aethel_core

Aethel-Core: Automated Cognitive Defense & Cyber Threat Simulation WAF A hybrid cybersecurity framework built in SWI-Prolog , designed for real-time threat mitigation and generating structured logic datasets for LLM Instruction Tuning and Neuro-Symbolic AI Training. Key Innovations & Architecture...

Filter-Then-Verify: A Multiphase GNN and ModernBERT Framework for Social Engineering Detection in Email Networks

Social engineering attacks exploit human trust rather than software vulnerabilities, making them difficult to detect using conventional filters. We propose a two-stage filter-then-verify framework combining inductive Graph Neural Networks GNNs for structural anomaly detection with a co-attention...

EditLord: Learning Code Transformation Rules for Code Editing

Code editing is a foundational task in software development, where its effectiveness depends on whether it introduces desired code property changes without changing the original code's intended functionality. Existing approaches often formulate code editing as an implicit end-to-end task, omittin...