Phd Thesis ai-based Manipulation Detection in

vor 1 Woche

Wien, Wien, Österreich Austrian Institute of Technology Vollzeit

As
Austria's largest research and technology organisation for applied research, we are dedicated to make substantial contributions to solving the major challenges of our time, climate change and digitisation.

To achieve our goals, we rely on our specific research, development, and technology competencies, which are the basis of our commitment to excellence in all areas.

With our open culture of innovation and our motivated, international teams, we are working to position AIT as Austria's leading research institution at the highest international level and to make a positive contribution to the economy and society.

PHD THESIS "AI-BASED MANIPULATION DETECTION IN IMAGES AND VIDEOS"

CENTER FOR DIGITAL SAFETY & SECURITY

  • You will deal intensively with AI based manipulation detection using cutting edge DeepLearning technology. Your work will include the development of forensic AI methods to identify manipulated images such as AI generated pictures, morphed faces and local manipulations.
  • You will be responsible for developing and training AI models (using frameworks such as Tensorflow and PyTorch) and actively collect and synthesize datasets tailored to address and accurately represent the specific problem at hand.
  • You will engage in independent scientific planning, execution and evaluation of studies, scientific preparation of results and summaries for documentation and presentation.
  • Your contributions will enhance our international AIbased computer vision projects for safety and security, with your methods proven effective and utilised by our clients.
  • Additionally, you'll engage in workshops, conferences, and scientific publications, collaborating with diverse teams of engineers, scientists, and industrial partners to expand your professional network and expertise.

Your qualifications as an Ingenious Partner:

  • Master's studies in the field of computer vision, informatics, mathematics, or a related field
  • Very good knowledge and understanding of image processing, computer vision and machine learning approaches
  • Proficient in Python programming
  • Passion for designing scientific studies to tackle realworld challenges
  • Ideally knowledge in the following areas:
  • Software tools and technologies like Git, Docker, Kubernetes, Continuous Integration (Gitlab CI/CD), ROS
  • Optical Sensors (e.g., RGB, thermal cameras)
  • Interest in reading and writing scientific publications and addressing practical questions from stakeholders
  • Ability to work in a team with initiative, flexibility, and commitment
  • Excellent communication skills (both German and English are required)

Details:

-
Duration of the PhD project: 3 years
-
Start date: ideally as soon as possible
  • However, there is some flexibility concerning the startdate

What to expect:


The gross annual salary for a PhD position on a part-time basis (30 hours/week) according to the collective agreement is EUR 37.577,40.

In addition to numerous events, seminars and networking opportunities, there will be additional company benefits. As a research institution, we are familiar with the supervision and execution of PhD theses, and we are looking forward to supporting you accordingly

Join our
AIT PhD programme with around 150 international students, carried out in cooperation with renowned universities - Let's make ideas work - With you?
Please submit your documents including your
CV, cover letter and your certificates (Transcript of records) online.

APPLY NOW

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