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Shanna M. Kahn | Lattice

Shanna M. Kahn

Dakota State University Madison

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

John D. Hastings (1)

Papers (1)

Jul 22, 2026

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