El. knyga: Ubiquitous Security: Second International Conference, UbiSec 2022, Zhangjiajie, China, December 28-31, 2022, Revised Selected Papers

Cyberspace Security.- Support Tool Selection in Digital Forensics
Training.- Listen to the Music: Evaluating the Use of Music in Audio Based
Authentication.- A Hybrid Secure Two-party Protocol for Vertical Federated
Learning.- Detecting Unknown Vulnerabilities in Smart Contracts with
Multi-Label lassification Model Using CNN-BiLSTM.- CATS: A serious game in
industry towards stronger cloud security.- Automated Vulnerability Detection
in Source Code Using Quantum Natural Language Processing.- System Call
Processing Using Lightweight NLP for IoT Behavioral Malware
Detection.- Vulnerability Detection with Representation Learning.- Assessing
Vulnerability from Its Description.- Malware Traffic Classification Based on
GAN and BP Neural Networks.- Source Code Vulnerability Detection using Deep
Learning Algorithms for Industrial Applications.- Detecting Unknown
Vulnerabilities in Smart Contracts with Binary Classification Model Using
Machine Learning.- Prototyping the IDS Security Components in the Context of
Industry 4.0 - A Textile and Clothing Industry Case Study.- An Aspect-Based
Semi-Supervised Generative Model for Online Review Spam
Detection.- Hierarchical Policies of Subgoals for Safe Deep Reinforcement
Learning.- Improved DeepLabV3+ based Railway track extraction to Enhance
Railway Transportation Safety.- Analysis of Techniques for Detection and
Removal of Zero-Day Attacks (ZDA).- Android Malware Detection: A Literature
Review.- Threat Modeling in Cloud Computing - A Literature Review.- A New
Signal Packing Algorithm for CAN-FD with Security Consideration.- An
Adversarial Sample Defense Method based on Saliency
Information.- BlockLearning: A Modular Framework for Blockchain-based
Vertical Federated Learning.- Cyberspace Privacy.- An Interactive Query
Differential Privacy Protection Model Based on Big Data
Analysis.- Decentralized Collaborative Filtering Algorithm with Privacy
Preserving for Recommendation in Mobile Edge Computing.- Encryption Proxies
in a Confidential Computing Environment.- FedTA:Locally-Differential
Federated Learning with Top-k Mechanism and Adam
Optimization.- Differentially Private Clustering Algorithm for Mixed
Data.- Impact Of Reenactment Programs on Young Generation.- Sensor Cloud Data
Privacy Protection Model Based On Collaborative Deep Learning.- Cyberspace
Anonymity.- An Improved Cuckoo Search Algorithm and Its Application in
Function Optimization.- Empirical Likelihood for PLSIM with Missing Response
Variables and Error-prone Covariates.- High-speed Anonymous Device
Authentication without Asymmetric Cryptography in the
Internet-of-Things.- A-VMD: Adaptive Variational Mode Decomposition Scheme
for Noise Reduction in Sensor-Cloud.- A Thermal-Aware Scheduling Algorithm
for Reducing Thermal Risks in DAG-based Applications in Cyber-Physical
Systems.- Short Papers.- Garbage recognition algorithm based on
self-attention mechanism and deep sorting.- Approaches for Zero Trust
Adoption Based Upon Organization Security Level.- Multi-Mobile Agent Security
by Design Itinerary Planning Approach in Wireless Sensor Network.- On the
Variability in the Application and Measurement of Supervised Machine Learning
in Cyber Security.