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ORCID15th ICDF2C 2024: Dubrovnik, Croatia - Part I
- Sanjay Goel
, Ersin Uzun, Mengjun Xie, Sumantra Sarkar:
Digital Forensics and Cyber Crime - 15th EAI International Conference, ICDF2C 2024, Dubrovnik, Croatia, October 9-10, 2024, Proceedings, Part I. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 613, Springer 2025, ISBN 978-3-031-89362-9
Artificial Intelligence and Security
- Sarah Dill, Joseph Hommel, Justin Kennedy, Vaughn Woerpel, Justin Pelletier:
Hacking Mobile Biometrics with the Photograph of a Fingerprint. 3-16 - Ivan Cvitic, Dragan Perakovic, Josip Vladava, Karlo Gavrilovic:
Multi-tool Approach for Advanced Quantum Key Distribution Network Modeling. 17-37 - Yüksel Çelik, Erdal Basaran, Sanjay Goel:
Deep Learning Methods for Intrusion Detection Systems on the CSE-CIC-IDS2018 Dataset: A Review. 38-65 - Chunyan Ma, Zhengwei Jiang, Kai Zhang, Jun Jiang, Peian Yang, Bo Xu, Huamin Feng:
CTIMiner: Cyber Threat Intelligence Mining Using Adaptive Multi-task Adversarial Active Learning. 66-85
Multimedia Forensics
- Safiia Mohammed, Alioune Ngom:
Toward Forensic-Friendly AI: Integrating Blockchain with Federated Learning to Enhance AI Trustworthiness. 89-99 - Akif Ahsen Ozer, Umit Karabiyik:
The Hidden Realms of Router Apps: Forensic Analysis of TP-Link Tether and ASUS Router. 100-112 - Nicola Landro, Lorenzo Schiavone, Anselmo Castelo Branco Ferreira, Laurent Beslay:
ENF Match with Masking: A New Method for Searching with Sparse Signal. 113-128 - Abdul Majid Jamil, Yue Cao, Naveed Ahmad, Aduwati Sali, Mohammed Ali Alshare, Long Chen, Hassan Jalil Hadi:
Lightweight Multi-tier IDS for UAV Networks: Enhancing UAV Zero-Day Attack Detection with Honeypot Threat Intelligence. 129-150
Intrusion Detection
- Hassan Jalil Hadi, Yue Cao, Faisal Bashir Hussain, Naveed Ahmad, Mohammed Ali Alshara, Insaf Ullah, Yasir Javed, Yinglong He, Abdul Majid Jamil:
Reducing False Positives in Intrusion Detection System Alerts: A Novel Aggregation and Correlation Model. 153-167 - Yiming Zhang, Peian Yang, Zhengwei Jiang, Chunyan Ma, Mengjiao Cui, Yizhe You:
APTChaser: Cyber Threat Attribution via Attack Technique Modeling. 168-185 - Jukka Ruohonen, Mubashrah Saddiqa:
What Do We Know About the Psychology of Insider Threats? 186-211 - Jieun Dokko, Michael Shin:
A Digital Profiling Triage Model for Industrial Espionage. 212-230
Intrusion and Fraud Detection
- Yi Anson Lam, Kam-Pui Chow, Siu-Ming Yiu:
Uncovering Fraudulent Patterns in USDT Transactions on the TRON Blockchain with EDA and Machine Learning Techniques. 233-248 - Pengcheng Bi, Qi Wang, Zhuohang Lv, Xiaochun Yun, Tianning Zang:
Sky-Eye: Detect Multi-stage Cyber Attacks at the Bigger Picture. 249-266 - Yuedong Pan, Lixin Zhao, Chaofei Li, Tao Leng, Aimin Yu, Lijun Cai, Dan Meng:
ATKHunter: Towards Automated Attack Detection by Behavior Pattern Learning. 267-282
Large Language Models, Advances in Security and Forensics
- Malte Josten, Torben Weis:
Investigating the Effectiveness of Bayesian Spam Filters in Detecting LLM-Modified Spam Mails. 285-295 - Kangyuan Qin, Ran Liu, Min Yu, Gang Li, Mingqi Liu, Jingyuan Li, Weiqing Huang, Jianguo Jiang:
SecureSem: Sensitive Text Classification Based on Semantic Feature Optimization. 296-311 - Lakshika Vaishnav, Sakshi Singh, Kimberly A. Cornell:
The Hidden Dangers of Publicly Accessible LLMs: A Case Study on Gab AI. 312-330
Advances in Security and Forensics
- Mirella Sangiovanni, George Manias, Willem-Jan van den Heuvel:
Biologically Sustainable Cyber-Physical Spaces: A Systematic Literature Review. 333-339 - Pradeep Rangappa, Amanda Muscat, Alejandra Sanchez Lara, Petr Motlícek, Michaela Antonopoulou, Ioannis Fourfouris, Antonios Skarlatos, Nikos Avgerinos, Manolis Tsangaris, Kasia Kostka:
Detecting Criminal Networks via Non-content Communication Data Analysis Techniques from the TRACY Project. 340-353
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