Description: Further DetailsTitle: Reverse Engineering of Deceptions on Machine- and Human-Centric AttacksCondition: NewFormat: PaperbackISBN-10: 1638283400EAN: 9781638283409ISBN: 9781638283409Author: Jiancheng Liu, Vishal Asnani, Yuguang Yao, Xiaoming Liu, Xiao Guo, Yifan Gong, Xue Lin, Sijia LiuType: Crime & CriminalsRelease Date: 03/26/2024Publisher: now publishers IncDescription: This monograph presents a comprehensive exploration of Reverse Engineering of Deceptions (RED) in the field of adversarial machine learning. It delves into the intricacies of machine and human-centric attacks, providing a holistic understanding of how adversarial strategies can be reverse-engineered to safeguard AI systems.For machine-centric attacks, reverse engineering methods for pixel-level perturbations are covered, as well as adversarial saliency maps and victim model information in adversarial examples. In the realm of human-centric attacks, the focus shifts to generative model information inference and manipulation localization from generated images.In this work, a forward-looking perspective on the challenges and opportunities associated with RED are presented. In addition, foundational and practical insights in the realms of AI security and trustworthy computer vision are provided.Language: EnglishCountry/Region of Manufacture: USItem Height: 234mmItem Length: 156mmItem Weight: 170gGenre: Society & CultureTopic: Social Sciences, Computing & InternetBook Series: Foundations and Trends® in Privacy and SecurityRelease Year: 2024 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Reverse Engineering of Deceptions on Machine- and Human-Centric A
Title: Reverse Engineering of Deceptions on Machine- and Human-Centric A
ISBN-10: 1638283400
EAN: 9781638283409
ISBN: 9781638283409
Release Date: 03/26/2024
Release Year: 2024
Country/Region of Manufacture: US
Item Height: 234mm
Genre: Society & Culture
Topic: Computing & Internet
Number of Pages: 112 Pages
Publication Name: Reverse Engineering of Deceptions on Machine- and Human-Centric Attacks
Language: English
Publisher: Now Publishers
Subject: Security / General
Publication Year: 2024
Type: Textbook
Item Weight: 6 Oz
Subject Area: Computers
Author: Xiaoming Liu, Yuguang YAO, Vishal Asnani, Xiao Guo, Jiancheng Liu
Item Length: 9.2 in
Series: Foundations and Trends® in Privacy and Security Ser.
Item Width: 6.1 in
Format: Trade Paperback
