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Ericsson Santana Marin

Ericsson Santana Marin

Assistant Professor

Computer Science, College of Science

Email

santanamarin@cpp.edu

Phone number

909.869.3909

Office location

Building 8-39

Office hours

M W | 2:30 PM - 3:30 PM | 5:30 PM - 6:30 PM

Research

The Cyber Adaptive Learning Systems Laboratory (CALSys Lab) is the primary environment where my research on AI for Threat Intelligence (ATI) is conducted. The lab focuses on designing adaptive learning systems that anticipate and prioritize emerging threats by learning from complex, noisy, and adversarial online data.

Research at CALSys Lab is organized around the development of predictive models for threat intelligence, with current application domains including:

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  • Cyber-Threat Intelligence (CTI): modeling malicious hacker ecosystems, vulnerability exploitation, and the emergence of new cyber threats.
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  • Drug-Threat Intelligence (DTI): analyzing illicit market activity to anticipate drug-related criminal behavior.
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The lab supports a portfolio of research projects, datasets, and software systems—such as DarkMiner and DrugMiner—that enable longitudinal analysis of evolving threat ecosystems. These efforts aim to support proactive, data-driven decision-making and to generalize across threat domains as adversarial behavior evolves.

For additional details, visitors are encouraged to explore the CALSys Lab website, which describes current projects, datasets, and ongoing research activities.