lecturer at École polytechnique fédérale de Lausanne (EPFL) and Professor at the Université de Lausanne (UNIL). He is also the Director of the Swiss Center for Biometrics Research and Testing. He was Vice-President Conferences of the IEEE Biometrics Council, and the Project Coordinator of the EC-funded TABULA RASA (Trusted Biometrics under Spoofing Attacks) and BEAT (Biometrics Evaluation and Testing) projects.

Prof. Julian Fierrez is a full Professor in the School of Engineering (EPS) at the Autonomous University of Madrid (UAM), Spain. He is Vice-Chair of the IAPR Technical Committee on Biometrics (TC4), has participated in large EU projects focused on biometrics since 2003 (most notably BIOSEC, BIOSECURE, TABULA RASA, and BEAT), and has received a number of best paper awards and other prestigious research distinctions, including the IAPR Young Biometrics Investigator Award 2017.

Prof. Nicholas Evans is a Professor at EURECOM, Biot, France where he heads research in Audio Security and Privacy within the Digital Security Department. He participated in the EU BIOSECURE, TABULA RASA, OCTAVE and TReSPAsS-ETN projects and is among the co-founders of the ASVspoof (2015-2021) and SASV (2022) initiatives and challenge series relating to spoofing-robust voice biometrics.

作者簡介(中文翻譯)

Prof. Sébastien Marcel是瑞士馬爾蒂尼的Idiap研究所生物特徵安全與隱私小組的高級研究員和負責人。他是洛桑聯邦理工學院（EPFL）的講師和洛桑大學（UNIL）的教授。他還是瑞士生物特徵研究與測試中心的主任。他曾擔任IEEE生物特徵委員會的副主席，並且是歐盟資助的TABULA RASA（受欺騙攻擊下的可信生物特徵）和BEAT（生物特徵評估和測試）項目的項目協調人。

Prof. Julian Fierrez是西班牙馬德里自治大學（UAM）工程學院（EPS）的教授。他是國際模式識別協會（IAPR）生物特徵技術委員會（TC4）的副主席，自2003年以來參與了多個以生物特徵為重點的歐盟項目（尤其是BIOSEC、BIOSECURE、TABULA RASA和BEAT），並獲得了多個最佳論文獎和其他重要的研究榮譽，包括2017年IAPR青年生物特徵調查員獎。

Prof. Nicholas Evans是法國比奧特的EURECOM的教授，負責數字安全部門的音頻安全和隱私研究。他參與了歐盟的BIOSECURE、TABULA RASA、OCTAVE和TReSPAsS-ETN項目，並是ASVspoof（2015-2021）和SASV（2022）倡議和挑戰系列的創始人之一，這些系列與防欺騙的語音生物特徵有關。

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