Assistant Research Scientist (PREP0003670) - #Faculty
- Johns Hopkins University
- Gaithersburg, Maryland
- Part Time
Prep Proposal
Developing an Evaluation Framework for Digital Watermarking Technologies
Project Description
This project focuses on contributing to the development of a study on digital watermarking technologies. The student(s) will explore how watermarking techniques are used for protecting digital content and the challenges involved in evaluating their robustness, imperceptibility, and effectiveness. The project aims to build foundational understanding and draft an initial evaluation strategy, supporting broader work at NIST in digital content integrity.
Key Responsibilities
? Conduct a literature survey on state-of-the-art watermarking techniques (image, video, audio, and document-based).
? Familiarize with existing watermarking tools and open-source implementations.
? Understand NIST's role and ongoing efforts in digital content protection and cryptographic standards.
? Propose evaluation metrics, transformation pipelines (stress-testing such as compression, cropping, rotation, noise, etc.), and potential testbeds for watermark robustness testing.
? Draft a preliminary evaluation plan or roadmap that could guide future benchmarking activities.
Deliverables
? Annotated bibliography of key watermarking research.
? Summary report of explored tools and their features.
? Draft evaluation framework document (with proposed metrics and methodology).
? Prototype implementation or scripts for transformation and detection scenarios.
? Background in Computer Science, Electrical Engineering, or related field.
? Education level: graduate student or higher.
? Strong interest in digital media security, cryptography, or multimedia processing.
? Experience with Python, MATLAB, or image/audio processing tools is preferred.
? Familiarity with scientific reading and technical writing.
Salary: $20-$30 per hour
Please upload the following with your application:
- CV/Resume
*Please limit C.V to 3 pages only and ONLY include a valid email address for your contact info. Your resume will not be considered if the following information is included on your CV/resume.
- Self portraits
- Phone number
- Home address/Country
- Citizenship status
- Languages spoken
- Sex/Gender
Privacy Act Statement
Authority: 15 U.S.C. 278g-1(e)(1) and (e)(3) and 15 U.S.C. 272(b) and (c)
Purpose: The National Institute for Standards and Technology (NIST) hosts the Professional Research Experience Program (PREP) ( which is designed to provide valuable laboratory experience and financial assistance to undergraduates, post-bachelor's degree holders, graduate students, master's degree holders, postdocs, and faculty.
PREP is a 5-year cooperative agreement between NIST laboratories and participating PREP Universities to establish a collaborative research relationship between NIST and U.S. institutions of higher education in the following disciplines including (but may not be limited to) biochemistry, biological sciences, chemistry, computer science, engineering, electronics, materials science, mathematics, nanoscale science, neutron science, physical science, physics, and statistics. This collection of information is needed to facilitate the administrative functions of the PREP Program.
Routine Uses: NIST will use the information collected to perform the requisite reviews of the applications to determine eligibility, and to meet programmatic requirements. Disclosure of this information is also subject to all the published routine uses as identified in the Privacy Act System of Records Notices: NIST-1: NIST Associates.
Disclosure: Furnishing this information is voluntary. When you submit the form, you are indicating your voluntary consent for NIST to use of the information you submit for the purpose stated. By applying to a CHIPS-funded PREP opportunity, you also acknowledge that participation in the project requires signing a Non-Disclosure Agreement (NDA) prior to beginning any work.
Job Type: Part Time
The listed salary range represents the minimum and maximum Johns Hopkins University offers for this position, based on a good faith estimate at the time of posting. Actual compensation will vary depending on factors such as location, skills, experience, market conditions, education, and internal equity. Not all candidates will qualify for the highest salary in the range.
Johns Hopkins provides a comprehensive benefits package supporting health, career, and retirement. Learn more:
Equal Opportunity Employer
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
EEO is the Law
Developing an Evaluation Framework for Digital Watermarking Technologies
Project Description
This project focuses on contributing to the development of a study on digital watermarking technologies. The student(s) will explore how watermarking techniques are used for protecting digital content and the challenges involved in evaluating their robustness, imperceptibility, and effectiveness. The project aims to build foundational understanding and draft an initial evaluation strategy, supporting broader work at NIST in digital content integrity.
Key Responsibilities
? Conduct a literature survey on state-of-the-art watermarking techniques (image, video, audio, and document-based).
? Familiarize with existing watermarking tools and open-source implementations.
? Understand NIST's role and ongoing efforts in digital content protection and cryptographic standards.
? Propose evaluation metrics, transformation pipelines (stress-testing such as compression, cropping, rotation, noise, etc.), and potential testbeds for watermark robustness testing.
? Draft a preliminary evaluation plan or roadmap that could guide future benchmarking activities.
Deliverables
? Annotated bibliography of key watermarking research.
? Summary report of explored tools and their features.
? Draft evaluation framework document (with proposed metrics and methodology).
? Prototype implementation or scripts for transformation and detection scenarios.
? Background in Computer Science, Electrical Engineering, or related field.
? Education level: graduate student or higher.
? Strong interest in digital media security, cryptography, or multimedia processing.
? Experience with Python, MATLAB, or image/audio processing tools is preferred.
? Familiarity with scientific reading and technical writing.
Salary: $20-$30 per hour
Please upload the following with your application:
- CV/Resume
*Please limit C.V to 3 pages only and ONLY include a valid email address for your contact info. Your resume will not be considered if the following information is included on your CV/resume.
- Self portraits
- Phone number
- Home address/Country
- Citizenship status
- Languages spoken
- Sex/Gender
Privacy Act Statement
Authority: 15 U.S.C. 278g-1(e)(1) and (e)(3) and 15 U.S.C. 272(b) and (c)
Purpose: The National Institute for Standards and Technology (NIST) hosts the Professional Research Experience Program (PREP) ( which is designed to provide valuable laboratory experience and financial assistance to undergraduates, post-bachelor's degree holders, graduate students, master's degree holders, postdocs, and faculty.
PREP is a 5-year cooperative agreement between NIST laboratories and participating PREP Universities to establish a collaborative research relationship between NIST and U.S. institutions of higher education in the following disciplines including (but may not be limited to) biochemistry, biological sciences, chemistry, computer science, engineering, electronics, materials science, mathematics, nanoscale science, neutron science, physical science, physics, and statistics. This collection of information is needed to facilitate the administrative functions of the PREP Program.
Routine Uses: NIST will use the information collected to perform the requisite reviews of the applications to determine eligibility, and to meet programmatic requirements. Disclosure of this information is also subject to all the published routine uses as identified in the Privacy Act System of Records Notices: NIST-1: NIST Associates.
Disclosure: Furnishing this information is voluntary. When you submit the form, you are indicating your voluntary consent for NIST to use of the information you submit for the purpose stated. By applying to a CHIPS-funded PREP opportunity, you also acknowledge that participation in the project requires signing a Non-Disclosure Agreement (NDA) prior to beginning any work.
Job Type: Part Time
The listed salary range represents the minimum and maximum Johns Hopkins University offers for this position, based on a good faith estimate at the time of posting. Actual compensation will vary depending on factors such as location, skills, experience, market conditions, education, and internal equity. Not all candidates will qualify for the highest salary in the range.
Johns Hopkins provides a comprehensive benefits package supporting health, career, and retirement. Learn more:
Equal Opportunity Employer
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
EEO is the Law
Job ID: 487342687
Originally Posted on: 7/30/2025
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