Security and Artificial Intelligence

A Crossdisciplinary Approach

Häftad, Engelska, 2022

Av Lejla Batina, Thomas Bäck, Ileana Buhan, Stjepan Picek, Thomas Back

1 199 kr

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AI has become an emerging technology to assess security and privacy, with many challenges and potential solutions at the algorithm, architecture, and implementation levels.

Produktinformation

Utgivningsdatum2022-04-08
Mått155 x 235 x 22 mm
Vikt548 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor361
FörlagSpringer Nature Switzerland AG
ISBN9783030987947

Tillhör följande kategorier

Tillämpad datateknik inom Data och it
Hårdvara inom Data och it
Artificiell intelligens inom Data och it
Nätverk och kommunikation inom Data och it
IT-säkerhet inom Data och it

AI for Cryptography.- Artificial Intelligence for the Design of Symmetric Cryptographic Primitives.- Traditional Machine Learning Methods for Side-Channel Analysis.- Deep Learning on Side-Channel Analysis.- Artificial Neural Networks and Fault Injection Attacks.- Physically Unclonable Functions and AI: Two Decades of Marriage.- AI for Authentication and Privacy.- Privacy-Preserving Machine Learning using Cryptography.- Machine Learning Meets Data Modification: the Potential of Pre-processing for Privacy Enhancement.- AI for Biometric Authentication Systems.- Machine Learning and Deep Learning for Hardware Fingerprinting. - AI for Intrusion Detection.- Intelligent Malware Defenses.- Open-World Network Intrusion Detection.- Security of AI.- Adversarial Machine Learning.- Deep Learning Backdoors. - On Implementation-level Security of Edge-based Machine Learning Models.

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