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This book constitutes the refereed proceedings of the 25th International Conference on Information Security Applications, WISA 2024, held in Jeju Island, South Korea, during August 21-23, 2024.
The 28 full papers included in this book were carefully reviewed and selected from 87 submissions. They were organized in topical sections as follows: Cryptography; Network Security; AI Security 1; Network & Application Security; AI Security 2; CPS Security; Fuzzing; Malware; Software Security; and Emerging Topic.
.- Cryptography. .- ECPM Cryptanalysis Resource Estimation. .- Integral Attack with Bit-based Division Property on the Lightweight Block Cipher LBC. .- Network Security. .- ARP Spoofing Mitigation for the E2 Interface in Open RAN: An xApp Approach. .- Investigating the Transferability of Evasion Attacks in Network Intrusion Detection Systems Considering Domain-Specific Constraints. .- Enhancing Robustness in NIDS via Coverage Guided Fuzzing and Adversarial Training. .- AI Security 1. .- VoteGAN: Generalized Membership Inference Attack Against Generative Models by Multiple Discriminators. .- Unsupervised Contextual Anomalous Communication Detection Using VQ Tokeniza tion with Flow Data. .- Boosting Black-Box Transferability of Weak Audio Adversarial Attacks with Random Masking. .- Network & Application Security. .- Security Function for 5G-Advanced and 6G: Malicious UE Detection in Network Slicing. .- Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Emperi cal Analysis. .- LM Guardrail Framework: A Novel Approach for Implementing Zero Trust Architecture. .- AI Security 2. .- ChatDEOB: An Effective Deobfuscation Method based on Large Language Model. .- An effective ensemble algorithm for short-term load forecasting. .- CPS Security. .- PUF-Based Authentication and Authorization Protocol for IoT. .- Field Testing and Detection of Camera Interference for Autonomous Driving .- One-class Classification-based Position Falsification Detection System in C-ITS Communication Network. .- Fuzzing. .- Reverse Engineering-Guided Fuzzing for CAN Bus Vulnerability Detection. .- Air-Fuzz: Feasibility analysis of fuzzing-based side-channel information leakage attack in air-gapped networks. .- Fuzzing JavaScript Engines with Diversified Mutation Strategies. .- Malware. .- Detecting Phishing-targeted Web Push Notifications through Image Similarity Analysis. .- Dissecting the Infrastructure Used in Web-based Cryptojacking: A Measurement Perspective. .- A Survey on Attack Cases with VBS Malware in Windows. .- Software Security. .- Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Seg mentation Models with Patch Attack. .- Plotting OSS-based Supply Chain attack strategies and the defense failure. .- A Proposal of a Supply Chain Security Model for Generative AI. .- Emerging Topic. .- Privacy Enhanced P2P Power Trading Using DID-based Identity Verification in a Microgrid. .- Quantum Implementation of LSH. .- Who ruins the game?: unveiling cheating users in the "Battlefield" game.
