Artificial Intelligence (AI) in Forensic Sciences

ISBN-13: 9781119813323 / Angielski / Twarda / 2023 / 312 str.

K Franke

Spis treści

1. Introduction 2. AI-based forensic evaluation in court: the desirability of explanation and the necessity of validation 3. AI for Evidence in criminal proceedings: techno-legal challenges for reliability assurance 4. Formalising Representation and Interpretation of Digital Evidence to Reinforce Reasoning and Automated Analysis 5. Towards the use of Artificial Intelligence in Digital Investigations 6. On the feasibility of social network analysis methods for investigating large-scale criminal networks 7. Mapping NLP Techniques to Investigation and Investigative Interviews 8. The influence of compression on the detection of Deepfake videos 9. Event Log Analysis and Correlation : a digital forensic perspective 10. (Hyper-)graph analysis and its application in forensics 11. Conclusions 1. Introduction 2. AI-based forensic evaluation in court: the desirability of explanation and the necessity of validation 3. AI for Evidence in criminal proceedings: techno-legal challenges for reliability assurance 4. Formalising Representation and Interpretation of Digital Evidence to Reinforce Reasoning and Automated Analysis 5. Towards the use of Artificial Intelligence in Digital Investigations 6. On the feasibility of social network analysis methods for investigating large-scale criminal networks 7. Mapping NLP Techniques to Investigation and Investigative Interviews 8. The influence of compression on the detection of Deepfake videos 9. Event Log Analysis and Correlation : a digital forensic perspective 10. (Hyper-)graph analysis and its application in forensics 11. Conclusions

O autorze

Edited byZeno Geradts, is a senior forensic scientist at the Forensic Digital Biometrics Traces Department at the Netherlands Forensic Institute, Ministry of Justice and Security, The Hague, The Netherlands.Katrin Franke is Professor of Computer Science at the Department of Information Security and Communication Technology at NTNU in Gjøvik, Norway. She has over 25 years' experience in basic and applied research for financial services and law enforcement agencies (LEAs), working closely with banks and LEAs in Europe, North America and Asia.