Undergraduate

Project
PREP0003309

Join a cutting-edge project to develop innovative solutions in the rapidly evolving field of deepfake forensics. This project focuses on creating and evaluating advanced systems for detecting AI-generated audio and image content, addressing challenges posed by Generative AI technologies like synthetic or deepfake tools.

Forensic AI System Evaluation

Qualifications

Qualifications

This individual must have the following minimum knowledge, skills, and abilities:

  • Proficiency in a programming language such as Python
  • Proficiency in shell scripts (Bash, etc.)
  • Mastery of the principles, practices, methods in a specialty of a technical professional field (in computer science, software engineering, information technology, or related field).  

 

Furthermore, the following knowledge skills, and abilities are preferred:

  • Previous experience in various generative AI tools including deepfakes and Large Language Models
  • Previous Experience in database management (e.g., PostgreSQL)
  • Experience with jupyter notebooks, R, Shiny and interactive plots 
  • Experience in Cross platform software development (Linux, Mac OS X, Windows) 
  • Experience/interest in machine learning and AI test and evaluation
Research Proposal

Key Responsibilities:

  • Explore and experiment with the latest deepfake tools to create diverse synthetic and deepfake datasets.
  • Use advanced AI frameworks to generate and curate datasets with state-of-the-art generative AI technologies.
  • Collaborate with the team to build infrastructure for dataset creation and forensic AI evaluation.
  • Contribute to the development of baseline algorithms for deepfake detection within the generative AI landscape.
  • Improve and enhance deepfake evaluation software packages.
  • Assess the performance, generalization, and robustness of deepfake detection algorithms.
NIST Sponsor
Haiying Guan
Group
Multimodal Information Group
Salary / Hourly Rate {Min}
$15.00
Schedule of Appointment
Part time
Start Date
Sponsor email
haiying.guan@nist.gov
Work Location
Remote
Salary / Hourly rate {Max}
$15.00
Total Hours per week
20
End Date
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