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Digital forensics and cyber crime = 15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024 : proceedings.. Part I /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Digital forensics and cyber crime/ edited by Sanjay Goel ... [et al.].
其他題名:	15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024 : proceedings.
其他題名:	ICDF2C 2024
其他作者:	Goel, Sanjay.
團體作者:	International Conference on Digital Forensics and Cyber Crime
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xvii, 357 p. :ill. (some col.), digital ;24 cm.
內容註:	Artificial Intelligence & Security. -- Hacking Mobile Biometrics with the Photograph of a Fingerprint. -- Multi-tool Approach for Advanced Quantum Key Distribution Network Modeling. -- Deep Learning Methods for Intrusion Detection Systems on the CSE-CIC-IDS2018 Dataset: A Review. -- CTIMiner: Cyber Threat Intelligence Mining Using Adaptive Multi-Task Adversarial Active Learning. -- Multimedia Forensics. -- Toward Forensic-Friendly AI: Integrating Blockchain with Federated Learning to Enhance AI Trustworthiness. -- The Hidden Realms of Router Apps: Forensic Analysis of TP-Link Tether and ASUS Router. -- ENF Match with Masking: a new method for searching with sparse signal. -- Lightweight Multi-Tier IDS for UAV Networks: Enhancing UAV Zero-Day Attack Detection with Honeypot Threat Intelligence. -- Intrusion Detection. -- Reducing False Positives in Intrusion Detection System Alerts: A Novel Aggregation and Correlation Model. -- APTChaser: Cyber Threat Attribution via Attack Technique Modeling. -- What Do We Know About the Psychology of Insider Threats?. -- A Digital Profiling Triage Model for Industrial Espionage. -- Intrusion and Fraud Detection. -- Uncovering Fraudulent Patterns in USDT Transactions on the TRON Blockchain with EDA and Machine Learning. -- Sky-Eye: Detect Multi-Stage Cyber Attacks at the Bigger Picture. -- ATKHunter: Towards Automated Attack Detection by Behavior Pattern Learning. -- Large Language Models, Advances in Security and Forensics. -- Investigating the Effectiveness of Bayesian Spam Filters in Detecting LLM-modified Spam Mails. -- SecureSem: Sensitive Text Classification based on Semantic Feature Optimization. -- The Hidden Dangers of Publicly Accessible LLMs: A Case Study on Gab AI. -- Advances in Security and Forensics. -- Biologically Sustainable Cyber-Physical Spaces: a Systematic Literature Review. -- Detecting Criminal Networks via Non-Content Communication Data Analysis Techniques from the TRACY Project.
Contained By:	Springer Nature eBook
標題:	Computer crimes - Congresses. - Investigation -
電子資源:	https://doi.org/10.1007/978-3-031-89363-6
ISBN:	9783031893636

Digital forensics and cyber crime = 15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024 : proceedings.. Part I /
Digital forensics and cyber crime15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024 : proceedings.Part I /[electronic resource] :ICDF2C 2024edited by Sanjay Goel ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xvii, 357 p. :ill. (some col.), digital ;24 cm. - Lecture notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering,6131867-822X ;. - Lecture notes of the Institute for Computer Sciences, Social Informatics, and Telecommunications Engineering ;613..

Artificial Intelligence & Security. -- Hacking Mobile Biometrics with the Photograph of a Fingerprint. -- Multi-tool Approach for Advanced Quantum Key Distribution Network Modeling. -- Deep Learning Methods for Intrusion Detection Systems on the CSE-CIC-IDS2018 Dataset: A Review. -- CTIMiner: Cyber Threat Intelligence Mining Using Adaptive Multi-Task Adversarial Active Learning. -- Multimedia Forensics. -- Toward Forensic-Friendly AI: Integrating Blockchain with Federated Learning to Enhance AI Trustworthiness. -- The Hidden Realms of Router Apps: Forensic Analysis of TP-Link Tether and ASUS Router. -- ENF Match with Masking: a new method for searching with sparse signal. -- Lightweight Multi-Tier IDS for UAV Networks: Enhancing UAV Zero-Day Attack Detection with Honeypot Threat Intelligence. -- Intrusion Detection. -- Reducing False Positives in Intrusion Detection System Alerts: A Novel Aggregation and Correlation Model. -- APTChaser: Cyber Threat Attribution via Attack Technique Modeling. -- What Do We Know About the Psychology of Insider Threats?. -- A Digital Profiling Triage Model for Industrial Espionage. -- Intrusion and Fraud Detection. -- Uncovering Fraudulent Patterns in USDT Transactions on the TRON Blockchain with EDA and Machine Learning. -- Sky-Eye: Detect Multi-Stage Cyber Attacks at the Bigger Picture. -- ATKHunter: Towards Automated Attack Detection by Behavior Pattern Learning. -- Large Language Models, Advances in Security and Forensics. -- Investigating the Effectiveness of Bayesian Spam Filters in Detecting LLM-modified Spam Mails. -- SecureSem: Sensitive Text Classification based on Semantic Feature Optimization. -- The Hidden Dangers of Publicly Accessible LLMs: A Case Study on Gab AI. -- Advances in Security and Forensics. -- Biologically Sustainable Cyber-Physical Spaces: a Systematic Literature Review. -- Detecting Criminal Networks via Non-Content Communication Data Analysis Techniques from the TRACY Project.

The two-volume set, LNICST 613 and 614, constitutes the refereed post-conference proceedings of the 15th EAI International Conference on Digital Forensics and Cyber Crime, ICDF2C 2024, held in Dubrovnik, Croatia, during October 9-10, 2024. The 40 full papers presented here were carefully selected and reviewed from 90 submissions. These papers have been organized in the following topical sections: Part I- Artificial Intelligence & Security; Multimedia Forensics; Intrusion Detection; Intrusion and Fraud Detection; Large Language Models, Advances in Security and Forensics; Advances in Security and Forensics. Part II- Security Analytics, Threat Intelligence, Multimedia Forensics; Generative AI, Emerging Threats.

ISBN: 9783031893636

Standard No.: 10.1007/978-3-031-89363-6doiSubjects--Topical Terms:

907136
Computer crimes
--Investigation--Congresses.

LC Class. No.: HV8079.C65 / I58 2024

Dewey Class. No.: 363.25968

Digital forensics and cyber crime = 15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024 : proceedings.. Part I /
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