Temple Demo Paper Library

This static publication index is intended for GitHub Pages or a custom academic domain. Each paper has its own dedicated landing page, direct PDF URL, and citation metadata to improve scholarly crawler compatibility.

Paper

Self-Immunizing Zero-Shot Log Anomaly Detection via Log-Domain Adversarial Reasoning Simulation

Liam Smith, James Brown

We present Self-Immunizing Zero-Shot Log Anomaly Detection via Log-Domain Adversarial Reasoning Simulation, a full-stack approach for zero-shot log anomaly detection that is designed to remain reliable under realistic perturbations rather than only under clean evaluation. The central idea is to separate raw task evi...

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Paper

Faithful LLM Agent Assistance for Software Maintenance Systems

Liam Smith, James Brown

We study an LLM-agent software maintenance system that assists developers with issue triage, patch generation, validation, and human-in-the-loop repair under privacy and robustness constraints. Existing agent frameworks often generate plausible but incorrect patches due to misalignment between developer intent, ambi...

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