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Artificial Intelligence and Blockchain in Digital Forensics [electronic resource].
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Ka?rttike?yan牽, Pa. Pande, Hari Mohan. Sarveshwaran, Velliangiri. |
| 서명/저자사항 | Artificial Intelligence and Blockchain in Digital Forensics[electronic resource]. |
| 발행사항 | Milton : River Publishers, 2023. |
| 형태사항 | 1 online resource (297 p.). |
| 총서사항 | River Publishers Series in Digital Security and Forensics Ser. |
| 소장본 주기 | Added to collection customer.56279.3 |
| ISBN | 9781000848083 1000848086 9781003374671 1003374670 100084806X 9781000848069 |
| 기타표준부호 | 10.1201/9781003374671doi |
| 일반주기 |
Description based upon print version of record.
3 Automatic Identification of Cyber Predators Using Text Analytics and Machine Learning |
| 내용주기 | Cover -- Half Title -- Untitled -- Series -- Title -- Copyright -- Table of Contents -- Preface -- Acknowledgment -- List of Contributors -- List of Figures -- List of Tables -- List of Abbreviations -- 1 Digital Forensics Meets AI: A Game-changer for the 4th Industrial Revolution -- 1.1 Introduction -- 1.2 Digital Forensics -- 1.2.1 Growing need for digital forensics -- 1.2.2 Process of digital forensics -- 1.2.3 Advantages offered and limitations confronted by digital forensics -- 1.3 AI and Digital Forensics -- 1.3.1 Contribution of AI in the realm of digital forensics 1.3.1.1 Knowledge representation -- 1.3.1.2 Reasoning process -- 1.3.1.3 Pattern recognition -- 1.3.1.4 Knowledge discovery -- 1.3.1.5 Adaptation -- 1.3.2 Different variants of AI-based digital forensics -- 1.3.3 AI techniques used by digital forensics investigators -- 1.3.4 Deep learning tools and techniques helping in the domain of digital forensics -- 1.4 Latest AI Trends Impacting Digital Forensics -- 1.4.1 AI has taken a leap from novelty to necessity -- 1.4.2 Data-driven AI can generate valuable content -- 1.4.3 Smaller datasets are as amenable as big data 1.4.4 Edge analytics: An upcoming AI trend -- 1.4.5 Citizen data scientists: The next big thing under AI -- 1.4.6 AI has an ethical and responsible role in society -- 1.5 Challenges and the Road Ahead -- 1.5.1 Key challenges to be addressed -- 1.5.1.1 Heterogeneity, resulting in lack of standardization -- 1.5.1.2 AI can be a double-edged sword -- 1.5.1.3 Privacy-preserving and legitimacy outcry -- 1.5.2 Road to the future -- 1.6 Conclusion -- References -- 2 Mitigating and Controlling Virtual Addiction Through Web Forensics and Deep Learning -- 2.1 Introduction 2.2 Internet Addiction (IA) Types -- 2.2.1 Cyberbullying addiction -- 2.2.2 Web obligations -- 2.2.3 Addiction to cyberspace relationships -- 2.2.4 Anxious searching for content -- 2.2.5 Gaming addiction -- 2.2.6 Smartphone mobile app addiction -- 2.3 Human Behavior Analysis -- 2.4 Deep Learning's Relevance to HumanBehavior Prediction -- 2.5 Forms of online mining -- 2.5.1 HTML page information extraction -- 2.5.2 Commonly associated metadata extraction -- 2.5.3 Customized web usage monitoring -- 2.6 Web Usage Mining Process -- 2.7 RNN-based Analysis of Web History Log Data 2.8 Feed-forward Networks Versus RNNs -- 2.9 RNN Relying on LSTM -- 2.10 Various Categories of Forensics -- 2.10.1 Digital forensics -- 2.10.2 Forensics over networking -- 2.10.3 Web forensics -- 2.10.4 Cloud forensics -- 2.10.5 Mobile forensics -- 2.10.6 Web browser forensics -- 2.11 Web Browser Artifacts -- 2.11.1 Navigation history -- 2.11.2 Autocomplete data -- 2.11.3 Cache -- 2.11.4 Favicons -- 2.11.5 Browser session storage -- 2.11.6 Form data -- 2.12 Analysis of Website Usage History -- 2.13 Conclusion -- 2.14 Acknowledgement -- References |
| 요약 | Over the past two decades, improvements in the information technology landscape have made the collection, preservation, and analysis of digital evidence extremely important. This book can provide a wide-ranging overview of how AI and blockchain can be used to solve problems in digital forensics using advanced tools and applications. |
| 일반주제명 | Digital forensic science. Artificial intelligence. Blockchains (Databases) COMPUTERS / Programming / Systems Analysis & Design LAW / Forensic Science SCIENCE / Energy |
| 언어 | 영어 |
| 기타형태 저록 | Print version:Karthikeyan, P.Artificial Intelligence and Blockchain in Digital ForensicsMilton : River Publishers,c20239788770226882 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=3479711 |
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