Conference and Symposia Grants: Adversarial Machine Learning Workshop
Abstract
Advances in adversarial machine learning coupled with the explosion in the use of machine learning in a range of security-relevant areas in DOD applications prompts deep considerations of how emerging systems arc vulnerable to adversarial manipulation and what defenses may be appropriate. This workshop will bring together a diverse collection of thought leaders in security and machine learning research from government, industry, and academia. This working meeting will have technical presentations and breakouts to share ideas and thoughts on the current state of adversarial behavior in machine learning. The focus of the event will be the articulation of the key research challenges and approaches that will lead to a science of security in machine learning, as well as to foster a community addressing the key challenge this new area presents.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Oct 17, 2018
- Source ID
- W911NF1710237
Entities
People
- Patrick Drew McDaniel
Organizations
- Army Contracting Command
- Pennsylvania State University
- United States Army