Identification of program signatures from cloud computing system telemetry data. - Nicole Nichols 001; Mark Greaves; William Smith; Ryan LaMothe; Gianluca Longoni; Jeremy Teuton (SSCI, 2016)

Predicting User Roles from Computer Logs Using Recurrent Neural Networks. - Aaron Tuor; Samuel Kaplan; Brian Hutchinson; Nicole Nichols 001; Sean Robinson (AAAI, 2017)

Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams. - Aaron Tuor; Samuel Kaplan; Brian Hutchinson; Nicole Nichols 001; Sean Robinson (AAAI Workshops, 2017)

Faster Fuzzing: Reinitialization with Deep Neural Models. - Nicole Nichols 001; Mark Raugas; Robert Jasper; Nathan Hilliard (CoRR, 2017)

Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection. - Aaron Randall Tuor; Ryan Baerwolf; Nicolas Knowles; Brian Hutchinson; Nicole Nichols 001; Robert Jasper (AAAI Workshops, 2018)

Projecting Trouble: Light based Adversarial Attacks on Deep Learning Classifiers. - Nicole Nichols 001; Robert Jasper (AAAI Fall Symposium: ALEC, 2018)

Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection. - Andy Brown; Aaron Tuor; Brian Hutchinson; Nicole Nichols 001 (CoRR, 2018)

Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers. - Loc Truong; Chace Jones; Brian Hutchinson; Andrew August; Brenda Praggastis; Robert Jasper; Nicole Nichols 001; Aaron Tuor (CVPR Workshops, 2020)

Machine Learning Algorithms for Active Monitoring of High Performance Computing as a Service (HPCaaS) Cloud Environments. - Gianluca Longoni; Ryan LaMothe; Jeremy Teuton; Mark Greaves; Nicole Nichols 001; William Smith (CoRR, 2020)

Bridging Automated to Autonomous Cyber Defense: Foundational Analysis of Tabular Q-Learning. - Andy Applebaum; Camron Dennler; Patrick Dwyer; Marina Moskowitz; Harold Nguyen; Nicole Nichols 001; Nicole Park; Paul Rachwalski; Frank Rau; Adrian Webster; Melody Wolk (AISec@CCS, 2022)

Beyond CAGE: Investigating Generalization of Learned Autonomous Network Defense Policies. - Melody Wolk; Andy Applebaum; Camron Dennler; Patrick Dwyer; Marina Moskowitz; Harold Nguyen; Nicole Nichols 001; Nicole Park; Paul Rachwalski; Frank Rau; Adrian Webster (CoRR, 2022)