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Cover image for Digital Forensics and Cyber Crime 13th EAI International Conference, ICDF2C 2022, Boston, MA, November 16-18, 2022, Proceedings
Title:
Digital Forensics and Cyber Crime 13th EAI International Conference, ICDF2C 2022, Boston, MA, November 16-18, 2022, Proceedings
Author:
Goel, Sanjay. editor.
ISBN:
9783031365744
Edition:
1st ed. 2023.
Physical Description:
XIII, 486 p. 292 illus., 150 illus. in color. online resource.
Series:
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 508
Contents:
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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