Edward Raff
University of Maryland, Baltimore County(US)
Publications by Year
Research Areas
Advanced Malware Detection Techniques, Anomaly Detection Techniques and Applications, Network Security and Intrusion Detection, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Crosslingual Generalization through Multitask Finetuning(2023)311 cited
- → VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance(2022)252 cited
- → An investigation of byte n-gram features for malware classification(2016)159 cited
- → Barrage of Random Transforms for Adversarially Robust Defense(2019)151 cited
- → Learning the PE Header, Malware Detection with Minimal Domain Knowledge(2017)126 cited
- → An Alternative to NCD for Large Sequences, Lempel-Ziv Jaccard Distance(2017)69 cited
- → A Step Toward Quantifying Independently Reproducible Machine Learning\n Research(2019)64 cited
- → Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs(2020)62 cited
- → Malware Detection by Eating a Whole EXE(2017)60 cited