08:30-09:00 breakfast

09:00-09:45 Keynote - Maya Gupta, Principle Scientist, Google

Maya Gupta, “Do You Know What Your ML Is Doing?”

09:45-10:00 coffee

10:00-11:30 Session 4

1. Matthew Berninger, “APTinder: An optimized approach for finding that perfect APT match”

2. Awalin Nabila Sopan, “Interpretation of Threat Prediction Model for SOC Analysts”

3. Cody Wild, “Some Mistakes are More Mistaken Than Others: Using Cost-Matrix Clustering to Address Misclassification Cost Asymmetries in Website Content Classification”

11:30-13:00 lunch

13:00-14:30 Session 5

1. Bronwyn Woods, “Point process modeling of temporal patterns in user authentication behavior”

2. Frances Zlotnick, “Using Anomaly Detection on User Demographic Distributions to Identify Fake Account Bursts”

3. Richard Harang, “Estimating uncertainty for binary classifiers”

14:30-15:00 coffee

15:00-16:30 Session 6

1. Bobby Filar, “TreeHuggr: Discovering where tree-based classifiers are vulnerable to adversarial attack”

2. Malachi Jones, “Automated in-memory malware/rootkit detection via binary analysis and machine learning”

3. Lindsey Lack, “Improved Multi-Stage Classification for Information Security Applications”

16:30-16:45 Closing remarks