"... we have applied text analysis methodologies to extract information from descriptions in the OpRisk database. After delicate tasks like data cleaning, text vectorization, and semantic adjustment, we apply methods of dimensionality reduction and several clustering models and algorithms to develop a comparison of their performances and weaknesses. Our results improve retrospective knowledge of loss events and enable to mitigate future risks."
The model aims to enhance cybersecurity performance and workforce retention through tailored training strategies. LIRE
“... the collaborative game provides executives and business leaders with insight into cyber-risk management issues, thereby improving their results through deeper learning.” LIRE
“Using cybersecurity certification as the basis for providing a complete defense to liability may not prevent every harm from occurring. However, if organizations invest in certification to avoid lega