I. Overview of Cybersecurity Programs

Bachelor of Science in Computer Science (BS CS)

Bachelor of Science in Computer Engineering (BS CpE)

The Master of Science in Computer Science with an Area of Interest in Cybersecurity

1. Database Security and Secure Operations – IT Auditing and Secure Operations; Contingency Planning; and Database Security.
2. Digital Evidence & Forensics – E-Discovery and Digital Evidence; IT Auditing and Secure Operations; and Law, Investigation, and Ethics.

PhD Program in Engineering Science

II. Historical Background of CAE/IAE Designation

• PUPR was added to NSA’s list of referrals for students who seek training in the INFOSEC field.
• Federal civilian and military personnel were permitted to take our certified courses under government sponsorship.
• PUPR received recognition and a certificate during the CNSS Annual Conference (certificates were presented by the Assistant Secretary of Defense for Command, Control, Communications and Intelligence).
• PUPR is authorized to issue certificates to students who complete its certified courses.
• PUPR is permitted to use the CNSS logo on its certificates, literature, and advertising.

III. CIARE MISSION STATEMENT

• “To reduce the vulnerability of our national information infrastructure by promoting higher education in cyber defense (CD) with the development of graduate and undergraduate education programs for professionals in information assurance and cybersecurity.”
• “To provide a forum that can be used by professors, professionals, industries and students to collaborate in the identification and solution of issues on cybersecurity.”
• “To be a vehicle for IA/CD cybersecurity training, research, invention, innovation, education, public awareness, entrepreneurship, economic development, and dissemination of best practices, among others.”
• “To maintain collaboration programs with top universities nationwide and strengthen the existing and new industries and the overall economic development in the state of Puerto Rico by developing joint research projects between industry and academia in computer security and encouraging the practice of emerging security standards within minority institutions.”

Academic Programs and Certificates in Cybersecurity

The Electrical & Computer Engineering and Computer Science (ECECS) Department and the Graduate School at Polytechnic University of Puerto Rico (PUPR) has developed curriculum for Cybersecurity related courses for the Computer Science and Computer Engineering programs at PUPR.

The Graduate School at PUPR continues to strengthen the Cybersecurity Specialization in the Master of Science in Computer Science (MS CS) Program by offering excellent curricular alternatives that provide students the security skills and knowledge to react to real world situations in the workplace (Government and Industry).

The MS CS program currently has an enrollment of more than 50 students. This program is the first and only of its kind in Puerto Rico and has a specialization in Cybersecurity that has 40 students:

The Master of Science in Computer Science with an Area of Interest in Cybersecurity with Final Project (39 Credits)

The PoS in Cybersecurity that we are presenting for the redesignation is a non-thesis option that requires a final project and three additional courses in cybersecurity (instead of the Thesis) that map to the KU’s, for a total of 39 credits. All the courses have been taught for more than three years at PUPR. The number of the course, title, and last time it was offered is shown below: 

Core Courses: (Required: 15 credits)
CECS 6010 Advanced Design and Analysis of Algorithms  
CECS 6030 Computational Theory  
CECS 6005 Principles of Information Security  
CECS 6230 IT Operations 
CECS 7235 Computer Forensics

Specialization: Cybersecurity (Required: 12 credits)
CECS 6605 Advanced Database Systems 
CECS 7570 Computer Security 
CECS 7230 Network Security 
CECS 7237 Advanced Computer Forensics 

After completing the required Core and Cybersecurity Specialization courses the student may opt for one of these Emphasis Areas (9 credits).

Database and Secure Operations:
CECS 6015 IT Auditing and Secure Operations 
CECS 6035 Contingency Planning 
CECS 7240 Database Security 

Digital Evidence & Forensics:
CECS 6046 E-Discovery and Digital Evidence 
CECS 6015 IT Auditing and Secure Operations
CECS 6045 Law, Investigation, and Ethics 

Non-thesis option students are required to complete the Final Project (3 credits) after completing the core, specialization, and emphasis area courses.

Non-Thesis Project Option:
CECS 7950 Project (3 credits) 
CECS 7951 Project Extension (0 credits) 

• There are no elective courses.
• The Master of Science in Computer Science resides and administrated by the Graduate School.

PUPR also offers undergraduate courses on security such as: Computer Forensics, Ethical Hacking, Network Security, and Reverse Engineering, among others. We offer more than 17 courses in the area of security at both undergraduate and graduate levels.

We have purchased more than $100,000.00 in equipment for the Computer Forensics Investigation Laboratory (CFIL): Eight Dell Precision T1650 Desktops; Encase Academic V7, Forensic NAS. PUPR is the only university in Puerto Rico and the Caribbean that hosts this equipment.

We continue to attract and retain high-profile researchers in Computer Science and Engineering thus increasing the number and quality of Hispanic student and faculty participation by fostering the integration of research and education in Cybersecurity.

We also continue to strengthen the CAE CD by creating the following two graduate certificates:

• The Graduate Certificate in Information Assurance and Security (GCIAS) provides students and IT security professionals from private and public sectors with theoretical components and hands-on-practice in a curriculum that is specially designed to cover the managerial and technical aspects of Information Assurance and Security. The certification is composed of 6 key courses (18 credits): Data Communication Networks; Computer Security; Principles of Information Security; Contingency Planning; IT Auditing and Secure Operations; Law, Investigation and Ethics. This Certificate has been approved by the Council of Education of Puerto Rico (CESPR). The GCIAS highlights the Cybersecurity Specialization, delivering knowledge and skills to capacitate Computer Scientists and Engineers, as well as IT/IS professionals who are working in the development and/or maintenance of information and computer security systems or products. It prepares the student and professional with cyber security skills that are already of great demand in today’s fast paced, high-tech, competitive work areas. The GCIAS can be completed while completing the Cybersecurity Specialization or as a stand-alone Certificate. Some graduate courses may require prerequisite courses.
• The Graduate Certificate in Digital Forensics (GCDF) provides an in-depth introduction to key topics of digital forensics and provides a balanced teaching philosophy that contains both theory and hands-on practice. It attracts professionals from local and national law enforcement agencies (and other public and private sectors) that need the background in this area to enhance their job skills and overall performance. The certificate is intended to provide exposure to current problems in a rapidly changing field and to encourage participants to experiment and learn firsthand innovative ideas and approaches. To complete the certificate program the student must take a total of 6 graduate courses of three (3) credits (18 credits): e-Discovery; Data Communication Networks; Computer Security; Network Security; Computer Forensics; Advanced Computer Forensics. Through this certificate, participants gain vital insight into obtaining and documenting digital information, determining the source of information compromises; and delivering expert testimony concerning digital crime related to data in computers, networks and hand-held devices. In addition, the program addresses recovery of corrupted, encrypted and hidden information, providing a comprehensive preparation for assisting in the prevention and prosecution of malicious information theft and other criminal activity. The GCDF provides a valuable intellectual asset for any IT professional interested in a demanding career in Computer Forensics and/or related fields of study.

Benefits of the CAE Designation

In 2009 Polytechnic University of Puerto Rico (PUPR) became the first Center of Academic Excellence in Information Assurance Education (CAE/IAE) in Puerto Rico and the Caribbean, designated by the National Security Agency (NSA) and Department of Homeland Security (DHS). In 2014 we obtained the redesignation as a CAE/IAE.

PUPR is in a strategic position in the Caribbean where there is no designated institution close by. The Institution also counts with excellent resources to support the initiatives of increasing National Defense, as our highly skilled faculty and students are mostly bilingual American citizens. All this is favorable for PUPR’s 2020 re-designation as a National Center of Academic Excellence in Cyber Defense (CAE CD).

Institutions that are successful at completed the required Knowledge Units, and Criteria are designated as a National Center of Academic Excellence in Cyber Defense (CAE CD) by the National Security Agency (NSA) and the Department of Homeland Security (DHS).

With this redesignation as a CAE CD, PUPR can compete and benefit from proposal calls (RFP) that are specifically for designated CAE institutions. These proposals offer millions of dollars from the DoD, NSF, NSA and DHS, among others, for research and infrastructure. The Institution can obtain scholarships from granting institutions such as the DoD CySP Scholarship Program, the NSF Scholarship for Service (SFS), DoD HBCU (Historically Black Colleges and Universities), NRC, and others, that help outstanding students pursue graduate studies in Cybersecurity, also enabling them to work with the Federal Government or other federal institutions and agencies.

While working our way towards the CAE CD designation we have:

• A Successfully established the Center of Information Assurance for Research and Education (CIARE) in the PUPR, Hato Rey campus, for research & education development in Information Assurance and Cyber Security. The Center has been the vehicle for developing/participating in many cybersecurity activities, conferences, and workshops in recent years.

• Increased collaboration opportunities between designated Centers of Excellence and aspiring institutions at local and national levels. This includes collaborative proposals, internships, research, and publications, among other activities.

• Continued our efforts at CIARE to support cybersecurity research, education, and faculty capacity building through proposals to local and federal government funding for scholarships, fellowships, annual colloquiums, seminars, workshops, and capacity building activities.

• Continued to utilize our high-tech equipment to enhance cybersecurity education and research. These help us work on security problems and applications, such as cryptanalysis, cryptography, and other that can speed up solutions that are otherwise prohibitive in uniprocessor systems.

• Enhanced the cybersecurity infrastructure by purchasing equipment and establishing a Cyber Digital Forensics Investigation Laboratory (CDFIL).

• Submitted infrastructure and research proposals to continue enhancing the hands-on educational experience of great professional value in the Cybersecurity discipline.

• Supported students studying in the area of Cybersecurity by helping them to continue graduate studies through grants offered by the DoD HBCU (Historically Black Colleges and Universities), Nuclear Regulatory Commission (NRC), DHS, DoE, NSF-SFS, DoD CySP, among others.

We are recognized as the first institution in Puerto Rico to be designated as a CAE IA/CD institution designated by the NSA and the DHS.

“To reduce the vulnerability of our national information infrastructure by promoting higher education in cyber defense (CD) with the development of graduate and undergraduate education programs for professionals in information assurance and cybersecurity.”

• “To provide a forum that can be used by professors, professionals, industries and students to collaborate in the identification and solution of issues on cybersecurity.”
• “To be a vehicle for IA/CD cybersecurity training, research, invention, innovation, education, public awareness, entrepreneurship, economic development, and dissemination of best practices, among others.”
• “To maintain collaboration programs with top universities nationwide and strengthen the existing and new industries and the overall economic development in the state of Puerto Rico by developing joint research projects between industry and academia in computer security and encouraging the practice of emerging security standards within minority institutions.”

Center of Information Assurance for Research and Education in Puerto Rico (CIARE)

The CIARE research center provides a forum that can be used by faculty, students, and cybersecurity professionals from the public and private sectors. This collaboration helps to identify the issues on IA and cyber security that need to be solved. The Center is a vehicle for: training, research, invention, innovation, education, public awareness, entrepreneurship, economic development, and dissemination of best practices.

The CIARE centers its efforts on the following activities:

• Offer technical certification, training, workshops, conferences, lectures, as a continuing education to professionals. Each year there is special cybersecurity training and awareness for teachers and high school students.
• Strengthen the Master of Science in Computer Science with a specialization in Cybersecurity through faculty capacity building and curriculum enhancement.
• Collaborating research with the public and private sectors, including individuals.
• Attract and retain outstanding PhD faculty/researchers for the MS CS program.
• Provide consulting services.
• Participate in joint development partnerships.
• Promote best practices in IA & cybersecurity.
• The Center emphasizes on the participation of underrepresented groups. We continue to expand our collaboration with the four-year colleges in Puerto Rico and sponsor some of their best senior students to participate in cybersecurity research projects.
• We encourage graduate and undergraduate participation in cybersecurity activities and also develop outreach program to high-school students and teachers. Part of this outreach program will be making university short courses in cybersecurity available to high schools and allowing teachers to attend workshops in cybersecurity.

Cybersecurity Awareness Links & Best Practices

Student Services Guide
https://mypoly.pupr.edu/ICS/icsfs/Student_Services_Guide.pdf?target=3923e4ad-f4ba-445b-becc-b6c76e2ee811

IT Security – Phishing
Microsoft PowerPoint – phishing.ppt (pupr.edu)

IT Security – Protect Your Privacy
Microsoft PowerPoint – website_piracy.ppt (pupr.edu)

IT Security – Spyware
Microsoft PowerPoint – spyware.ppt (pupr.edu)

IT Security – Security Awareness
Microsoft PowerPoint – security_awareness.ppt (pupr.edu)

IT Security – Blue Tooth Security Threats
Microsoft PowerPoint – bluetooth.ppt (pupr.edu)

IT Security – Wi-Fi Security Threats
Microsoft PowerPoint – wi-fi.ppt (pupr.edu)

IT Security Threats – What is a Hacker?
Microsoft PowerPoint – hacker.ppt (pupr.edu)

Student Activities and News

NIST (2021)
https://www.nist.gov/news-events/upcoming-events

The 10 Best Security Conferences to Attend in 2021
https://www.whitesourcesoftware.com/resources/blog/best-security-conferences-2021/

Cybersecurity conferences 2021: A schedule of virtual, and potentially in-person or ‘hybrid’, events
https://portswigger.net/daily-swig/cybersecurity-conferences-2021-a-schedule-of-virtual-and-potentially-in-person-or-hybrid-events

Las Vegas Security Conference (March 2021)
20th Annual Security Conference » Grand Information Security Challenges (security-conference.org)

National Cyber League Competitions (October 2021)
https://cyberskyline.com/events/ncl 

Cybersecurity conferences 2021: A schedule of virtual, and potentially in-person or ‘hybrid’, events
https://portswigger.net/daily-swig/cybersecurity-conferences-2021-a-schedule-of-virtual-and-potentially-in-person-or-hybrid-events

CTF Competitions (December 5, 2020)
Capture the Flag | Polytechnic University of Puerto Rico (pupr.edu)

CTF Competitions (October 3, 2020)
https://www.trendmicro.com/en_us/campaigns/capture-the-flag.html

Seminar on Cybersecurity Controls given by Professors and Students (September 11, 2020)
Profesor y estudiantes de la Politécnica ofrecen seminario de Controles de Seguridad Cibernética | Polytechnic University of Puerto Rico (pupr.edu)

CTF Event (May 2020)
Capture the Flag | Polytechnic University of Puerto Rico (pupr.edu)

CTF Event (May 19, 2020)
Capture the Flag | Polytechnic University of Puerto Rico (pupr.edu)

Python Workshops (April 9, 2020)
Python Workshops | Polytechnic University of Puerto Rico (pupr.edu)

Coding Workshops (March 26, 2020)
Coding Workshops | Polytechnic University of Puerto Rico (pupr.edu)

Python and Linux Workshops (March 12, 2020)
Python & Linux Workshop | Polytechnic University of Puerto Rico (pupr.edu)

Introduction to Cybersecurity (March 5, 2020)
Spring Kickoff Workshop: Introduction to Cybersecurity, CTFS and HTB | Polytechnic University of Puerto Rico (pupr.edu)

Reverse Engineering Workshop (January 28, 2020)
Assembly & Reverse Engineering | Polytechnic University of Puerto Rico (pupr.edu)

Game Night Activity (December 13, 2019)
Official Game Night | Polytechnic University of Puerto Rico (pupr.edu)

CTF Competitions (December 5, 2019)
Capture the Flag | Polytechnic University of Puerto Rico (pupr.edu)

Python Crypto Workshop (December 2, 2019)
Python Crypto 101 | Polytechnic University of Puerto Rico (pupr.edu)

Cybersecurity NSF-SFS students serve as Instructors for CS 4 All activity (November 2019)
CS+Cybersecurity4All Workshop for High School Students | Polytechnic University of Puerto Rico (pupr.edu)

Fourth Annual Cybersecurity Conference at PUPR (May 2019)
4ta Conferencia en Ciberseguridad de la Universidad Politécnica | Polytechnic University of Puerto Rico (pupr.edu)

Workshop Red Ventures (April 2, 2019)
Cyber Castors: Taller Red Ventures /FWD787/ | Polytechnic University of Puerto Rico (pupr.edu)

NSA
National Security Agency (nsa.gov)

Department of Homeland Security
Cybersecurity Resources | Homeland Security (dhs.gov)

Cybersecurity Incorporated into Non-Technical Disciplines

In the Business School a series of courses provide Cybersecurity topics to non-Cybersecurity students from non-technical disciplines:

The MBA provides courses on:

CIS 6715 E-commerce and Web information systems

Enterprises thrive on receiving information. The Internet has emerged as the dominant server for national academic organizations and network host. This course will study the structure, organization, and use of the Internet. Internet technologies ant their potential applications are examined including electronic commerce, database connectivity, and security. An emphasis will be placed on evaluating, organizing, and developing efficient models of electronic transactions

CIS 6605 Database Management Systems

This course presents methodologies and principles of database design. The focus is on database architectures, logical modeling, the relational model, and database design process and techniques. Topics covered include the entity relationship model, the relational model, relational operators, integrity constraints, the SQL language, and data normalization. Also included are topics in distributed databases, objects-oriented databases, and security issues

CIS 6705 Data Communication and Computer Networks

Recent advances and new applications in the expanding field of computer networks and distributed systems are examined. The technical fundamentals, architecture, and design of computer networks and distributed systems are described. Strategies, tools, and techniques for network planning, implementation, management, maintenance, and security are delineated. Topics include ISDN, and ATM, the OSI model, transmission media, network operating systems, topologies, configuration protocols, and performance characteristics. Trends in standardization, internetworking, downsizing, and the development of localnetworks (LANs), wide-area networks (WANs), metropolitanarea networks (MANs), and enterprise-wide networks are explored.

Publications and Final Projects in Cybersecurity in the Last Four Years

Publications

Cruz, Alfredo with Edna Chaar and Zayira Jordan: “Machine Learning and Cybersecurity in X-Ray Software”, Annual Security Conference, Las Vegas, NV, March 2021.

Cruz, Alfredo with Kevin Ortiz: “Interactive GUI for Teaching Cryptography”, Annual Security Conference, Las Vegas, NV, March 2021.

Cruz, Alfredo with Kevin Ortiz and Jeff Duffany: “Resilient Security Architectures for Unmanned Aerial Vehicles”, Annual Security Conference, Las Vegas, NV, March 2021.

Cruz, Alfredo with Roberto Vazquez and Jeff Duffany: “Efficient Intrusion Detection System (IDS) for the Internet of Things (IoT) with Genetic Algorithm (GA)”, Annual Security Conference, Las Vegas, NV, March 2021.

Cruz, Alfredo with Samuel Hernandez, Carla Varela and Jeff Duffany: “IoT: Privacy and Security Concerns”. Annual Security Conference, Las Vegas, NV, March 2021.

Cruz, Alfredo with Samuel Hernandez: “Cybersecurity Tools for Effective Pen-testing and Vulnerability Assessment”. Annual Security Conference, Las Vegas, NV, March 2021

Cruz, Alfredo with Amaris Velez, Adriana Vazquez, and Luis Pla,: “Program Requirement for Obtaining a Center of Academic Excellence in Information Assurance and Cyber Defense (CAE-IA/CD) Designation”, Annual Security Conference, Las Vegas, NV, April, 2019.

Cruz, Alfredo with Amaris Velez  “Identifying and Executing Procedures to Evaluate E-Discovery Tools”, Annual Security Conference, Las Vegas, NV, April, 2019.

Cruz, Alfredo with Carlos Velez and et al. “Lessons Learned from Premier Capture the Flag Competitions”, Annual Security Conference, Las Vegas, NV, April, 2018.

Cruz, Alfredo with Carlos Velez  “Implementation of Active Learning Techniques in an Online Information Security Graduate Laboratory Course”, Annual Security Conference, Las Vegas, NV, April, 2017.

Cruz, Alfredo with Jonathan Vargas. “Unified Risk List for eDiscovery of Electronically Stored Information in Cloud Computing Annual Security Conference”. Las Vegas, NV in the Las Vegas Tuscany Hotel, on March 29-31, 2016

Cruz, Alfredo, Celedonio Arroyo and Dr. Jeff Duffany. “Teaching Basic Cryptography Concepts Through the Creation of a Cryptographic Learning Tool”. LACCEI 14th Annual International Conference, Costa Rica. July 20-22, 2016.

Duffany, Jeffrey with Natalia Martinez. “Characterization and Modelling of the Evolving IoT Threatspace. Annual Security Conference, Las Vegas, NV, March 2021.

Duffany, Jeffrey with Carla A. Varela. “Feature Optimization for Machine Learning”. The 23rd International Conference on Artificial Intelligence 2021. Las Vegas, USA.

Duffany, Jeffrey with Natalia Martinez. “Swarm Intelligence and UAV Security”. The 23rd International Conference on Artificial Intelligence 2021. Las Vegas, USA.

Duffany, Jeffrey with Kevin Ortiz and Dr. Alfredo Cruz. “Resilient Security Architectures for Unmanned Aerial Vehicles”, Annual Security Conference, Las Vegas, NV, March 2021.

Duffany, Jeffrey with Roberto Vazquez and Dr. Alfredo Cruz. “Efficient Intrusion Detection System (IDS) for the Internet of Things (IoT) with Genetic Algorithm (GA)”, Annual Security Conference, Las Vegas, NV, March 2021.

Duffany, Jeffrey with Samuel Hernandez, Carla Varela and Dr. Alfredo Cruz. “IoT: Privacy and Security Concerns”. Annual Security Conference, Las Vegas, NV, March 2021.

Duffany, Jeffrey. “Developing Cybersecurity Skills in Intermediate Programming Courses”, 17th Laccei International Multi-Conference for Engineering and Technology: Industry, Innovation and Infrastructure for Sustainable Cities and Communities”, July  24-26, 2019.

Duffany, Jeffrey. “Information Warfare and the 2016 US Presidential Election”, 18th Annual Security Conference & ISOneWorld, April 28-May 1, 2019.

Duffany, Jeffrey, and et. al. “Effectiveness of a Web-Application Based CTF Toolset”, 18th Annual Security Conference & ISOneWorld, April 28-May 1, 2019.

Duffany, Jeffrey. “Cyberwarfare in the 21st Century”. 18th Annual Security Conference & ISOneWorld, April 28-May 1, 2019.

Duffany, Jeffrey. “Improving Motivation of Students in Introductory Programming Classes”, LACCEI International Multi-Conference for Engineering, Education, and Technology, Lima, Peru July 18-20, 2018

Duffany, Jeffrey. “The Internet of Things: Security and Privacy”, Information Institute Conferences, Las Vegas, NV, March 26-28, 2018.

Duffany, Jeffrey and Carlos Velez. “A Machine-Learning Based Wireless Intrusion Detection System”, paper submitted to FLAIRS 31 Conference, May 20-22, 2018.

Duffany, Jeffrey. “Reinforcing Mathematical Skills in Introductory Programming Courses” 15th LACCEI Conference, Boca Raton, Florida, July, 2017.

Final Graduate Projects

Jiménez, José E.; Dr. Alfredo Cruz (2021). Ngram Analysis on Classical Ciphers for Ease of understanding of Cryptography. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Montes, Antulio L.; Dr. Nelliud Torres, (2021). Big Data vs. Business Analytics: Could this work together? MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rodríguez, Arlene; Dr. Jeffrey Duffany (2021). Considerations on SQL Optimization Tools in MS Azure SQL Server Database using SQL language.  MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Beltran, Eduardo J.; Dr. Marvi Teixeira (2021). Streak2O: Data Augmentation for Handwritten Text Recognition in Neural Networks. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Meléndez, Ferdinand; Dr. Nelliud Torres (2021). Asegurar sistemas de automatización y control de edificios contra ataques cibernéticos. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Vélez, Héctor; Dr. Nelliud Torres (2021). Implementation of Data Mining Techniques and Machine Learning Model in Manufacturing Process. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Torres, José; Dr. Jeffrey Duffany (2021). Offensive Security Using Burp Suite. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Cáez, Josué; Dr. Nelliud D. Torres. (2021).  ER Fast Check-In. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Hernández, Kevin; Dr. Nelliud Torres (2021). Signadocs: A Better Way to Manage Documents. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Quiñones, Leira C.; Dr. Jeffrey Duffany (2021). Security at the Expense of Privacy. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Pérez, Omar A.; Dr. Jeffrey Duffany (2021). Working from Home and Data Protection. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Sierra, Wilfredo; Dr. Nelliud Torres (2021). Comprensión del Lenguaje Natural e Integración de Asistente Virtual para el manejo de cuentas y comercios. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rosario, Yamil; Dr. Nelliud Torres (2021). La Importancia de la Inteligencia Artificial en la Seguridad Cibernética. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Centeno Esteves, Antonio U; Dr. Jeff Duffany (2020). Log Analysis in Resource Constrained IoT Environments. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rosado Padilla, Jorge L; Dr. Jeff Duffany (2020) On Developing Lab Materials for the Course Advanced Computer Forensics. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Pla LLado, Luis E; Dr. Jeff Dufanny (2020). Characterization and Modeling of the Evolving IoT Threatspace. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Yassin Morales, Yusef M; Dr. Jeff Duffany. (2020). Keystroke Dynamics for Account Breach Prevention.  MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Atiles Gil de Lamadrid, Ileana M; Dr. Jeff Duffany (2020). Meteorite Landing Data Visualization with Python. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Gonzalez Rivera, Ryan; Dr. Jeff Duffany (2020). Collaboration P2P Architecture (COPA): a Mixed P2P Architectural Style Using Skype. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

De La Vega Lopez, Jose R; Dr. Jeff Duffany (2020). Securing HTTP Communication for Homemade IoT Projects. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Marrero Fernandez, Rafael L; Dr. Jeff Duffany (2020. The WiFi Pineapple Nano: A Pen Test Tool for Beginners.  MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Ortiz Santiago, Jose I; Dr. Jeff Duffany (2020). Survey of Cloud Forensics Techniques for Google Drive, Onedrive and Icloud. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Velez, Amaris; Dr. Alfredo Cruz (2020). Developing Interactive Learning Resources for Phyton and Machine Learning. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Garcia, Wilfredo; Dr. Alfredo Cruz (2020). Educational Website About Cybersecurity Cyber Guide Helper. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Sanchez, Luis; Dr. Alfredo Cruz (2020.  Web Attack Analytic. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rivera, Ramon; Dr. Alfredo Cruz (2020). DocDigitize: Automatic Document Digitalization. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Roy A. Sepúlveda Rodríguez; Dr. Nelliud Torres Batista (2019). Analysis of Alternatives for a Security Information and Event Management Tool in a Virtualized Environment. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto.

Reginald Ledain Gentillon; Advisor: Dr. Jeffrey Duffany (2019). At-Risk Students Prediction Using Machine Learning. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto.

Reinaldo E. Santiago Lozada; Advisor: Jeff Duffany, Ph.D. (2019). Capture the Flag (CTF):Website Tutorial to Boost Cybersecurity Training. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

José Gil Santaella Colón; Advisor: Dr. Nelliud Torres Batista (2019). Data Mining Techniques and Machine Learning Model for Walmart Weekly Sales Forecast. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Wilfredo Jiménez Vargas; Advisor Jeffrey Duffany, Ph.D. (2019). Data Mining Techniques for the Integrated Postsecondary Data System. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Eduardo Vázquez Ruiz; Advisor: Jeff Duffany, Ph.D. (2019). Design of a Framework for the Best Practices in Computer Forensics within the Cybersecurity Infrastructure in the Regulated Industry. MS CS Final Project. EXPO Graduate School, Graduate School Polytechnic University of Puerto Rico.

Alexis O. Rosario Cruz; Advisor: Nelliud D. Torres Batista, DBA (2019). Driver Profile and Smart Cars, A Step Ahead in Vehicle Registration and Security. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

José Gil Santaella Colón; Advisor: Dr. Nelliud Torres Batista (2019). Data Mining Techniques and Machine Learning Model for Walmart Weekly Sales Forecast. MS CS Final Project. EXPO Graduate School. Graduate School, Polytechnic University of Puerto Rico.

Alexis Mojica Serrano; Advisor: Jeff Duffany, Ph.D. (2019). Hacking Mobile Devices Using WiFi Pineapple Nano. MS CS Final Project. EXPO Graduate School, Graduate School Polytechnic University of Puerto Rico.

CarlosY. Velez Rodríguez; Advisor: Alfredo Cruz, PhD (2019). Implementation of Real-Time Cybersecurity Training through the Integration of a Hypervisor and an Online CTF Engine. MS CS Final Project. EXPO Graduate School Graduate School Polytechnic University of Puerto Rico.

Alejandro Rodríguez Ocasio; Advisor: Jeff Duffany, PhD (2019). Implementing USB Attacks with Microcontrollers. MS CS Final Project. EXPO Graduate School, Graduate School Polytechnic University of Puerto Rico.

Naileen Berríos; Advisor: Alfredo Cruz, PhD (2019). Increasing the Participation of Young Women in Cybersecurity. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico

Alfredo Alexander Cruz; Advisor: Alfredo Cruz, PhD (2019). Introduction into Cybersecurity through Cryptographic Algorithms. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Yoshuam A. Alicea Casillas; Advisor: Dr. Jeff Duffany (2019). Journey to Becoming a Hacker: From Zero to Cybersecurity Ninja. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rubén A. Vázquez Rodríguez; Advisor: Dr. Othoniel Rodriguez (2019). Predicting the Downfall of Non-Profit Organizations Using Machine Learning. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Edshel Torres Rosa; Professor: Nelliud Torres, DBA (2019). Privacy in the Cyber Universe. MS CS Final Project. EXPO Graduate School, Graduate School Polytechnic University of Puerto Rico.

Azeem J. Rios Soto; Advisor: Jeffrey Duffany, Ph.D. (2019). Reputation Scanner. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Agosto, A. (May, 2018). “National Cyber League Challenges as a Way to Teach Cybersecurity”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Candelario, N. (May, 2018). “Deployment of Emergency Response Networks, a Web Application for Management”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Christenson, J. (February, 2018). “Unified Threat Management”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Colon, J. (May, 2018). “Capture-the-Flag Framework and Virtual Environment for Cybersecurity Education”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Colon, J., Berrios, N., Cruz, A. (March, 2018). “CTF Framework and Virtual Environment for Cybersecurity Education”. Las Vegas Security Conference, Las Vegas, NV.

De la Cruz, I. (May, 2018). “Prescription Timeliness Prediction Using Machine Learning”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Fernandez, R., Perez, E. (March, 2018). “Know Before You Click: A Study in Social Engineering” Las Vegas Security Conference, Las Vegas, NV, Extended Abstract.

Maldonado, Z. (February, 2018). “Jailbreak Vulnerability & Mobile Security Updates”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Medina, K., Gates, L., Caldwell, J. (2018). “An Electronic Digital Forensics Guide”.  HENAAC Conference, Pasadena, CA, Poster.

Medina, K., Gates, L., Caldwell, J. (July, 2018). “An Electronic Digital Forensics Guide”. Presented at Norfolk State University, Final Project Paper for Summer Internship.

Morales, J. (May, 2018). “Blockchain for Nuclear Facilities”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Morales, J., Duffany, J., Mascareñas, D.L. (March, 2018). “Blockchain for Nuclear Facilities”.  Presented at Las Vegas Security Conference, Las Vegas, NV, Extended Abstract.

Rodriguez, C. (May, 2018). “Security Network Lab (MITM & Honeypot)”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rodriguez, D. (February, 2018). “Study on Blockchain Technology for Modern Enterprise Applications”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rushdi, N., (May, 2018). “Real Time Face Detection System”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Serrano, L. (February, 2018). “Empowering the Weakest Link in Today’s Technology With: Cyber-Security Protection by Means of Password Security”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Velez, A, Cruz, A. (March, 2018). “Obtaining the Center of Academic Excellence in Cyber Defense Designation: A Review on Program Requirements and Mapping Procedure”. Las Vegas Security Conference, Las Vegas, NV, Extended Abstract.

Velez, C. (October, 2018). “Implementation of Real-Time Cybersecurity Training Through the Integration of a Hypervisor and Online CTF Engine”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Velez, C., Cruz, A., Duffany, J., Alicea, J., Bennett, S. (March, 2018) “Lessons Learned from Premier Capture the Flag Competitions”. Las Vegas Security Conference, Las Vegas, NV.

Vera, W. (May, 2018) “Risk Assessment Practices”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Villanueva, M. (February, 2018). “Breaking e-Discovery Barriers in Puerto Rico”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Carlos Velez and Alfredo Cruz, “Implementation of Active Learning Techniques in an Online Information Security Graduate Laboratory Course”, Security Conference Las Vegas, April 2017.

Yoshuam Alicea, “Cybersecurity Competitions as Effective Cybersecurity Teaching Tools” Security Conference, Las Vegas. April 2017.

John Morales, “Augmented Reality for Smart Infrastructure Inspection”. Los Alamos National Laboratories. August 9, 2017.

Steven Bennett, “National Cyber League’s 2017 Spring Season Report”. Internal report for the ECECS Department. May, 2017.

Carlos Velez and Dr. Jeff Duffany, “SDR Radio Signals Machine Learning Prediction”. Internal report for the ECECS Department, August, 2017.

Carlos Velez. “CRYPTO 2017 Report”. Internal report for the ECECS Department, September 2017.

Claudio, Emmanuel; Dr. Alfredo Cruz (2017). “Black Box Testing – Puerto Rico Tax Form 482 using “Planilla Plus+” Software”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Romano, Hermes O.; Dr. Alfredo Cruz (2017). “Using X Server Monitoring Service as Part of a Real-Time Server Monitoring Module”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Hernández, Jorge; Dr. Alfredo Cruz (2017). “Algorithm for User-friendly Password Policy”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

 Guzmán, Nataniel; Dr. Alfredo Cruz (2017). “The Extensible Provisioning Protocol: an API integration under the PR TLD”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Cruz, Daniel; Dr. Jeffrey Duffany (2017). “Validation of NMAP’s Network Behavior using Wireshark”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Maisonet,  Héctor; Dr. Jeffrey Duffany (2017). “K4 Analyst and Decipherer”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Rivera, Jose; Dr. Jeffrey Duffany (2017). IoT Vulnerabilities in SCADA Systems. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Martínez, Luis M.; Dr. Jeffrey Duffany (2017). “Disk File Systems FAT 16/32 and NTFS”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Bennett, Steven D.; Dr. Jeffrey Duffany (2017).  “Preparation and Delivery of Material for Special Topics in Information Assurance Courses at an Undergraduate and Graduate level”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Miranda, Emmanuel; Dr. Jeffrey Duffany (2017). “Development of a Business Intelligence Software for Monitoring Healthcare Key Process Indicators”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Soler, Xavier; Dr. Jeffrey Duffany (2017). “Understanding Smartphone Authentication: A Qualitative and Quantitative Study About User Perception of Security and Authentication on Smartphones”. MS CS Final Project. EXPO Graduate School. Graduate School Polytechnic University of Puerto Rico.

Facilities, Equipment, and Other Resources

Students from the NSF-SFS scholarships are assigned equipment such as a PC, printer, and study space of their own. PUPR has available space in their laboratory facilities. The Institution will provide the infrastructure to ensure retention of scholarship recipients until completion of their degree. The Program’s goal is that every scholar successfully finishes their studies to reach 100% retention and placement in Civil Service jobs.

PUPR has modern equipment for research and education in Cybersecurity. Facilities currently available to Cybersecurity students at the ECECS Department include four laboratories. These laboratories have been established in the last six years with grants from the DoD, NSF, DoE, NSA, among others. Some are used for classroom activities and others for graduate research and studying. The basic goal of these laboratories is to support cybersecurity research and education in computer science and engineering. These laboratories also support research in other basic sciences requiring sophisticated computing facilities as part of PUPR’s goal to provide cybersecurity students and faculty with state-of-the-art infrastructure for their academic endeavors in research and education. All of these resources are key components for students in the realization of their academic activities. They will also provide participating faculty and students with the necessary infrastructure to successfully complete the proposed research projects.

Information Security and technical support of the laboratories is managed mainly by the IT staff. Tasks are shared among the CIO, Mr. Pedro J. Perez-Dorta, the Associate Director of IT, Mr. Eryd Aquino, the System Administrator, Mr. Eduardo Ramos, and the Jr. System Administrator, Victor Robles, in a combined effort to generally enforce information security and the efficiency of the laboratories and systems throughout the University. Also, the Electrical and Computer Engineering and Computer Science (ECECS) Department gives us a technical support of the labs through Professor Rodrigo Martinez (IT Support Supervision) and Mr. Orlando Maysonave (Technical Support).

The established laboratories are:

1. The Data Communication Laboratory and Advanced Network Laboratory
2. The High Performance Computing Laboratory (HPC) that includes three PC Clusters.
3. The Turing Laboratory for Graduate Studies.
4. The Cyber Digital Forensics Investigation Laboratory (CDFIL). The lab was supported by a grant from the NSA.

The basic goal of these laboratories is to support research and education in computer science and engineering. These laboratories also support research in other basic sciences requiring sophisticated computing facilities. PUPR owns valuable High-Performance Computing (HPC) equipment such as the 2 Beowulf Clusters of 64 processors each. A third PC Cluster with 256 processors sponsored by a grant from the NSF was installed in the HPC Laboratory.

Our computer laboratories are described below:

1. Data Communications and Advanced Network Laboratories: NSF funding has been previously provided to establish a network laboratory consisting of 20 PC’s and two servers, Additionally, various equipment for networking such as firewalls and wireless communication have also been installed. This lab connects with the wireless IA network to support research projects and education in security issues such as: steganography, watermark, firewalls, intrusion detection, cryptography, and VPN technologies, among others.

2. The High Performance Computing Laboratory (HPC) is mainly sponsored with a grant obtained from a proposal awarded by the DoD. Under this grant a PC Cluster of 32 node dual processors to support scientific and engineering research at graduate and undergraduate levels was acquired. A state-of-the-art PC Cluster with 256 processors sponsored by a grant from the NSF was installed in the HPC Laboratory.

3. The Turing Laboratory for Graduate Studies has been mainly sponsored with funds obtained through a proposal submitted to PRIDCO (a local government agency). This lab is used to support research at the graduate level and to obtain incentives to attract and retain PhD faculty in the Computer Science and Engineering areas. The facilities are used for education and research.

4. The Cyber Digital Forensics Investigation Laboratory (CDFIL) is used for analyzing financial frauds, telecommunication frauds, cyber crime, and terrorism investigation, among other activities. Success of this laboratory will encourage other institutions to adopt similar models that provide high quality training and further increase the available supply of practitioners prepared in this critical discipline. The laboratory provides real and simulated analysis by gathering digital evidence from dead computer systems using legally established procedures of computer forensic science. The activities done include: ensuring evidence is not altered, impacting learning of how investigations in forensically sterile environments can be conducted, documenting chains of custody, and logging investigative actions. In addition, this equipment stimulates students to develop new research in computer forensic science.

Cybersecurity Awards in the Last Four Years 

1. NCAE 003 2020: “Polytechnic University of Puerto Rico NCAE – C Research Grant”. PI. Funding for $133, 440.00. Sept 20 – Sep 2021.

PUPR was awarded a research grant in the area of Artificial Intelligence. Three faculty and eight students are doing research in this area, under this grant.

2. CEDI 002 2020: “2020 CAE-FORDHAN Sub-award for Polytechnic University of Puerto Rico”. PI. Funding for $138,243.00. Sept 20 – Sep 2022.

This is a sub-award granted to PUPR in a collaboration with 10 more universities. We are preparing faculty, students, teachers, first-responders, veterans, with graduate certificates in either Digital Evidence and Auditing or Database Security and Secure Operations.

3. DoD CySP: “DoD Cybersecurity Basic Recruitment Scholarship Program”, PI. Funding for $323,475.19. PI. September 2020 – Sept 2021.

PUPR was awarded a grant to support 5 students: 2 undergraduate, 2 graduate and 1 doctoral student; in Computer Science and Computer Engineering with a Specialization in Cybersecurity.

4. NSA; “A GenCyber Summer Camp to Hispanic Young Ladies at Polytechnic University of Puerto Rico”, Co-PI. Funding for $80,000. February 2020 – February 2021.

PUPR was awarded a grant to educate 30 young female students on cybersecurity awareness and to provide them with hands-on projects in cybersecurity.

5. NSA; “A GenCyber Summer Camp to Hispanic Young Ladies at Polytechnic University of Puerto Rico”, Co-PI. Funding for $70,279.10. February 2019 – February 2020.

PUPR was awarded a grant to educate 30 young female students on cybersecurity awareness and to provide them with hands-on projects in cybersecurity.

6. Department of Education GAANN Fellowships: “Increasing Interdisciplinary Doctoral Degrees in Engineering and Applied Sciences with a Track in Cybersecurity”, Co-PI. Funding for $450,000.00. October 2018-September 2021.

PUPR received a grant to support three doctoral students in a PhD Program in Applied Science and Engineering with a track in cybersecurity.

7. NSA CNAP: “Cybersecurity Workforce Education – CNAP Initiatives” PI. Funding for $156,208.00 September 11, 2017- September 10, 2018.

This award provided support to educate 12 professors from Community Colleges and Universities in Puerto Rico with training in cybersecurity. They were provided support to study either a Graduate Certificate in Digital Forensics (GCDF) or a Graduate Certificate in Information Assurance and Security (GCIAS).

8. DoD IASP: “DoD Cybersecurity Scholarship Program”, PI. Funding for $55,555.77. September 2018 – August 2019.

This award supports one graduate student in the Master of Science in Computer Science with a Specialization in Cybersecurity. 

9. “NSF-SFS 2016 Supplemental: “Development of a Federal Cyber Force in Puerto Rico” PI. Funding for $9,800. July 17, 2016 – December, 31, 2016.

Additional supplemental awarded by the NSF-SFS.

10. “NSF-SFS 2016: Development of a Federal Cyber Force in Puerto Rico” PI. Funding for $2,708,976.48. January 1, 2016 – December 31, 2020. 

Cybercorps NSF-Scholarship for Service awarded to support 20 students during the five year period to support studies in cybersecurity.

11. NRC: Scholarships and Fellowships to Increase Undergraduate and Graduate Research and Education in Related Areas of Puerto Rico” PI. October 1, 2015 – Sept. 30, 2018.

Scholarships and Fellowships to support 12 students in Computer Engineering and Computer Science with a Specialization in Cybersecurity.

NSF Cyber Corps Scholarship for Service Opportunities

Student SFS Toolkit

NSF-SFS Flyer

Application Form for NSF Scholarship for Service

Study Plan for NSF Scholarship

Cybersecurity Faculty Members

Polytechnic University of Puerto Rico (PUPR) has very competent faculty teaching courses in the Cybersecurity Program at PUPR. PUPR counts with faculty with many years of experience that offer courses that are highly significant to the cybersecurity program and provide insight to the student’s learning experience.

Cruz, Alfredo, PhD
Contact: alcruz@pupr.edu
Education: PhD in Computer Engineering 1992, University of Cincinnati; PhD in Computer Information Systems (CIS) 2002, Nova Southeastern University.
Dr. Alfredo Cruz is the POC for the CAE Designation. He is Director of the MS CS, MS CpE, and Electrical Engineering Graduate Programs. He is also the Director of the Center (CIARE) and Head of the Cybersecurity Program.  As Head, he has overall responsibility for the CD curriculum path, and is in charge of all the CAE Designation efforts at PUPR. Dr. Cruz recruits the faculty responsible for the overall CD program of study and sufficient faculty members (full or part-time) to ensure continuity of the program, as required by the NCAE. He also teaches key courses in the Cybersecurity Program such as: Principles of Information Security, IT Operations, Computer Security, E-Discovery, Advanced Database Systems, among others.

Dr. Cruz is member of the ACM. He is an active researcher and uses the ACM and other digital libraries including the PUPR library resources that has several subscriptions to top digital libraries such as: Access Engineering Library-McGraw-Hill, EBSCO HOST Research Databases, O’REILLY Safari, ASME Digital Collection, among others. The use of these libraries is done frequently for reference. He also makes good use of his participation in other professional society resources such as: Computing Alliance of Hispanic Serving Institutions and Puerto Rico Cybersecurity User Group (PRCSUG). Faculty and students from the cybersecurity program attend and participate in the activities and workshops held by these societies in coordination with Dr. Cruz. Dr. Cruz also advises students in the Doctoral Program in Applied Engineering and Science, the Master of Science in Computer Science, and the Master of Science in Computer Engineering.

Prof. De la Cruz, Jose Ramon
Contact: jdelacruz@pupr.edu
Education: Master’s in Computer Engineering, 2013, Polytechnic University of Puerto Rico
Prof. Jose de la Cruz is the Alternate Point of Contact (APOC) for the CAE Designation. He is a full-time professor at the Electrical and Computer Engineering and Computer Science (ECECS) Department. He teaches the graduate course of Database Security. He is very proficient in the area of cybersecurity. He teaches undergraduate courses such as Reverse Engineering and Software Protection, and Network Security, among others. He is very proficient in cybersecurity. He can also teach Computer Forensics, Advanced Computer Forensics, Network Security, Principles of Information Security, among others.

Duffany, Jeff, PhD
Contact: jeffduffany@gmail.com
Education: PhD in Computer and Information Engineering, 1997, Stephens Institute
Dr. Jeff Duffany is Professor at the Graduate School. He has been a key resource in the creation of the cybersecurity program since its beginnings. He is currently teaching key cybersecurity courses at the graduate level in the path of study, such as: Network Security, Computer Forensics, Advanced Computer Forensics, Artificial Intelligence, Design and Analysis of Algorithms; Computational Theory, among others.

Jordan, Zayira, PhD
Contact: zjordan@pupr.edu
Education: PhD, Human Computer Interaction, 2010, Iowa State University
Dr. Zayira Jordan is a full-time professor at the ECECS Department. She has taught courses such as Law, Investigation, and Ethics, and Principles of Information Security, among others. She is very proficient in the area of cybersecurity and also teaches at the undergraduate level cybersecurity courses such as: Computer Forensics, Network Security, Ethical Hacking, Reverse Engineering & Software Protection.

Prof. Robles, John
Contact: jrobles@pupr.edu
Education: He holds a BSEE and MSEE from New York University.
Prof. John Robles is an Adjunct professor at the Graduate School. He teaches very important courses in the cybersecurity program such as: IT Auditing and Secure Operations, Contingency Planning, and Principles of Information Security. He has over 45 years of experience in the field of IT Auditing as a consultant and CEO of his own company. He has CISA, CISM, and CRISC certifications. He teaches technical as well as managerial aspects of cybersecurity in these courses

Prof. Rodriguez, Lisa, Esq.
Contact: lrodriguez@pupr.edu
Education: Juris Doctor, Pontifical Catholic University of Puerto Rico, 2001; Master of Science in Computer Science, 2016, Polytechnic University of Puerto Rico. 
Prof. Lisa Rodriguez is a part-time professor at the Graduate School. She teaches the course Law, Investigation, and Ethics. She is proficient in cybersecurity and is very well prepared to teach the courses: E-discovery and Digital Evidence, Computer Forensics, and Advanced Computer Forensics. She is in the law practice in the area of e-Discovery and digital evidence.

Torres, Nelliud, DBA
Contact: ntorres@pupr.edu
Education: DBA in Information Systems, 2011, Universidad del Turabo; MS Information Systems, 1995, EDP University.
Dr. Nelliud Torres is a part-time professor at the Graduate School. He teaches graduate courses such as: Advanced Database Systems, Contingency Planning, and Database Security. He is well prepared to teach other cybersecurity courses from the path of study, such as Principles of Information Security, IT Operations, among others.

Board of Advisors

The following persons are members of the PUPR CAE-CDE Board of Advisors (BOA) of Polytechnic University of Puerto Rico. We have distinguished security professionals from industry, government, and academia. We have a pioneer in CTF competitions in the BOA, Dr. Daniel Manson. Also, we have a cybersecurity consultant and CEO of his own company that serves the banking, government, and the industry, with more than 40 years of experience, Mr. John Robles. We also have two persons from LLNL that work directly in the area of cybersecurity, among others:

• Celeste Matarazzo – Lawrence Livermore National Laboratories
• John Robles – John Robles and Associates, President
• Tony Baylis – Lawrence Livermore National Laboratories
• Daniel Manson – Professor Emeritus, Computer Information Systems at Cal Poly Pomona
• Jose Germán Gonzalez – Claro Telecom Company, Puerto Rico
• Carlos Velez – US Army
• Juan Carlos Ramos – CEO & President, Cortelco

Point of Contact (POC)

Dr. Alfredo Cruz

Graduate Program Director, PUPR

Office: L-309

Email: alcruz@pupr.edu

Phone number: (787) 622-8000 ext. 316

Cellular phone: (787) 717-3473