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Hidden Relay Paths: Stage-, Source-, and Stability-Aware Measurement of PROXY-Aware SMTP Relay Authorization

Towards Improved Windows Malware Mutation with Reinforcement Learning: Enhanced Action Space and XAI-Assisted Agent

Recently, malware detectors have increasingly leveraged deep learning (DL) to identify malware with high accuracy. However, their robustness against adversarial malware variants remains a…

Joint Detection and Malicious Payload Localization of Web Application Attacks in HTTP Requests Using Large Language Models

Web applications are increasingly targeted by sophisticated attacks that often bypass traditional intrusion detection systems relying on handcrafted rules or shallow learning models. These…

VORTEX: A Multi-Agent Framework for Verifiable Web Injection Exploitation with Temporal Capability Measurement

CLeak: A Hybrid Approach to C/C++ Memory Leak Detection with LLM-Driven Policy and Deterministic Execution

Benchmarking Classical and Quantum Classifiers for Windows PE Malware Detection under Functionality-Preserving Evasion Attacks

PySVD: A Study of Semantic-Structural Fusion for Python Vulnerability Detection

Rewriting the Traces: Adversarial Robustness Evaluation of Temporal Graph-Based Cyber Threat Attribution

ARGUS: Evidence Context Construction and Adversarial Validation for Vulnerability Detection