Technometrics Lab (EPFL CYD Campus)
Our lab tries to understand how cybersecurity technologies emerge, attract broader attention, develop incrementally or disruptively, and become investable.
Lausanne
Pinned Repositories
0-Factual_Consistency_Through_Entity_Triplets
0_LLM-based_entity_extraction_CySec
We use LLMs to extract relevant knowledge entities from cybersecurity-related texts. We use a subset of arXiv preprints on cybersecurity as our data and compare different LLMs in terms of entity recognition (ER) and relevance. The results suggest that LLMs do not produce good knowledge entities that reflect the cybersecurity context.
1-Security_Dynamics
Repository of project #1: Security Dynamics
17-The-determinants-of-cyberattack-costs-An-event-study
17-Venture-Capital-Risk-and-Return
5-TechRank
6-Link_Prediction
Link prediction applied to the cybersecurity landscape in Switzerland.
9-Cyber-threats-Intelligence
Proximity-indices-applied-to-OpenAlex
Project aiming at measuring the proximity between cybersecurity technologies under the form of time series based on bibliometric data taken from Openalex.
VANGUARD
Technometrics Lab (EPFL CYD Campus)'s Repositories
technometrics-lab/0_LLM-based_entity_extraction_CySec
We use LLMs to extract relevant knowledge entities from cybersecurity-related texts. We use a subset of arXiv preprints on cybersecurity as our data and compare different LLMs in terms of entity recognition (ER) and relevance. The results suggest that LLMs do not produce good knowledge entities that reflect the cybersecurity context.
technometrics-lab/1-Security_Dynamics
Repository of project #1: Security Dynamics
technometrics-lab/17-The-determinants-of-cyberattack-costs-An-event-study
technometrics-lab/17-Venture-Capital-Risk-and-Return
technometrics-lab/6-Link_Prediction
Link prediction applied to the cybersecurity landscape in Switzerland.
technometrics-lab/0-Factual_Consistency_Through_Entity_Triplets
technometrics-lab/5-TechRank
technometrics-lab/9-Cyber-threats-Intelligence
technometrics-lab/Proximity-indices-applied-to-OpenAlex
Project aiming at measuring the proximity between cybersecurity technologies under the form of time series based on bibliometric data taken from Openalex.
technometrics-lab/VANGUARD