Digital Forensics and Cyber Crime : 13th EAI International Conference, ICDF2C 2022, Boston, MA, November 16-18, 2022, Proceedings / / edited by Sanjay Goel, Pavel Gladyshev, Akatyev Nikolay, George Markowsky, Daryl Johnson

• Record Nr.: UNINA9910734889303321
• Pubbl/distr/stampa: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
• ISBN: 9783031365744; 3031365747
• Edizione: [1st ed. 2023.]
• Descrizione fisica: 1 online resource (488 pages)
• Collana: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, , 1867-822X ; ; 508
• Disciplina: 363.25968
• 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; Delictes informàtics; Control d'accés als ordinadors; Seguretat informàtica; Intel·ligència artificial; Protecció de dades; Congressos; Llibres electrònics
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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 submissions. They were organized in topical sections as follows: Image Forensics; Forensics Analysis; spread spectrum analysis; traffic analysis and monitoring; malware analysis; security risk management; privacy and security.