Awards will be announced in early October
Award talks and ceremonies will take place at The 3rd Workshop on New Frontiers in Adversarial Machine Learning colocated at NeurIPS 2024 (ADVML FRONTIERS'24)
Key Dates (AoE)
September 2nd, 2024: Candidate material due
September 9th, 2024: Reference letter due
At the 2024 NeurIPS AdvML-Frontiers workshop, two rising star awards will be given to young researchers who have made significant contributions and research advances in adversarial machine learning, with a specific emphasis on the robustness, security, and safety of machine learning systems. The applications will be reviewed by AdvML’s award committee. The awardees will give a presentation about their research works at the NeurIPS AdvML-Frontiers workshop in December 2024. We encourage researchers from minority or underrepresented groups to apply.
We encourage researchers working on the following research topics to apply:
Safety, security, and robustness of Generative AI
Adversarial attacks and defenses in machine learning and data mining
Provably robust machine learning methods and systems
Robustness certification and property verification techniques
Trustworthy machine learning and AI ethics
Machine learning under adversarial settings
Generative models and their applications (e.g., generative adversarial nets)
Robust optimization methods and (computational) game theory
Privacy and security in machine learning systems
Novel applications and innovations using adversarial machine learning
Senior PhD students enrolled in a PhD program before December 2021 or researchers holding postdoctoral positions who obtained PhD degree after April 2022
Applicants are required to submit the following materials:
(a). CV (including a list of publications)
(b). Research statement (up to 2 pages, single column, excluding reference), including your research accomplishments and future research directions
(c). A 5-minute video recording for your research summary
(d). Two letters of recommendation uploaded to this form by the referees before September 9th, 2024 (AoE)
The awardee must attend the NeurIPS AdvML-Frontiers workshop and give a presentation in person
Submit the required materials (a),(b),(c) to this form by September 2nd, 2024 (AoE)
Talk Title: Enabling Certifiable Deep Learning for Large-Scale Models towards Real-World Requirements
Talk Title: Does Adversarial Machine Learning Research Matter?
Talk Title: Unboxing the Black-box: A Quest for Scalable and Powerful Neural Network Verifiers
*Please email Pin-Yu Chen <pinyuchen.tw@gmail.com> for any inquiries