LEADER 04705nam 22007095 450 001 9910770267403321 005 20251008143714.0 010 $a9783031426377 010 $a3031426371 024 7 $a10.1007/978-3-031-42637-7 035 $a(CKB)29353510400041 035 $a(MiAaPQ)EBC31015642 035 $a(Au-PeEL)EBL31015642 035 $a(OCoLC)1414457637 035 $a(DE-He213)978-3-031-42637-7 035 $a(EXLCZ)9929353510400041 100 $a20231212d2023 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAI Embedded Assurance for Cyber Systems /$fedited by Cliff Wang, S.S. Iyengar, Kun Sun 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (252 pages) 311 08$a9783031426360 327 $aPart. I. AI/ML for Digital Forensics -- Chapter. 1. Writer-dependent Off-line Signature Verification with Neural Networks -- Chapter. 2. Political Activism and Technology -- Chapter. 3. Forensic Proof and Criminal Liability for Development, Distribution and Use of Artificial Intelligence -- Part. II. AI/ML for CPS -- Chapter. 4. Automotive Batteries as Anomaly Detectors -- Chapter. 5. Zero Trust Architecture For Cyber-Physical Power System Security Based on Machine Learning -- Chapter. 6. AI-enabled Real-time Sensor Attack Detection for Cyber-physical Systems -- Part. III. AI/ML for Cyber Analysis -- Chapter. 7. Generating Vulnerable Code via Learning-Based Program Transformation -- Chapter. 8. Security and Privacy Problems in Self-Supervised Learning -- Chapter. 9. Federated Learning for IoT Applications, Attacks and Defense Methods -- Chapter. 10. AI Powered Correlation Technique to Detect VirtualMachine Attacks in Private Cloud Environment -- Chapter. 11. Detecting Fake Users in Online Social Networks -- Chapter. 12. Explaining Deep Learning based Security Applications -- Glossary -- Index. 330 $aThe rapid growth and reliance on cyber systems have permeated our society, government, and military which is demonstrated in this book. The authors discuss how AI-powered cyber systems are designed to protect against cyber threats and ensure the security and reliability of digital systems using artificial intelligence (AI) technologies. As AI becomes more integrated into various aspects of our lives, the need for reliable and trustworthy AI systems becomes increasingly important. This book is an introduction to all of the above-mentioned areas in the context of AI Embedded Assurance for Cyber Systems. This book has three themes. First, the AI/ML for digital forensics theme focuses on developing AI and ML powered forensic tools, techniques, software, and hardware. Second, the AI/ML for cyber physical system theme describes that AI/ML plays an enabling role to boost the development of cyber physical systems (CPS), especially in strengthening the security and privacy ofCPS. Third, the AI/ML for cyber analysis theme focuses on using AI/ML to analyze tons of data in a timely manner and identify many complex threat patterns. This book is designed for undergraduates, graduate students in computer science and researchers in an interdisciplinary area of cyber forensics and AI embedded security applications. It is also useful for practitioners who would like to adopt AIs to solve cyber security problems. 606 $aComputational intelligence 606 $aComputer networks$xSecurity measures 606 $aArtificial intelligence 606 $aComputer crimes 606 $aCooperating objects (Computer systems) 606 $aComputational Intelligence 606 $aMobile and Network Security 606 $aArtificial Intelligence 606 $aComputer Crime 606 $aCybercrime 606 $aCyber-Physical Systems 615 0$aComputational intelligence. 615 0$aComputer networks$xSecurity measures. 615 0$aArtificial intelligence. 615 0$aComputer crimes. 615 0$aCooperating objects (Computer systems) 615 14$aComputational Intelligence. 615 24$aMobile and Network Security. 615 24$aArtificial Intelligence. 615 24$aComputer Crime. 615 24$aCybercrime. 615 24$aCyber-Physical Systems. 676 $a006.3 700 $aWang$b Cliff$0994400 701 $aIyengar$b S. S$01069735 701 $aSun$b Kun$01072499 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910770267403321 996 $aAI Embedded Assurance for Cyber Systems$93660399 997 $aUNINA