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Digital Forensics and Cyber Crime 13th EAI International Conference, ICDF2C 2022, Boston, MA, November 16-18, 2022, Proceedings /

This book constitutes the refereed proceedings of the 13th EAI International Conference on Practical Aspects of Digital Forensics and Cyber Crime, ICDF2C 2022, held in Boston, MA, during November 16-18, 2022. The 28 full papers included in this book were carefully reviewed and selected from 80 submi...

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Dettagli Bibliografici
Ente Autore: SpringerLink (Online service)
Altri autori: Goel, Sanjay (Redattore), Gladyshev, Pavel (Redattore), Nikolay, Akatyev (Redattore), Markowsky, George (Redattore), Johnson, Daryl (Redattore)
Natura: Elettronico eBook
Lingua:inglese
Pubblicazione: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edizione:1st ed. 2023.
Serie:Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 508
Soggetti:
Artificial intelligence.
Application software.
Computers.
Computer networks .
Data protection.
Artificial Intelligence.
Computer and Information Systems Applications.
Computing Milieux.
Computer Communication Networks.
Data and Information Security.
Accesso online:https://doi.org/10.1007/978-3-031-36574-4
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Sommario:
  • Image Forensics
  • Image-to-Image Translation Generative Adversarial Networks for Video Source Camera Falsification
  • Towards efficient on-site CSAM triage by clustering images from a source point of view
  • Can Image Watermarking Efficiently Protect DeepLearning-Based Image Classifiers? – A Preliminary Security Analysis of an IP-Protecting Method
  • Forensics Analysis
  • Digital Forensics Tool Evaluation on Deleted Files
  • Forensic Analysis of Webex on the iOS Platform
  • Watch Your WeChat Wallet: Digital Forensics Approach on WeChat Payments on Android
  • Crypto Wallet Artifact Detection on Android Devices using Advanced Machine Learning Techniques
  • SPREAD SPECTRUM ANALYSIS
  • CSCD: A Cyber Security Community Detection Scheme on Online Social Networks
  • Shedding Light on Monopoly: Temporal Analysis of Drug Trades
  • Extracting Spread-Spectrum Hidden Data Based on Better Lattice Decoding
  • TRAFFIC ANALYSIS AND MONITORING
  • MQTT Traffic Collection and ForensicAnalysis Framework
  • IoT Malicious Traffic Detection Based on FSKDE and Federated DIOT-Pysyft
  • Crime and Incident Watch for Smart Cities: A Sensor-Based Approach
  • Malware Analysis
  • The Lightweight Botnet Detection Model Based on the Improved UNet
  • On the application of active learning to handle data evolution in Android malware detection
  • Volatility Custom Profiling for Automated Hybrid ELF Malware Detection
  • Security Risk Management
  • The Need for Biometric Anti-Spoofing Policies: The Case of Etsy
  • VPnet: A Vulnerability Prioritization Approach Using Pointer Network and Deep Reinforcement Learning
  • Are External Auditors Capable of Dealing with Cybersecurity Risks?
  • Deep Learning-based Detection of Cyberattacks in Software-Defined Networks
  • Deep Learning Based Network Intrusion Detection System for Resource-Constrained Environments
  • Poisoning-Attack Detection using an Auto-Encoder for Deep Learning Models
  • PRIVACY AND SECURITY
  • Attribute-based Proxy Re-encryption with Privacy Protection for Message Dissemination in VANET
  • PBPAFL: A Federated Learning Framework with Hybrid Privacy Protection for Sensitive Data
  • Cyber Crime undermines Data Privacy efforts – On the Balance between Data Privacy and Security
  • Automating the Flow of Data Between Digital Forensic Tools using Apache NiFi
  • Android Mobile Terminal Security Assessment Based on Analytical Hierarchy Process (AHP)
  • A General Steganalysis Method of QR Codes.

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