David J. Miller
Sandia National Laboratories(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Neural Networks and Applications, Advanced Data Compression Techniques, Network Security and Intrusion Detection
Most-Cited Works
- → The eXpress data path(2018)290 cited
- A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled Data(1996)
- → Adversarial Learning Targeting Deep Neural Network Classification: A Comprehensive Review of Defenses Against Attacks(2020)233 cited
- → Backdoor Embedding in Convolutional Neural Network Models via Invisible Perturbation(2020)180 cited
- → The SIMNET virtual world architecture(2002)168 cited
- Content-driven detection of cyberbullying on the instagram social network(2016)
- → A mixture model and EM-based algorithm for class discovery, robust classification, and outlier rejection in mixed labeled/unlabeled data sets(2003)112 cited
- → Joint source-channel decoding for variable-length encoded data by exact and approximate MAP sequence estimation