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Product

Reference

Conference Publication

Hsieh L., Liu H., Guo Y., Gazda R., Quality of Service Optimization in Mobile Edge Computing Networks via Deep Reinforcement Learning, The 15th International Conference on Wireless Algorithms, Systems, and Applications (WASA 2020), September 2020.

Software Release

Bardhan S., Tools to conduct evaluation of Network Anomaly Detection (NAD) systems using synthetic data (both benign and malicious), Code, July 2020.

Standards Contribution

Rose S., Lear E., SBOM Extension for MUD, Internet Engineering Task Force Work in Progress, May 2020.

Journal Publication

Chen M., Hao Y., Gharavi H., C.M._Leung V., Cognitive Information Measurements: A New Perspective, Information Sciences, Volume 505, December 2019, Pages 487-497, December 2019.

Poster

Tian X., Guo Y., La R., Reinforcement Learning with Action Filtering For Optimal Virtual Machine Placement, NIST ITL Science Day 2019, November 2019.

Poster

Wang Z., Guo Y., Neural Networks Based Domain Name Generation, NIST ITL Science Day 2019, November 2019.

Presentation

Guo Y., Wang Z., Toward A Robust Domain Name System (DNS) Using Deep Learning, NIST ITL Science Day Presentation, November 2019.

Conference Publication

Wang Z., Guo Y., Neural Networks Based Domain Name Generation, NeurIPS 2019, August 2019.

Conference Publication

Hsieh L., Liu H., Guo Y., Gazda R., A Machine Learning-Based Task Assignment Framework for Cooperative Mobile Edge Computing, IEEE INFOCOM 2020, August 2019.

Conference Publication

Mai V., Battou A., Asynchronous Distributed Matrix Balancing and Application to Suppressing Epidemic, 2019 American Control Conference (ACC), July 2019, July 2019.

NIST Publication

Bardhan S., Montgomery D., Filliben J., Heckert A., A General Methodology for deriving Network Propagation Models of Computer Worms, Technical Note (NIST TN) - 2035, February 2019.

Presentation

Mai V., Battou A., Mills K., Distributed Algorithm for Suppressing Epidemic Spread in Networks, 2018 IEEE Conference on Decision and Control (CDC), December 2018.

Journal Publication

Huang J., Chang Z., Wang C., Qian Y., Gharavi H., Li Z., Enabling Technologies for smart internet of Things, Volume: 56, Issue: 9, September 2018.

Journal Publication

Mai V., Battou A., Mills K., Distributed Algorithm for Suppressing Epidemic Spread in Networks, IEEE Control Systems Letters, vol. 2, no. 3, pp. 555-560, June 2018.

Conference Publication

Mills K., Jia A., Filliben J., Forsyth R., Data-Driven Synthesis of Network Flow Records, not applicable, October 2016.

Created April 5, 2020, Updated September 9, 2020