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    • Nyhet

    Digital Forensics and Cyber Crime

    16th EAI International Conference, ICDF2C 2025, Miami, FL, USA, November 17–19, 2025, Proceedings, Part II

    AvKim-Kwang Raymond Choo,Alexander Perez-Pons

    Häftad, Engelska, 2026

    Del 686 i serien Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

    973 kr

    Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

    Beskrivning

    This two-volume set, LNICST 685 and 686, constitutes the refereed post-conference proceedings of the 16th EAI International Conference on Digital Forensics and Cyber Crime, ICDF2C 2025, Miami, FL, USA, during November 17–19, 2025.The 66 full papers and 1 poster paper included in these volumes were carefully reviewed and selected from 163 submissions. They have been organized in the following topical sections:Part I: AI and Machine Learning in Digital Forensics: Papers applying AI, LLMs, and deep learning to detect anomalies,enhance forensics, or improve model reliability; Digital Forensics and Incident Response: Focused on forensic investigation, evidence recovery, data analysis, and structured workflows; Adversarial Machine Learning and Attack Detection: Addressing adversarial AI, attack simulation, and defensive mechanisms; and Cyber Threat Intelligence and Malware Analysis: Focus on malware detection, honeynets, phishing, traffic analysis, and intrusion defense.Part II: Cyber Threat Intelligence and Malware Analysis: Focus on malware detection, honeynets, phishing, traffic analysis, and intrusion defense; Digital Evidence Management, Blockchain, and Privacy: Addressing blockchain forensics, data provenance, and privacy-preserving computation; Critical Infrastructure and Cyber-Physical Security: Cyber resilience in physical and industrial systems, including IoT, satellites, and SCADA; Legal, Policy, and AI Governance in Digital Forensics: Studies bridging AI governance, digital law, compliance, and socio-technical policy; and Posters & Demos.

    Produktinformation

    • Utgivningsdatum:2026-07-08
    • Mått:155 x 235 x 32 mm
    • Vikt:890 g
    • Format:Häftad
    • Språk:Engelska
    • Serie:Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
    • Antal sidor:584
    • Förlag:Springer Nature Switzerland AG
    • ISBN:9783032225443

    Utforska kategorier

    • Brottsutredning och kriminalteknik inom Samhälle och politik
    • IT-säkerhet inom Data och IT
    • Nätverk och kommunikation inom Data och IT

    Innehållsförteckning

    • .- Cyber Threat Intelligence and Malware Analysis: Focus on malware detection, honeynets, phishing, traffic analysis, and intrusion defense. .-  An encrypted traffic classification method based on Mamba and wavelet transform convolution..- MFETD: Multimodal Feature Fusion for Encrypted Traffic Detection based on Transformer..- Online Learning for Android Malware Detection under Concept-Drift..- Evaluating the Impact of Honeynets on Malicious Activity in Home Network Environments..- Revealing the Intents: Malware Protocol Semantic Inference using Large Language Models..- PhishIntentionLLM: Uncovering Phishing Website Intentions through Multi-Agent Retrieval-Augmented Generation..- APT-Agent: A Training-Free, Unsupervised, LLM-Based Multi-Agent Framework for Interpretable Advanced Persistent Threat Detection..- Digital Evidence Management, Blockchain, and Privacy: Addressing blockchain forensics, data provenance, and privacy-preserving computation..- Blockchain-based vs. SQL Database Systems for Digital Twin Evidence Management: A Comparative Forensic Analysis..- FAIR-MPC:Secure and Auditable SMPC for Anonymous Financial Collaboration..- Privacy-Preserving k-Bitruss Community Query over Encrypted Bipartite Graphs..- Towards Regulated and Accountable Privacy-Preserving Retrieval for Digital Forensics: A Cryptographic Design Framework..- Automatic Recovery of Cryptowallets from Mnemonic Seed Phrases..- AnchorMark: Real-World Anchor-Based Watermarking for Digital Content Authentication and Manipulation Detection..- Critical Infrastructure and Cyber-Physical Security: Cyber resilience in physical and industrial systems, including IoT,satellites, and SCADA..-  Resilient Satellite Cybersecurity: Integrating NIST and AI Governance..-  An Enhanced Federated Machine Learning Approach for Decentralized Water Contamination Detection..- DepFieldGen: Research on Dependent Field Generation for Secure ICS Protocols..- A ROSI-Based Framework with Zero Trust Architecture: Interdependent Risks and Cybersecurity Investment..- Accelerating Criminal Investigations with TRACY..- Legal, Policy, and AI Governance in Digital Forensics:Studies bridging AI governance, digital law, compliance, and socio-technical policy..- Retrospective Analysis of Legal Documents Using Hybrid AI - A Preliminary Empirical Study of Historical Search Warrant Processing..- Where the Money Is: Shadow AI Risks to Family Offices and the Wealth Management Sector..- Chances and Challenges of the Model Context Protocol in Digital Forensics and Incident Response..- SCOPE - Activity Recognition Using Temporally Dominant Topic Identification In Forensic Chat Analysis..- Automating Cloud Security and Forensics Through a Secure-by-Design GenAI Framework..- Understanding Online Grooming Through LLMs: Stage Detection and Linguistic Patterns..- Emerging Research, Tools, and Experimental Frameworks: Novel methods, datasets, and future directions in digital forensics and cybersecurity..- Graph Neural Networks for Video Device Identification..-  WebHunter: An LLM-Agent with Exploit Planning and Tool Collaboration for Automated SQL Injection..- AFLTrans: An Intelligent Generative Fuzz Testing Method for Binary Programs Based on Transformer..-  HLSEn: High-level Semantic Awareness Pseudo-code Encoding for Binary Code Similarity Detection..- SolDataVul-LLaMA Dataset: a LLM-driven construction method and detection research of smart contract vulnerability dataset in data trading scenarios..-  The sample classification method accelerates the efficiency of robustness verification..- MuLImg-SCV: Multi-Label Vulnerability Classification of Smart Contracts Based on RGB Image..- On the Security of the RDHEI by Binary Symmetric Channel and Polar Code..- Posters & Demos..- Enhancing Trust in VideoKYC: Deepfake Detection and Source Attribution.
    Hoppa över listan

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