Important dates
- Competition proposal deadline: August 7, 2024
- Paper submission deadline: Wednesday, September 18, 2024
- Early reject notification: Wednesday, October 23, 2024
- Interactive discussion & revision phase: November 13–27, 2024
- Decision notification: Wednesday, December 11, 2024
- Conference dates: April 9–11, 2025
All deadlines are set to 11:59 PM AoE (Anywhere on Earth), which corresponds to UTC-12 time zone.
Overview
This conference will expand on the theoretical and practical understandings of vulnerabilities inherent to machine learning (ML), explore the robustness of learning algorithms and systems, and aid in developing a unified, coherent scientific community which aims to establish trustworthy machine learning. Topics of interest include (but are not limited to):
- Novel attacks on machine learning
- Novel defenses for machine learning
- Secure and safe machine learning in practice
- Verification of algorithms and systems
- Privacy in machine learning
- Forensic analysis of machine learning
- Fairness and interpretability
- Trustworthy data curation
We solicit research papers, systematization of knowledge papers, and position papers (see Call for Papers for details). Furthermore, we invite proposals for our competition track (see Call for Competitions for details).
Venue
IEEE SaTML 2025 will be hosted on the campus of the University of Copenhagen on April 9-11, 2025. The venue for the conference will be the Lundbeckfond Auditorium.