The ACTION Institute's mission is to innovate the fields of AI and Security.
The Institute shares with both the scientific community and the industry publications, software repositories, datasets, and other artifacts.
Software Repositories
DeepCASE source code
View on GitHubDatasets
The MABEL dataset
The DeepCASE dataset
Publications
A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multi-Stage Advanced Persistent Threats
Shana Moothedath, Dinuka Sahabandu, Joey Allen, Andrew Clark, Linda Bushnell, Wenke Lee, Radha Poovendran
IEEE Transactions on Automatic Control, December 2020.
February 24, 2020 Read More
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection
Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song
Proceedings of the 2017 ACM SIGSAC conference on computer and communications security (pp. 363-376).
October 30, 2017 Read More
Automatically Evading Classifiers: A Case Study on PDF Malware Classifiers
Weilin Xu, Yanjun Qi, David Evans
Network and Distributed System Security Symposium (NDSS). San Diego, CA. 21-24 February 2016.
February 21, 2016 Read More
Unifying logic and probability
Stuart Russell
Communications of the ACM, 58(7), 88-97, 2015.
June 25, 2015 Read More