This three volume set, CCIS 2420 - 2422 , constitutes the proceedings of the Third International Conference on Cyberspace Simulation and Evaluation, CSE 2024, held in Shenzhen, China, during November 26–28, 2024.

The 90 full papers included in this book were carefully reviewed and selected from 164 submissions.

.- Attack Methodology in the Evaluation .

.- Directed Symbolic Execution Tool Based on Clang Static Analyzer: Efficient and Accurate Verification of Static Analysis Results.

.- A Survey on Covert Network Attack.

.- Review of Path Planning and Decision-Making in Automated Penetration Testing.

.- Dynamic Analysis of Attack Paths Based on Bayesian Attack Graph.

.- A Self-evolution Attack Tree Method Based on the MDATA Model for Attack Tactics Recommendation.

.- WFSCK: An Intelligent File System Check Recovery and Task Management Framework.

.- Power Analysis Attack Based on Chosen-plaintext.

.- Modeling and Assessing The Attack Behaviour of Weak Passwords Based on Attack Graph.

.- Other Simulation and Evaluation methods.

.- A Multispectral Pedestrian Detection Method Based on Feature Fusion.

.- Localization of small targets in smart grain warehouse based on VAE-LSTM.

.- Hybrid Indexing for Label-Constrained Reachability on Temporal Property Graphs.

.- Reverse Method for DGA Based on Generative BiLSTM  Model.

.- Enhancing Cross-Domain Data Analytics through MultiSource Transfer Learning.

.- A novel image encryption algorithm based on chaotic   tent mapping.

.- A Comparative Testing of Object Detection Model based on Adversarial Examples.

.- Exploring Occupational Gender Bias in Large Language Models of High-Resource Language.

.- FEDGA:FL with Dynamic Gradient and Group Normalization.

.- Evaluation Theory and Methodology.

.- Review of Fuzz Testing Techniques for Database Management Systems.

.- Correlation Analysis of Tor Traffic Based on RAINBOW Scheme in Cloud Computing Environment.

.- A hybrid framework for effective and efficient machine unlearning.

.- Enhancing Mixnets Security: Detecting and Isolating Malicious Nodes While Forcing Adversaries into Strategic Trade-offs.

.- Adaptive Web Crawling for Threat Intelligence Using a  Reinforcement Learning-Enhanced Large Language  Model.

.- Enhancing Continuous Cognitive Diagnosis with Fuzzy Strategy-Based Hybrid Genetic Algorithm.

.- An Attention-Based Fuzzy Logic Method for Enhancing Node Aggregations in Graph Neural Network.

.- Defense Methodology in the Evaluation I.

.- Privacy-preserving recommendation algorithm based on Federated Learning.

.- YOLOv8-MING: Research on privacy fall detection algorithm based on improved YOLOv8.

.- NetTrans: Robust Encrypted Network Traffic Analysis with Multi-modal Pre-training.

.- Language Game for Evading Privacy Disclosure Risks via LLM-based Multi-agent Simulation.

.- A Password Generation Scheme Excluding Personal Privacy Information.