Adv-Guard: v1.0.0 (Artifact for IEEE CSR 2026)

This release contains the code artifact for the paper: "Proactive Adversarial Defense Framework Integrating Lifecycle Robustness in Machine Learning Models for Cybersecurity" for IEEE CSR 2026.

Description:
Adv-Guard introduces DACM (Discrete Adversarial Constraint Mapping). This framework maps continuous adversarial gradients onto structurally valid discrete categorical boundaries, enabling real-world executable payloads against tabular network telemetry.

Usage:
Please refer to the README.md for complete environment setup, training procedures, and instructions for reproducing the evaluation results.