3 papers
cs.LG2026
Chem-GMNet: A Sphere-Native Geometric Transformer for Molecular Property Prediction
Deepak Warrier, Raja Sekhar Pappala
Modern SMILES-based chemical language models obtain strong MoleculeNet performance by treating SMILES as generic text and compensating with multi-million-molecule self-supervised p…
cs.LG2026
Constructing Multi-label Hierarchical Classification Models for MITRE ATT&CK Text Tagging
Andrew Crossman, Jonah Dodd, Viralam Ramamurthy Chaithanya Kumar +5
MITRE ATT&CK is a cybersecurity knowledge base that organizes threat actor and cyber-attack information into a set of tactics describing the reasons and goals threat actors have fo…
cs.AI2025
Auspex: Building Threat Modeling Tradecraft into an Artificial Intelligence-based Copilot
Andrew Crossman, Andrew R. Plummer, Chandra Sekharudu +2
We present Auspex - a threat modeling system built using a specialized collection of generative artificial intelligence-based methods that capture threat modeling tradecraft. This…