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Information Security Institute

Whiting School of Engineering

Catalogue Home

  • Explore our Programs
  • University-​wide Policies and Information
    • Academic Policies and Information
      • Academic Calendar
      • Academic Integrity Policies
      • Animal Care and Use Program
      • Credit Hour Policy
      • FERPA
      • PHD Specific Policies
      • Transcripts and Enrollment Verifications
    • Admission and Aid
      • Tuition and Fees
        • Financial Aid
    • Higher Education Act Disclosures
      • General Institutional Information
      • Health and Safety Information
      • Student Financial Assistance Information
    • Office of Institutional Equity
      • Discrimination and Harassment Policy and Procedures
      • Equal Opportunity and Title IX Notice
      • Sexual Misconduct
    • Rights, Privileges, and Responsibilities
      • Academic Grievance Policy: Students and Postdoctoral Fellows
      • New Child Accommodations for Full-​Time Graduate Students and Postdoctoral Trainees
      • Personal Relationships Policy
      • Photography and Film Rights Policy
      • Student Conduct Code
      • Student Disability Services (SDS)
      • Student Health
    • Veterans Affairs
  • Bloomberg School of Public Health
    • Academic Calendar
    • Admission
    • CEPH Requirements
    • Departments
      • Department of Biochemistry and Molecular Biology
        • Biochemistry and Molecular Biology, MHS
        • Biochemistry and Molecular Biology, ScM
        • Biochemistry and Molecular Biology, PhD
        • Non-​Degree Training
      • Department of Biostatistics
        • Biostatistics, MHS
        • Biostatistics, ScM
        • Biostatistics, PhD
      • Department of Environmental Health and Engineering
        • Environmental Health, MHS
        • Environmental Health, SCM
        • Toxicology for Human Risk Assessment, MS
        • Environmental Health, PhD
        • Non-​Degree Training
      • Department of Epidemiology
        • Epidemiology, MHS
        • Epidemiology, ScM
        • Epidemiology, PhD
        • Non-​Degree Training
      • Department of Health, Behavior and Society
        • Social Factors in Health, MHS
        • Health Education and Health Communication, MSPH
        • Genetic Counseling, ScM
        • Health, Behavior and Society, PhD
        • Non-​Degree Training
      • Department of Health Policy and Management
        • Health Administration, MHA
        • Health Policy, MSPH
        • Health Economics and Outcomes Research, MHS
        • Health Policy and Management, PhD
        • Health Policy and Management, DrPH (Tsinghua)
        • Non-​Degree Training
      • Department of International Health
        • Global Health Economics, MHS
        • International Health, MSPH
        • International Health, MSPH, Human Nutrition-​Dietitian
        • International Health, MA/​MSPH
        • International Health, PhD
        • Non-​Degree Training
      • Department of Mental Health
        • Mental Health, MHS
        • Mental Health, PhD
        • Non-​Degree Training
      • Department of Molecular Microbiology &​ Immunology
        • Molecular Microbiology &​ Immunology, MHS
        • Molecular Microbiology &​ Immunology, ScM
        • Molecular Microbiology &​ Immunology, PhD
        • Non-​Degree Training
      • Department of Population, Family and Reproductive Health
        • Population, Family and Reproductive Health, MHS
        • Population, Family and Reproductive Health, MHS Online
        • Population, Family and Reproductive Health, MSPH
        • Population, Family and Reproductive Health, PhD
      • Doctor of Public Health (DrPH)
      • Graduate Training Programs in Clinical Investigation
        • Graduate Training Programs in Clinical Investigation, MHS
        • Graduate Training Programs in Clinical Investigation, PhD
      • Master of Arts in Public Health Biology
      • Master of Bioethics
      • Master of Public Health Program
        • DNP/​MPH
        • DVM/​MPH
        • JD/​MPH
        • LLM/​MPH
        • MBA/​MPH with China Europe International Business School
        • MD/​MPH
        • MPH/​MBA
        • MSW/​MPH
      • Online Programs for Applied Learning (OPAL)
        • Master of Applied Science in Community-​Based Primary Health Care Programs in Global Health
        • Master of Applied Science in Global Health Planning and Management
        • Master of Applied Science in Humanitarian Health
        • Master of Applied Science in Patient Safety and Healthcare Quality
        • Master of Applied Science in Population Health Management
        • Master of Applied Science in Spatial Analysis for Public Health
      • Residency Programs
        • General Preventive Medicine Residency Program
        • Occupational and Environmental Medicine Residency
    • Certificates
      • Adolescent Health, Certificate
      • Bioethics, Certificate
      • Climate and Health, Certificate
      • Clinical Trials, Certificate
      • Community-​Based Public Health, Certificate
      • Demographic Methods, Certificate
      • Environmental and Occupational Health, Certificate
      • Epidemiology for Public Health Professionals, Certificate
      • Evaluation: International Health Programs, Certificate
      • Food Systems, the Environment &​ Public Health, Certificate
      • Gender and Health, Certificate
      • Gerontology, Certificate
      • Global Health, Certificate
      • Global Health Practice, Certificate
      • Global Tobacco Control, Certificate
      • Health and Human Rights, Certificate
      • Health Communication, Certificate
      • Health Disparities and Health Inequality, Certificate
      • Health Education, Certificate
      • Health Finance and Management, Certificate
      • Healthcare Epidemiology and Infection Prevention and Control, Certificate
      • Humane Sciences and Toxicology Policy, Certificate
      • Humanitarian Health, Certificate
      • Injury and Violence Prevention, Certificate
      • International Healthcare Management and Leadership, Certificate
      • Leadership for Public Health and Healthcare, Certificate
      • Lesbian, Gay, Bisexual, Transgender, and Queer (LGBTQ) Public Health, Certificate
      • Maternal and Child Health, Certificate
      • Mental Health Policy, Economics and Services, Certificate
      • Pharmacoepidemiology and Drug Safety, Certificate
      • Population and Health, Certificate
      • Population Health Management, Certificate
      • Product Stewardship for Sustainability, Certificate
      • Public Health Advocacy, Certificate
      • Public Health Economics, Certificate
      • Public Health Informatics, Certificate
      • Public Health Practice, Certificate
      • Public Health Preparedness, Certificate
      • Public Health Training Certificate for American Indian Health Professionals
      • Public Mental Health Research, Certificate
      • Quality, Patient Safety, and Outcomes Research, Certificate
      • Quantitative Methods in Public Health, Certificate
      • Rigor, Reproducibility and Responsibility in Scientific Practice, Certificate
      • Risk Sciences and Public Policy, Certificate
      • Spatial Analysis for Public Health, Certificate
      • Training Certificate in Public Health
      • Tropical Medicine, Certificate
      • Vaccine Science and Policy, Certificate
    • Policies
      • Academic
        • Academic Ethics Code
        • Academic Leave of Absence
        • Compliance Line
        • Grade Appeal Policy
        • Grading System
        • Graduation Policy
        • Interdivisional Registration
        • Involuntary Leave of Absence
        • Multi-​Term Course Policy
        • Post-​Doctoral Fellow Student Status
        • Student Grievance Policy
      • Research
        • Animal Research
        • Human Subjects Research
        • Worker's Comp
      • Student Life
        • Alternative Beverages
        • Donation Drive Protocol
        • Social Media Policy
        • Special Events Coordination
        • Student Fundraising
  • Carey Business School
    • Admission
      • Graduate Degree Requirements
      • Master’s Programs
      • Certificate Programs
      • Verification of Credentials
      • International Student Admission Policy
      • Inactive/​Deactivated Certificate or Degree Applications
      • State-​Specific Authorization for Online Courses
    • Degrees and Certificates
      • Business Administration (Flexible), MBA
      • Business Administration (Full Time), MBA
      • Business Analytics and Risk Management (Part Time), Master of Science
      • Business Analytics and Risk Management, Master of Science
      • Design Leadership, MBA/​MA Dual Degree
      • Finance (Part Time), Master of Science
      • Finance, Master of Science
      • Financial Management, Graduate Certificate
      • Financial Management, Graduate Certificate, Investments, Graduate Certificate, Applied Economics, MS
      • Health Care Management (Part Time), Master of Science
      • Health Care Management, Master of Science
      • Information Systems, Master of Science
      • Investments, Graduate Certificate
      • Leadership Development Program, Graduate Certificate
      • Marketing (Part Time), Master of Science
      • Marketing, Master of Science
      • MBA/​Applied Economics, MS Dual Degree
      • MBA/​Biotechnology, MS Dual Degree
      • MBA/​Communication, MA Dual Degree
      • MBA/​DNP Dual Degree
      • MBA/​Government, MA Dual Degree
      • MBA/​Healthcare Organizational Leadership, MSN Dual Degree
      • MBA/​JD Dual Degree
      • MBA/​MA in International Relations
      • MBA/​MD Dual Degree
      • MBA/​MPH Dual Degree
      • MSF/​MBA Dual Degree
      • Real Estate and Infrastructure (Part Time), Master of Science
      • Real Estate and Infrastructure, Master of Science
      • Business, Minor
    • Policies and Resources
      • Academic Ethics Policy
      • Academic Progress and Standards
      • Changing Degree Program
      • Grading Policy
      • Graduation
      • Attendance Policy
      • Leave of Absence
      • Registration
      • Student Accounts
      • Transfer of Graduate Credit
      • Waiver Exams
  • Peabody Institute
    • General Information, Procedures and Regulations
      • Introduction and Nomenclature
      • Mission
      • Accreditation
      • Links
      • Honor Societies
    • Procedural Information
      • Applicability
      • Studio Assignments
      • Course Numbering
      • Large Ensemble Participation
      • Competitions
      • Recitals
      • Academic Advising
      • Inter-​Institutional Academic Arrangements
      • Study Abroad Program
      • Outside Instruction and Public Performance
    • Academic Regulations
      • Applicability
      • Academic Code of Conduct
      • Program Classification, Status, and Credit Limits
      • Sources of Credit
      • Grading System and Regulations
      • Dean's List Criteria
      • Academic Standing
      • Registration Regulations
      • Attendance and Absences
      • Interruption of Degree Work
      • Graduation Eligibility
    • Degree and Diploma Programs
      • Bachelor of Music (BM)
        • Curricula
          • Bachelor of Music in Performance
            • Composition, Bachelor of Music
            • Computer Music, Bachelor of Music
            • Guitar, Bachelor of Music
            • Harpsichord, Bachelor of Music
            • Historical Performance, Bachelor of Music
            • Jazz, Bachelor of Music
            • Music for New Media, Bachelor of Music
            • Orchestral Instruments, Bachelor of Music
            • Organ, Bachelor of Music
            • Piano, Bachelor of Music
            • Voice, Bachelor of Music
          • Bachelor of Music in Music Education
            • Composition, Bachelor of Music Education
            • Guitar, Bachelor of Music Education
            • Jazz, Bachelor of Music Education
            • Orchestral Instruments, Bachelor of Music Education
            • Piano, Bachelor of Music Education
            • Voice, Bachelor of Music Education
          • Bachelor of Music in Recording Arts
            • Composition, Bachelor of Music in Recording Arts
            • Computer Music, Bachelor of Music in Recording Arts
            • Guitar, Bachelor of Music in Recording Arts
            • Jazz, Bachelor of Music in Recording Arts
            • Orchestral Instruments, Bachelor of Music in Recording Arts
            • Piano, Bachelor of Music in Recording Arts
        • Minors
          • Business of Music, Minor
          • Directed Studies, Minor
          • Historical Performance, Minor
          • Historical Performance: Voice, Minor
          • Liberal Arts, Minor
          • Music Theory, Minor
          • Musicology, Minor
        • Combined Degree Programs
          • Peabody-​Homewood Double Degree Program
        • Accelerated Graduate Degrees
          • Five-​Year BM/​MM Program
          • Five-​Year BMRA/​MA Program
            • Five-​Year BM/​MA: Music for New Media Variant
      • Bachelor of Fine Arts (BFA)
        • Minors
      • Master of Music (MM)
        • Master of Music: Performance
          • Composition, Master of Music
          • Computer Music, Master of Music
          • Guitar, Master of Music
          • Harpsichord, Master of Music
          • Historical Performance Instruments, Master of Music
          • Historical Performance Voice, Master of Music
          • Jazz, Master of Music
          • Orchestral Conducting, Master of Music
          • Orchestral Instruments, Master of Music
          • Organ, Master of Music
          • Piano, Master of Music
          • Piano: Ensemble Arts Vocal Accompanying, Master of Music
          • Wind Conducting, Master of Music
          • Voice, Master of Music
        • Master of Music: Academic Majors
          • Performance/​Pedagogy, Master of Music
          • Music Education, Master of Music
          • Musicology, Master of Music
          • Music Theory Pedagogy, Master of Music
        • Master of Music: Low Residency
      • Master of Arts (MA)
        • Acoustics, Master of Arts
          • Five-​Year BM/​MA Program Requirements: Acoustics
        • Recording Arts and Sciences, Master of Arts
          • Five-​Year BM/​MA Program Requirements: Recording Arts
      • Doctor of Musical Arts (DMA)
        • Composition, Doctor of Musical Arts
        • Guitar, Doctor of Musical Arts
        • Historical Performance Instruments, Doctor of Musical Arts
        • Orchestral Conducting, Doctor of Musical Arts
        • Orchestral Instruments, Doctor of Musical Arts
        • Organ, Doctor of Musical Arts
        • Piano, Doctor of Musical Arts
        • Voice, Doctor of Musical Arts
        • Wind Conducting, Doctor of Musical Arts
      • Performer’s Certificate (PC)
        • Guitar, Performer's Certificate
        • Orchestral Instruments, Performer's Certificate
        • Organ, Performer's Certificate
        • Piano, Performer's Certificate
        • Voice, Performer's Certificate
      • Graduate Performance Diploma (GPD)
      • Artist’s Diploma (AD)
    • Extension Study
      • Music Education Certification -​ Instrumental
      • Music Education Certification -​ Vocal
  • Nitze School of Advanced International Studies
    • Academic Policies and Resources
    • Degrees and Certificates
      • International Studies, Doctor of Philosophy
      • International Affairs, Doctor of
      • European Public Policy, Master of Arts
      • Global Policy, Master of Arts
      • Global Risk, Master of Arts (On-​site)
      • Global Risk, Master of Arts (Online)
      • International Affairs, Master of Arts
      • International Economics and Finance, Master of Arts
      • International Relations, Master of Arts
      • International Studies, Master of Arts
      • International Public Policy, Master of
      • Strategy, Cybersecurity, and Intelligence, Master of Arts
      • Sustainable Energy, Master of Arts (Online)
      • Chinese and American Studies, Hopkins-​Nanjing Center Certificate
      • Dual Degrees and Exchange Programs
      • Graduate Certificates
      • International Studies, Diploma
  • School of Education
    • Academic and Student Policies
      • Academic and Student Conduct Policies
      • Academic Standards
      • Grading System and Academic Records
      • Grievances and Complaints
    • Admission
    • Graduation
    • Programs
      • Doctoral Programs
        • Education (Online), EdD
        • Education, PhD
      • Master's Programs
        • Counseling, Master of Science
        • Education, Master of Science
        • Health Professions (Online), Master of Education
        • Special Education, Master of Science
      • Post Master's Certificates
        • Applied Behavior Analysis, Post–Master’s Certificate
        • Clinical Mental Health Counseling, Post–Master’s Certificate
        • Evidence-​Based Teaching in the Health Professions, Post–Master’s Certificate
      • Certificate of Advanced Graduate Study
        • Counseling, Certificate of Advanced Graduate Study
      • Graduate Certificates
        • Education of Students with Autism and Other Pervasive Developmental Disorders, Graduate Certificate
        • Educational Leadership for Independent Schools, Graduate Certificate
        • Gifted Education, Graduate Certificate
        • Leadership in Technology Integration (Online), Graduate Certificate
        • Mathematics/​STEM Instructional Leader (PreK-​6) (Online), Graduate Certificate
        • Mind, Brain and Teaching (Online), Graduate Certificate
        • School Administration and Supervision, Graduate Certificate
        • Urban Education, Graduate Certificate
    • Research and Development Centers
    • Scholarships
    • State Authorization of Distance Education and Higher Education Agencies in Other States
  • School of Medicine
    • General Information
      • Conduct in Teacher/​Learner Relationships (Student Mistreatment Policy)
      • Faculty Traveling Fellowship and Visiting Scholar Fellowship
      • Lectureships and Visiting Professorships
      • Loan Funds
      • Medical Student Advising
      • Named Professorships
      • Office of Medical Student Affairs
      • Scholarships
      • Student Research Scholarships and Awards
      • Tuition
      • Tuition and Other Fees
      • Young Investigators’ Day
    • Policies
    • Graduate Programs
      • Anatomy Education, MS
      • Applied Health Sciences Informatics, MS
      • Biochemistry, Cellular and Molecular Biology, PhD
      • Biological Chemistry, PhD
      • Biomedical Engineering, PhD
      • Biophysics and Biophysical Chemistry, PhD/​Molecular Biophysics, PhD
      • Cellular and Molecular Medicine, PhD
      • Cellular and Molecular Physiology, PhD
      • Clinical Anaplastology, MS
      • Clinical Informatics, Post-​Baccalaureate Certificate
      • Cross-​Disciplinary Program in Biomedical Sciences, PhD
      • Functional Anatomy and Evolution, PhD
      • Health Sciences Informatics, PhD
      • Health Sciences Informatics–Research, MS
      • History of Medicine, MA (On-​site)
      • History of Medicine, MA (Online)
      • History of Medicine, PhD
      • History of Medicine, Post-​Baccalaureate Certificate (Online)
      • Human Genetics and Molecular Biology, PhD
      • Immunology, PhD
      • Medical and Biological Illustration, MA
      • Medical Physics, MS
      • Neuroscience, PhD
      • Pathobiology, PhD
      • Pharmacology, PhD
    • Medical Program
      • Doctor of Medicine, MD
      • MD-​PhD, Combined Degree
      • Subject Areas
        • Anesthesiology and Critical Care Medicine
        • Biological Chemistry
        • Biomedical Engineering
        • Biophysics and Biophysical Chemistry
        • Cell Biology
        • Dermatology
        • Emergency Medicine
        • Epidemiology
        • Functional Anatomy and Evolution
        • Gynecology and Obstetrics
        • Health Sciences Informatics
        • History of Medicine
        • Institute of Genetic Medicine
        • Medicine
        • Molecular and Comparative Pathobiology
        • Molecular Biology and Genetics
        • Multi-​Department Courses
        • Neurology
        • Neuroscience
        • Oncology
        • Ophthalmology
        • Pathology
        • Pediatrics
        • Pharmacology and Molecular Sciences
        • Physical Medicine and Rehabilitation
        • Physiology
        • Psychiatry and Behavioral Sciences
        • Public Health
        • Radiation Oncology and Molecular Radiation Sciences
        • Radiology and Radiological Science
        • Section of Surgical Sciences
    • Postdoctoral Fellows
  • School of Nursing
    • Admission
    • Advising
    • Certificates
      • Healthcare Organizational Leadership, Post-​Master’s Certificate
      • Nursing Education, Post-​Master's Certificate
      • Pediatric Acute Care Nurse Practitioner, Post-​Master's Certificate
      • Psychiatric Mental Health Nurse Practitioner, Post-​Master's Certificate
    • Doctoral Degrees
      • Doctor of Nursing Practice, Advanced Practice Track
        • Adult-​Gerontological Acute Care Nurse Practitioner, DNP Advanced Practice Track
        • Adult-​Gerontological Critical Care Clinical Nurse Specialist, DNP Advanced Practice Track
        • Adult-​Gerontological Health Clinical Nurse Specialist, DNP Advanced Practice Track
        • Adult-​Gerontological Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Family Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Nurse Anesthesia, DNP Advanced Practice Track
        • Pediatric Critical Care Clinical Nurse Specialist, DNP Advanced Practice Track
        • Pediatric Dual Primary/​Acute Care Nurse Practitioner, DNP Advanced Practice Track
        • Pediatric Primary Care Nurse Practitioner, DNP Advanced Practice Track
        • Psychiatric Mental Health Nurse Practitioner, DNP Advanced Practice Track
      • Doctor of Nursing Practice: Executive Track
      • Nursing, Doctor of Philosophy
      • Doctor of Nursing Practice (DNP): Advanced Practice Track/​Doctor of Philosophy in Nursing (PhD) Dual Degree
    • Dual Degrees
      • DNP Executive/​MBA Dual Degree
      • DNP Executive/​MPH Dual Degree
      • Healthcare Organizational Leadership, MSN/​MBA, Dual Degree
    • Financial Aid
    • Master's Degrees
      • Entry into Nursing, Master of Science in Nursing
      • Healthcare Organizational Leadership Track, Master of Science in Nursing
    • Online Prerequisites for Health Professions
    • Policies
      • Academic Integrity Policy
      • Academic Standards for Progression
      • Administrative Leave
      • Attendance Policy
      • Canvas and SON IT Help
      • Clinical Placements
      • Clinical Warnings
      • Complaint/​Grievance Policy
      • Compliance
      • Continuous Enrollment Policy
      • Course Policies
      • Criminal Conduct Policy
      • Examination Policy
      • Grading Policy
      • Health Insurance for Students
      • Incomplete Coursework
      • Independent Study Policy
      • Involuntary Leave of Absence
      • Leave of Absence or Withdrawal
      • Letters of Recommendation
      • NCLEX
      • Non-​Degree-​Seeking Students
      • Notification of Missed Clinical Time
      • Pet Guidelines
      • Printing and Copying
      • Professional Attire Policy
      • Professional Ethics Policy
      • Registration Policies and Procedures
      • Religious Observance Attendance Policy
      • Student Code of Conduct
      • Technical Standards for Admission and Graduation
      • Transcripts and Enrollment Verifications
      • Transfer of Graduate Credit
    • Tuition and Fees
  • Whiting School of Engineering
    • Full-​time, On-​campus Undergraduate and Graduate Programs (Homewood)
      • Undergraduate Policies
        • Academic Policies
          • Requirements for a Bachelor's Degree
          • Student Status
          • Registration Policies
          • Grading Policies
          • Academic Standing Policies
          • External Credit Policies
          • Study Abroad Policies
          • Graduation Policies
        • Student Life Policies
      • Graduate Policies
        • Graduate-​Specific Policies
        • Academic Policies
        • Admissions and Finances
        • Student Life
          • International Graduate Students
      • Departments, Program Requirements, and Courses
        • Applied Mathematics and Statistics
          • Applied Mathematics and Statistics, Bachelor of Arts
          • Applied Mathematics and Statistics, Bachelor of Science
          • Applied Mathematics and Statistics, Master of Science in Engineering
          • Applied Mathematics and Statistics, Minor
          • Applied Mathematics and Statistics, PhD
          • Data Science, Master's Degree
          • Financial Mathematics, Master of Science in Engineering
        • Biomedical Engineering
          • Bioengineering Innovation and Design, Master of Science in Engineering
          • Biomedical Engineering, Bachelor of Arts
          • Biomedical Engineering, Bachelor of Science
          • Biomedical Engineering, Master of Science in Engineering
          • Biomedical Engineering, PhD through the School of Medicine
        • Center for Leadership Education
          • Accounting and Financial Management, Minor
          • Engineering Management, Master of Science
          • Entrepreneurship and Management, Minor
          • Leadership Studies, Minor
          • Marketing and Communications, Minor
          • Professional Communication Program
          • Professional Development Program
        • Chemical and Biomolecular Engineering
          • Chemical and Biomolecular Engineering, Bachelor of Science
          • Chemical and Biomolecular Engineering, Master of Science in Engineering
          • Chemical and Biomolecular Engineering, PhD
        • Civil &​ Systems Engineering
          • Civil Engineering, Bachelor of Science
          • Systems Engineering, Bachelor of Science
          • Civil Engineering, Master of Science in Engineering (MSE)
          • Civil Engineering, Minor
          • Civil and Systems Engineering, PhD
          • Systems Engineering, Master of Science in Engineering (MSE)
        • Computational Medicine
          • Computational Medicine, Minor
          • Computational Medicine, Pre-​Doctoral Training Program
        • Computer Science
          • Computer Science, Bachelor of Arts
          • Computer Science, Bachelor of Science
          • Computer Science, Master of Science in Engineering
          • Computer Science, Minor
          • Computer Science, PhD
        • Doctor of Engineering
          • Engineering, Doctor of Engineering
        • Electrical and Computer Engineering
          • Computer Engineering, Bachelor of Science
          • Electrical and Computer Engineering, Master of Science in Engineering
          • Electrical and Computer Engineering, PhD
          • Electrical Engineering, Bachelor of Arts
          • Electrical Engineering, Bachelor of Science
          • Energy, Minor
        • Environmental Health and Engineering
          • Engineering for Sustainable Development, Minor
          • Environmental Engineering, Bachelor of Science
          • Environmental Engineering, Minor
          • Environmental Sciences, Minor
          • Geography and Environmental Engineering, Master of Arts
          • Geography and Environmental Engineering, Master of Science
          • Geography and Environmental Engineering, Master of Science in Engineering
          • Geography and Environmental Engineering, PhD
          • Occupational and Environmental Hygiene, Master of Science
        • General Engineering
          • General Engineering, Bachelor of Arts
        • Information Security Institute
          • Security Informatics, Master of Science
          • Security Informatics, Master of Science/​Applied Mathematics and Statistics, Master of Science in Engineering Dual Master's Program
          • Security Informatics, Master of Science/​Computer Science, Master of Science in Engineering Dual Master's Program
        • Materials Science and Engineering
          • Materials Science and Engineering, Bachelor of Science
          • Materials Science and Engineering, Master of Science in Engineering
          • Materials Science and Engineering, PhD
        • Mechanical Engineering
          • Engineering Mechanics, Bachelor of Science
          • Mechanical Engineering, Bachelor of Science
          • Mechanical Engineering, Master of Science in Engineering
          • Mechanical Engineering, PhD
        • NanoBioTechnology
          • Nano-​Biotechnology, Certificate of Advanced Study
        • Robotics and Computational Sensing
          • Computer Integrated Surgery, Minor
          • Robotics, Master of Science in Engineering
          • Robotics, Minor
      • Multi-​School Programs of Study
        • Business, Minor
        • Peabody-​Homewood Double Degree Program
        • Space Science and Engineering
    • Part-​Time, Online Graduate Programs (Engineering for Professionals)
      • Academic Policies
        • Academic Calendar
        • Academic Regulations
        • Registration Policies
        • Tuition and Fees
      • Admission Requirements
      • Applied and Computational Mathematics
        • Applied and Computational Mathematics, Master of Science
        • Applied and Computational Mathematics, Post-​Master’s Certificate
      • Applied Biomedical Engineering
        • Applied Biomedical Engineering, Graduate Certificate
        • Applied Biomedical Engineering, Master of Science
        • Applied Biomedical Engineering, Post-​Master’s Certificate
      • Applied Physics
        • Applied Physics, Master of Science
        • Applied Physics, Post-​Master’s Certificate
      • Artificial Intelligence
        • Artificial Intelligence, Graduate Certificate
        • Artificial Intelligence, Master of Science
      • Chemical and Biomolecular Engineering
        • Chemical and Biomolecular Engineering, Master of Chemical and Biomolecular Engineering
      • Civil Engineering
        • Civil Engineering, Graduate Certificate
        • Civil Engineering, Master of Civil Engineering
      • Computer Science
        • Computer Science, Master of Science
        • Computer Science, Post-​Master’s Certificate
      • Cybersecurity
        • Cybersecurity, Master of Science
        • Cybersecurity, Post-​Master’s Certificate
      • Data Science
        • Data Science, Master of Science
        • Data Science, Post-​Master’s Certificate
      • Electrical and Computer Engineering
        • Electrical and Computer Engineering, Graduate Certificate
        • Electrical and Computer Engineering, Master of Science
        • Electrical and Computer Engineering, Post-​Master’s Certificate
      • Engineering Management
        • Engineering Management, Master of Engineering Management
      • Environmental Engineering, Science, and Management Programs
        • Environmental Engineering
          • Environmental Engineering, Graduate Certificate
          • Environmental Engineering, Master of Environmental Engineering
          • Environmental Engineering, Post-​Master’s Certificate
        • Environmental Engineering and Science
          • Environmental Engineering and Science, Graduate Certificate
          • Environmental Engineering and Science, Master of Science
          • Environmental Engineering and Science, Post-​Master’s Certificate
        • Environmental Planning and Management
          • Environmental Planning and Management, Graduate Certificate
          • Environmental Planning and Management, Master of Science
          • Environmental Planning and Management, Post-​Master’s Certificate
        • Climate Change, Energy, and Environmental Sustainability, Graduate Certificate
      • Financial Mathematics
        • Financial Mathematics, Master of Science
        • Financial Risk Management, Graduate Certificate
        • Quantitative Portfolio Management, Graduate Certificate
        • Securitization, Graduate Certificate
      • Healthcare Systems Engineering
        • Healthcare Systems Engineering, Master of Science
      • Information Systems Engineering
        • Information Systems Engineering, Graduate Certificate
        • Information Systems Engineering, Master of Science
        • Information Systems Engineering, Post-​Master’s Certificate
      • Materials Science and Engineering
        • Materials Science and Engineering, Master of Science
      • Mechanical Engineering
        • Mechanical Engineering, Master of Science
        • Mechanical Engineering, Post-​Master’s Certificate
      • Occupational and Environmental Hygiene
        • Occupational and Environmental Hygiene, Master of Science
      • Robotics and Autonomous Systems
        • Robotics and Autonomous Systems, Master of Science
      • Space Systems Engineering
        • Space Systems Engineering, Master of Science
      • Systems Engineering
        • Systems Engineering, Graduate Certificate
        • Systems Engineering, Master of Science
        • Systems Engineering, Master of Science in Engineering (ABET-​accredited)
        • Systems Engineering, Post-​Master’s Certificate
      • Technical Management
        • Technical Management, Graduate Certificate
        • Technical Management, Post-​Master’s Certificate
  • Zanvyl Krieger School of Arts and Sciences
    • Full-​time, On-​campus Undergraduate and Graduate Programs (Homewood)
      • Undergraduate Policies
        • Academic Policies
          • Requirements for a Bachelor's Degree
          • Student Status
          • Registration Policies
          • Grading Policies
          • Academic Standing Policies
          • External Credit Policies
          • Study Abroad Policies
          • Graduation Policies
        • Student Life Policies
      • Graduate Policies
        • Academic Policies
        • Admissions and Finances
        • Graduate-​Specific Policies
        • Student Life
          • International Graduate Students
      • Departments, Program Requirements, and Courses
        • Anthropology
          • Anthropology, Bachelor of Arts
          • Anthropology, Minor
          • Anthropology, PhD
        • Archaeology
          • Archaeology, Bachelor of Arts
        • Behavioral Biology Program
          • Behavioral Biology, Bachelor of Arts
        • Bioethics
          • Bioethics, Minor
        • Biology
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      • Multi-​School Programs of Study
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      • About Krieger School of Arts and Sciences
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          • Science Writing, Certificate
        • Teaching Writing, Master of Arts
          • Teaching Writing, Certificate
        • Writing, Master of Arts
        • Office of Summer and Intersession Programs
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  • Information Security Institute
  • Overview
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Department website: http://isi.jhu.edu/

The Johns Hopkins University Information Security Institute (ISI) is the University’s focal point for research and education in information security, assurance and privacy. Securing cyberspace and our national information infrastructure is more critical now than ever before, and it can be achieved only when the core technology, legal and policy issues are adequately addressed. ISI is committed to a comprehensive approach that includes input from academia, industry and government. The University, through ISI’s leadership, has thus been designated as a Center of Academic Excellence in Information Assurance Education and Research by the National Security Agency and the Department of Homeland Security, and leading experts in the field. Through our broad range of educational opportunities including a ground-breaking graduate program and leading edge research in foundational science and applied technologies, ISI is having a significant impact in the region and nationwide.

Our research in cryptography, networking, wireless, systems evaluation, medical privacy and electronic voting, among other areas is widely circulated among academics and policymakers. Moreover, ISI is instrumental in homeland security efforts across Hopkins, including emergency health preparedness, bio-terrorism and national defense.

The Johns Hopkins University Information Security Institute based in the Whiting School of Engineering provides a broad and holistic perspective to the information security and assurance field relative to both research and education. In addition to a comprehensive collection of programs related to information technology, a range of management, governance, and policy issues are integrated into the Information Security Institute agenda. The breadth of focus provided represents a strength and distinction of the Johns Hopkins University Information Security Institute. Through the involvement of the faculty and resources from the Whiting School of Engineering, the Krieger School of Arts and Sciences, the Bloomberg School of Public Health, the Carey Business School, and the Applied Physics Lab, a variety of innovative as well as international research and educational initiatives in information security and assurance are supported within the Information Security Institute.

Facilities

The computing facilities include a laboratory of shared servers and PC workstations, and customizable machines and special devices for student projects. Various focused research laboratories have additional resources that provide greater specialization than the general lab. The facilities are connected to a secure high-speed network which allows access to specialized hardware in other departments and institutions. The Information Security Institute and Department of Computer Science cooperate in the use of some of these facilities.

Programs

  • Security Informatics, Master of Science
  • Security Informatics, Master of Science/Applied Mathematics and Statistics, Master of Science in Engineering Dual Master's Program
  • Security Informatics, Master of Science/Computer Science, Master of Science in Engineering Dual Master's Program

For current course information and registration go to https://sis.jhu.edu/classes/

Courses

EN.650.601.  Introduction to Information Security.  3 Credits.  

This course exposes students to the cross-disciplinary and broad information security field. It surveys a range of fundamental topics of information security principles, architecture, policy and standard, risk management, cryptography, physical, operation, system and network security mechanisms, and law and ethics, among others. This course includes lectures, case studies, and homework. Students will also complete independent study class projects. Recommended Course Background: Basic knowledge of computer system and information technology.

EN.650.614.  Rights In Digital Age.  3 Credits.  

This course will examine various legal and policy issues presented by the tremendous growth in computer technology, especially the Internet. The rights that various parties have with respect to creating, modifying, using, distributing, storing, and copying digital data will be explored. The concurrent responsibilities, and potential liabilities, of those parties will also be addressed. The course will focus on intellectual property issues, especially copyright law, and other legal and economic considerations related to the use and management of digital data. Copyright law and its role within the framework of intellectual property law will be presented in a historical context with an emphasis on its applicability to emerging-technology issues. Specifically, the treatment of various works, such as music, film, and photography that were traditionally, analog in nature will be analyzed with respect to their treatment in the digital domain; works that are by their nature digital, such as computer software, will also be analyzed. The current state of U.S. copyright law will be presented, as will relevant international treaties and foreign laws. The goal of the course is to provide those involved or interested in digital rights management with a general awareness of the rights and obligations associated with maintaining and distributing digital data. (This course will be taught in Washington, DC and video-cast on Homewood Campus.)

Area: Social and Behavioral Sciences

EN.650.621.  Critical Infrastructure Protection.  3 Credits.  

This course focuses on understanding the history, the vulnerability, and the need to protect our Critical Infrastructure and Key Resources (CIKR). We will start by briefly surveying the policies which define the issues surrounding CIKR and the strategies that have been identified to protect them. Most importantly, we will take a comprehensive approach to evaluating the technical vulnerabilities of the 18 identified sectors, and we will discuss the tactics that are necessary to mitigate the risks associated with each sector. These vulnerabilities will be discussed from the perspective of ACM, IEEE or other technical journals/articles which detail recent and relevant network-level CIKR exploits. We will cover well known vulnerable systems such the Internet, SCADA or PLC and lesser known systems such as E911 and industrial robot. Also, a class project is required. Recommended Course Background: EN.650.424 or equivalent or permission by instructor.

Area: Engineering, Natural Sciences

EN.650.624.  Network Security.  3 Credits.  

This course focuses on communication security in computer systems and networks. The course is intended to provide students with an introduction to the field of network security. The course covers network security services such as authentication and access control, integrity and confidentiality of data, firewalls and related technologies, Web security and privacy. Course work involves implementing various security techniques. A course project is required. Course Background: EN.601.220, EN.601.226, EN.601.418 or equivalent.

Prerequisite(s): Students may only earn credit for one of the following courses: EN.650.624 OR EN.601.444 OR EN.601.644

Area: Engineering

EN.650.631.  Ethical Hacking.  3 Credits.  

Cyber security affects every facet of industry and our government, and thus is now a threat to National Security. This course is designed to introduce students to the skills needed to defend computer network infrastructure by exposing them to the hands-on identification and exploitation of vulnerabilities in servers (i.e., Windows and Linux), wireless networks, websites, and cryptologic systems. These skills will be tested by having teams of students develop and participate in instructor lead capture-the-flag competitions. Also included are advanced topics such as shell coding, IDA Pro analysis, fuzzing, and writing or exploiting network-based applications or techniques such as web servers, spoofing, and denial of service.

Area: Engineering

EN.650.640.  Moral & Legal Foundations of Privacy.  3 Credits.  

This course explores the ethical and legal underpinnings of the concept of privacy. It examines the nature and scope of the right to privacy by addressing fundamental questions such as: What is privacy? Why is privacy morally important? How is the right to privacy been articulated in constitutional law?

EN.650.653.  Financial Issues in Managing a Secure Operation.  3 Credits.  

This course addresses the risks (financial, reputation, business, and third party), costs, ROI, and other business issues concerned in planning and managing a secure operation. Topics include disaster recovery, outsourcing issues; service level agreements; evaluating external security service providers; assessing security total cost of ownership; audit procedures; financial integrity; cost/benefit analyses; back-up and recovery provisions; insurance protection; contingency and business continuity plans; qualitative and quantitative risk analysis; monitoring the security of the enterprise; information economics; performance reporting; automated metrics reporting; responses to threats; effects of security policies and practices on business and customers; preparing a business case for information security investments; and developing cost-effective solutions given constraints in money, assets, and personnel. Case studies and exercises will be used to illustrate financial planning and evaluation of security operations.

EN.650.654.  Computer Intrusion Detection.  3 Credits.  

Intrusion detection supports the on-line monitoring of computer system activities and the detection of attempts to compromise normal services. This course starts with an overview of intrusion detection tasks and activities. Detailed discussion introduces a traditional classification of intrusion detection models, applications in host-centered and distributed environments, and various intrusion detection techniques ranging from statistical analysis to biological computing. This course serves as a comprehensive introduction of recent research efforts in intrusion detection and the challenges facing modern intrusion detection systems. Students will also be able to pursue in-depth study of special topics of interest in course projects.

Area: Engineering, Natural Sciences

EN.650.655.  Implementing Effective Information Security Programs.  3 Credits.  

This course focuses on the personnel, legal, regulatory and privacy issues that comprise the basic security management areas that must be considered when developing and implementing an effective information security program. Specific topics include security-related legislation, government and industry security frameworks, the identification and management of risk, security controls, defense in depth, critical infrastructure protection, development and implementation of an enterprise wide security strategy, and organizational roles and responsibilities.

Writing Intensive

EN.650.656.  Computer Forensics.  3 Credits.  

This course introduces the student to the field of applied Computer Forensics as practiced by corporate security and law enforcement personnel. The emphasis is on "dead box" (powered off) data extraction and analysis with open-source tools. Topics covered include legal and regulatory issues, forensic imaging and data acquisition from a "dead" system, computer file systems (FAT/NTFS) and data recovery, Windows Registry and configuration records, Windows log analysis and operating system artifacts, memory dump analysis (RAM), software artifacts, computer network forensics, introductory mobile device forensics, case reporting and documentation, end-to-end computer forensic examinations, peer review, and testifying in court.

Area: Engineering

EN.650.658.  Introduction to Cryptography.  3 Credits.  

Cryptography has a rich history as one of the foundations of information security. This course serves as the introduction to the working primitives, development and various techniques in this field. It emphasizes reasoning about the constraint and construction of cryptographic protocols that use shared secret key or public key. Students will also be exposed to some current open problems. Permission of instructor only.

Area: Engineering

EN.650.660.  Software Vulnerability Analysis.  3 Credits.  

Competent execution of security assessments on modern software systems requires extensive knowledge in numerous technical domains and comprehensive understanding of security risks. This course provides necessary background knowledge and examines relevant theories for software vulnerabilities and exploits in detail. Key topics include historical vulnerabilities, their corresponding exploits, and associated risk mitigations. Fundamental tools and techniques for performing security assessments (e.g., software reverse engineering, static analysis, and dynamic analysis) are covered extensively. The format of this course includes lectures and assignments where students learn how to develop exploits to well-known historical vulnerabilities in a controlled environment. Students will complete and demonstrate a project as part of the course.

Area: Engineering

EN.650.663.  Cloud Computing Security.  3 Credits.  

Cloud computing promises significant cost savings via economies of scale that typically are not achievable by a single organization. This course examines cloud computing in detail and introduces the security concerns associated with cloud computing. Key topics include service models for cloud computing, virtualization, storage, management, and data processing. Fundamental security principles are introduced and applied to cloud computing environments. The format of this course includes lectures and hands-on assignments. Students will complete a project and present it as part of the course.

Area: Engineering, Natural Sciences

EN.650.672.  Security Analytics.  3 Credits.  

Security analytics refers to information technology solutions that gather and analyze security events to bring situational awareness and enable IT staff to understand and analyze events that pose the greatest risk. Increasingly, detecting and preventing cyber attacks require sophisticated use of data analytics and machine learning tools. This course will cover fundamental theories and methods in data science, modern security analytical tools, and practical use cases of security analytics. Students of this course learn concepts, tasks, and methods of data science; and how to apply data science to cyber security problems. Students also learn how to use modern software in security analytics. Recommend Course Background: Basic knowledge of statistics; Either python or R programming skill (do not require both).

EN.650.673.  Mobile and Wireless Security.  3 Credits.  

The past few decades have seen a rapid evolution of wireless LAN and cellular technologies. In addition to wireless access technologies, various types of network layer and application layer mobility protocols have been developed to provide seamless connectivity to mobile users. Maintaining end-to-end security for these mobile users needs to take into account authentication, authorization, integrity and confidentiality as mobile devices change their point-of-attachment. This course will provide an overview of various wireless access technologies, mobility protocol taxonomy and will describe end-to-end security including mobile end point, radio access network, network core, and application services. In addition, this will include hands-on lab experiments to examine security over wireless and mobile networks and a research group project. Overall objective of this course is to impart both theoretical and practical knowledge to the students, and at the same time make them ready for any future research to solve complex problems. Recommended Course Background: Knowledge of TCP/IP, Linux, Fundamentals of Networking

Area: Engineering, Natural Sciences

EN.650.681.  Global Cybersecurity Trends and Practices.  3 Credits.  

This course provides an overview of cybersecurity capabilities and practices in the global community. International organizations engaged in cybersecurity policy and governance and the national strategies of many countries are examined in detail. Students will gain insights into the political, economic, military, and technological components of cybersecurity as practiced in the U.S., UK, China, Russia, and other countries. The course is designed around four general themes: global cyber threats, strategies and policies in response to cyber threats, comparative cybersecurity capabilities of nation-states; and cybersecurity in international politics. Students will also gain an appreciation of key cybersecurity issues like critical infrastructure protection and information sharing in the international context. The course will provide students a broad perspective on the global context of cybersecurity, complementing knowledge gained in other courses in the graduate program. There will be assignments to study key literature and current events, as well as quizzes and a mid-term exam. Students will also conduct research projects that focus on the interaction of technology, policy, strategy, and governance, and present results to the class. EN.650.401/EN.650.601 recommended

Area: Engineering

EN.650.683.  Cybersecurity Risk Management.  3 Credits.  

Data breaches, cyber attacks, cybercrime, and information operations in social media continue to increase in frequency and severity, causing businesses and governments to focus more resources on cybersecurity risk management and compliance. Utilizing real-world data breaches and attacks as motivation, this course will provide students knowledge of risk management concepts, frameworks, compliance regimes and best industry practices used to ensure sound cybersecurity practices in government, commercial, and academic organizations. Lab exercises will provide opportunities for students to experience key aspects of the risk management process and help prepare them for post-graduation assignments as cybersecurity professionals. Recommended Course Background: EN.650.601.

Area: Engineering

EN.650.757.  Advanced Computer Forensics.  3 Credits.  

This course will analyze advanced topics and state of the art issues in the field of digital forensics. The course will be run in a research seminar format and students will be given both basic and applied research projects in such areas as: intrusion analysis, network forensics, memory forensics, mobile devices, and other emerging issues.

EN.650.836.  Information Security Projects.  1 Credit.  

All MSSI programs must include a project involving a research and development oriented investigation focused on an approved topic addressing the field of information security and assurance from the perspective of relevant applications and/or theory. There must be project supervision and approval involving a JHUISI affiliated faculty member. A project can be conducted individually or within a team-structured environment comprised of MSSI students and an advisor. A successful project must result in an associated report suitable for on-line distribution. When appropriate, a project can also lead to the development of a so-called "deliverable" such as software or a prototype system. Projects can be sponsored by government/industry partners and affiliates of the Information Security Institute, and can also be related to faculty research programs supported by grants and Contracts. Required course for any full-time MSSI student. Open to MSSI students. Permission required for non-MSSI students.

EN.650.837.  Information Security Projects.  1 Credit.  

Open to MSSI students Permission Required for non-MSSI students All MSSI programs must include a project involving a research and development oriented investigation focused on an approved topic addressing the field of information security and assurance from the perspective of relevant applications and/or theory. There must be project supervision and approval involving a JHUISI affiliated faculty member. A project can be conducted individually or within a team-structured environment comprised of MSSI students and an advisor. A successful project must result in an associated report suitable for on-line distribution. When appropriate, a project can also lead to the development of a so-called "deliverable" such as software or a prototype system. Projects can be sponsored by government/industry partners and affiliates of the Information Security Institute, and can also be related to faculty research programs supported by grants and Contracts. Required for MSSI students on full-time status.

EN.650.840.  Information Security Independent Study.  3 Credits.  

Individual study in an area of mutual interest to a graduate student and a faculty member in the Institute.

Computer Science

EN.601.631.  Theory of Computation.  3 Credits.  

This is a graduate-level course studying the theoretical foundations of computer science. Topics covered will be models of computation from automata to Turing machines, computability, complexity theory, randomized algorithms, inapproximability, interactive proof systems and probabilistically checkable proofs. Students may not take both EN.601.231 and EN.601.631, unless one is for an undergrad degree and the other for grad. [Analysis]Recommended Course Background: EN.553.171 or istructor permission.

Area: Engineering, Quantitative and Mathematical Sciences

EN.601.633.  Intro Algorithms.  3 Credits.  

Same material as EN.601.433, for graduate students.This course concentrates on the design of algorithms and the rigorous analysis of their efficiency. topics include the basic definitions of algorithmic complexity (worst case, average case); basic tools such as dynamic programming, sorting, searching, and selection; advanced data structures and their applications (such as union-find); graph algorithms and searching techniques such as minimum spanning trees, depth-first search, shortest paths, design of online algorithms and competitive analysis. [Analysis] Required background: Data Structures and Discrete Math or Automata/Computation Theory

Prerequisite(s): Students may receive credit for only one of EN.600.363, EN.600.463, EN.601.433, EN.601.633.

Area: Engineering, Quantitative and Mathematical Sciences

EN.601.640.  Web Security.  3 Credits.  

This course begins with reviewing basic knowledge of the World Wide Web, and then exploring the central defense concepts behind Web security, such as same-origin policy, cross-origin resource sharing, and browser sandboxing. It will cover the most popular Web vulnerabilities, such as cross-site scripting (XSS) and SQL injection, as well as how to attack and penetrate software with such vulnerabilities. Students will learn how to detect, respond, and recover from security incidents. Newly proposed research techniques will also be discussed. [Systems]Required background: data structures and computer system fundamentals.

Prerequisite(s): Students may receive credit for only one of 601.640/440/640

EN.601.641.  Blockchains and Cryptocurrencies.  3 Credits.  

Same as EN.601.441, for graduate students. This course will introduce students to cryptocurrencies and the main underlying technology of Blockchains. The course will start with the relevant background in cryptography and then proceed to cover the recent advances in the design and applications of blockchains. This course should primarily appeal to students who want to conduct research in this area or wish to build new applications on top of blockchains. It should also appeal to those who have a casual interest in this topic or are generally interested in cryptography. Students are expected to have mathematical maturity. Recommended Course Background: EN.601.226 AND (EN.553.310 OR EN.553.420) [Analysis]

Prerequisite(s): Students may receive credit for only one of EN.600.451 OR EN.601.441 OR EN.601.641

Area: Engineering

EN.601.642.  Modern Cryptography.  3 Credits.  

Same material as 601.442, for graduate students. Modern Cryptography includes seemingly paradoxical notions such as communicating privately without a shared secret, proving things without leaking knowledge, and computing on encrypted data. In this challenging but rewarding course we will start from the basics of private and public key cryptography and go all the way up to advanced notions such as zero-knowledge proofs, functional encryption and program obfuscation. The class will focus on rigorous proofs and require mathematical maturity. [Analysis] Required course background: Probability & Automata/Computation Theory

Prerequisite(s): Students may receive credit for only one of EN.601.442 OR EN.601.642.

Area: Engineering, Quantitative and Mathematical Sciences

EN.601.643.  Security & Privacy in Computing.  3 Credits.  

Same material as 601.443, for graduate students. Lecture topics will include computer security, network security, basic cryptography, system design methodology, and privacy. There will be a heavy work load, including written homework, programming assignments, exams and a comprehensive final. The class will also include a semester-long project that will be done in teams and will include a presentation by each group to the class. [Applications] Required Course Background: A basic course in operating systems and networking, or permission of instructor.

Prerequisite(s): Students may receive credit for only one of EN.600.443, EN.601.443, EN.601.643.

Area: Engineering

EN.601.644.  Network Security.  3 Credits.  

Same material as 601.444, for graduate students. This course focuses on communication security in computer systems and networks. The course is intended to provide students with an introduction to the field of network security. The course covers network security services such as authentication and access control, integrity and confidentiality of data, firewalls and related technologies, Web security and privacy. Course work involves implementing various security techniques. A course project is required. [Systems]Recommended. Course Background: EN.601.220, EN.601.226 or equivalent

Prerequisite(s): Students may receive credit for only one of EN.600.454, EN.650.454, EN.601.445, EN.601.645.

Area: Engineering

EN.601.645.  Practical Cryptographic Systems.  3 Credits.  

Same material as 601.445, for graduate students. This semester-long course will teach systems and cryptographic design principles by example: by studying and identifying flaws in widely-deployed cryptographic products and protocols. Our focus will be on the techniques used in practical security systems, the mistakes that lead to failure, and the approaches that might have avoided the problem.We will place a particular emphasis on the techniques of provable security and the feasibility of reverse-engineering undocumented cryptographic systems. [Systems]

Prerequisite(s): Students may receive credit for EN.600.454/EN.601.445 or EN.601.645, but not both.

Area: Engineering

EN.601.740.  Language-based Security.  3 Credits.  

This course will introduce Language-based Security, an emerging field in cyber security that leverages techniques from compilers and program analysis for security-related problems. Topics include but are not limited to: Control-flow and data-flow graphs, Program slicing, Code property graph (CPG), and Control-flow integrity. Students are expected to read new and classic papers in this area and discuss them in class. Recommended backgrounds are Operating Systems and preferably Compilers.

EN.601.741.  Advanced Topics in Secure and Censorship-Resistant Communications.  3 Credits.  

Topics will vary from year to year, but will focus on applied cryptography and communications, focused on the development of secure and uncensorable communication mechanisms for communities at risk. This course will include topics such as: communication protocol design and analysis, blockchain-based protocols, anonymous communication, cryptographic backdoors, and other topics. Emphasis in this course is on understanding how cryptographic issues impact real systems, while maintaining an appreciation for grounding the work in fundamental science. The course will consist of in-class workshops and interactive discussions. There will be programming assignments and a course project with real world impact. Students will also be expected to read assigned papers and to present at least one research paper and lead a discussion on it. [Systems]

Prerequisite(s): ((EN.601.441 OR EN.601.641) OR (EN.601.442 OR EN.601.642) OR (EN.601.445 OR EN.601.645))

EN.601.742.  Advanced Topics in Cryptography.  3 Credits.  

This course will focus on advanced cryptographic topics with an emphasis on open research problems and student presentations.

EN.601.743.  Advanced Topics in Computer Security.  3 Credits.  

Topics will vary from year to year, but will focus mainly on network perimeter protection, host-level protection, authentication technologies, intellectual property protection, formal analysis techniques, intrusion detection and similarly advanced subjects. Emphasis in this course is on understanding how security issues impact real systems, while maintaining an appreciation for grounding the work in fundamental science. Students will study and present various advanced research papers to the class. There will be homework assignments and a course project. A college level security or crypto course at Hopkins or any other school is required.

EN.601.745.  Advanced Topics in Applied Cryptography.  3 Credits.  

This reading and project based course will explore the latest research in the area of applied cryptography and cryptographic engineering. Topics covered will include zero knowledge, efficient multiparty computation, cryptocurrencies, and trusted computing hardware. Readings will be drawn from the latest applied cryptography and security conferences. The course will include both reading, critical analysis, presentations and a course programming project. [Analysis or Applications]

Prerequisite(s): EN.600.454 OR EN.601.445 OR EN.601.645 OR EN.600.442 OR EN.601.442 OR EN.601.642

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