Project
Students can work in groups of two or three for the final project. The final project is an open-ended research project that can target the design and developement of Dependable AI/ML. Projects dealing with evaluation of dependability of AI/ML systems using analytical models or measurements are also encouraged. Several project ideas and conference/journal links are listed below to help you get started.
The requirements for the project are:
- Intial project proposal
- Two presentations
- Mid-term Report: A short presentation to report on your initial progress including a critique of the literature.
- Final Presentation: Encompassing initial goals, results achieved, method/approach, major accomplishments.
- Final report
Project Team Signup
One member of each project team should signup the team at this [form][signup] by 9/11 before the start of the class.
Project Ideasi
- To be announced.
Conferences/Journals/Workshops for Project Ideas
Conferences
- International Conference on Dependable Systems and Networks (DSN)
- Neural Information Processing Systems (Neurips)
- International Conference on Machine Learning (ICML)
- International Conference on Computer Aided Verification (CAV)
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- Usenix Security
- IEEE Symposium on Security and Privacy
Workshops
Signup link will be announced soon