John D. Hastings

Dakota State University Madison

Papers on Lattice

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Topics

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Code Generation & Program Synthesis (1)Constitutional AI & AI Ethics (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Derek Manzella (1)Shanna M. Kahn (1)

Papers (2)

Jul 22, 2026

Dakota State University MadisonJul 22, 2026

Enhancing Attack Detection Capabilities in BACnet/IP Networks Using Machine-Learning Models

One-Class SVM achieves an impressive average F1 score of 0.864 in detecting BACnet/IP attacks, highlighting significant vulnerabilities in building automation systems.

Derek Manzella, John D. Hastings

Data Curation & Synthetic Data

Dakota State University MadisonJul 22, 2026

Security Vulnerability Patterns in AI-Generated Code: A Cross-Model Comparative Study

Every LLM-generated automation script analyzed contained exploitable vulnerabilities, regardless of the model used.

Shanna M. Kahn, John D. Hastings

Code Generation & Program Synthesis Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness

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John D. Hastings

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)