Describing Malware via Tagging (abstract)

CNN-Based Malware Visualization and Explainability (abstract)

ProblemChild: Discovering Anomalous Patterns based on Parent-Child Process Relationships (abstract)

Applying Deep Graph Representation Learning to the Malware Graph (abstract)

Applications of Graph Integration to Function Comparison and Malware Classification (abstract)

What is the Shape of an Executable? (abstract)

Mitigating Adversarial Attacks against Machine Learning for Static Analysis (abstract)

Trying to Make Meterpreter into an Adversarial Example (abstract)

Towards a Trustworthy and Resilient Machine Learning Classifier - a Case Study of Ransomware Behavior Detector (abstract)

Exploring Backdoor Poisoning Attacks Against Malware Classifiers (abstract)

Accelerating The Alert Triage Scenario (AT-ATs): InfoSec Data Science with RAPIDS (abstract)

Scalable Infrastructure for Malware Labeling and Analysis (abstract)

Learning to Rank Relevant Malware Strings Using Weak Supervision (abstract)

PowerShell Malware Detection using AMSI (abstract)

TweetSeeker: Extracting Adversary Methods from the Twitterverse (abstract)

EMBER Improvements (abstract)

An Information Security Approach to Feature Engineering (abstract)

Next Generation Process Emulation with Binee (abstract)

Using Lexical Features for Malicious URL Detection- A Machine Learning Approach (abstract)