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Marek Kowal

GenerativeAI Academic Research Team (GART), Capgemini Insights & Data, Wrocław, Poland

Papers on Lattice

1

Total citations

0

Topics

3

h-index

16

Research focus

Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Paweł Majewski (1)Kacper Marczak (1)Nina Dubicka (1)Jedrzej Podolak (1)Bartosz Sochaj (1)Jakub Siłka (1)

Papers (1)

May 5, 2026

Wrocław University of Science and TechnologyMay 5, 2026·also GenerativeAI Academic Research Team (GART), Silesian University of Technology

Comprehensive Analysis of LLM Guardrails Approaches Preventing Harmful Content and Jailbreak Attacks

AWS Guardrails outperformed all tested methods, achieving a remarkable 96.8% accuracy in preventing harmful content generation and jailbreak attacks.

Paweł Majewski, Kacper Marczak, Nina Dubicka +4

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness