Blaine Nelson

2.7k total citations · 2 hit papers
9 papers, 1.4k citations indexed

About

Blaine Nelson is a scholar working on Computer Networks and Communications, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Blaine Nelson has authored 9 papers receiving a total of 1.4k indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Computer Networks and Communications, 8 papers in Artificial Intelligence and 4 papers in Signal Processing. Recurrent topics in Blaine Nelson's work include Network Security and Intrusion Detection (7 papers), Adversarial Robustness in Machine Learning (3 papers) and Anomaly Detection Techniques and Applications (3 papers). Blaine Nelson is often cited by papers focused on Network Security and Intrusion Detection (7 papers), Adversarial Robustness in Machine Learning (3 papers) and Anomaly Detection Techniques and Applications (3 papers). Blaine Nelson collaborates with scholars based in United States. Blaine Nelson's co-authors include Anthony D. Joseph, J. D. Tygar, Marco Barreno, Russell Sears, Benjamin I. P. Rubinstein, Shing-hon Lau, Ling Huang, Satish Rao, Nina Taft and Kai Xia and has published in prestigious journals such as Machine Learning, ACM SIGMETRICS Performance Evaluation Review and Edinburgh Research Explorer.

In The Last Decade

Blaine Nelson

9 papers receiving 1.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Can machine learning be secure?

2006 481 citations Marco Barreno, Blaine Nelson et al. profile →
The security of machine learning

2010 459 citations Marco Barreno, Blaine Nelson et al. Machine Learning profile →

Peers

Countries citing papers authored by Blaine Nelson

Since Specialization

Citations

This map shows the geographic impact of Blaine Nelson's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Blaine Nelson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Blaine Nelson more than expected).

Fields of papers citing papers by Blaine Nelson

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Blaine Nelson. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Blaine Nelson. The network helps show where Blaine Nelson may publish in the future.

Co-authorship network of co-authors of Blaine Nelson

This figure shows the co-authorship network connecting the top 25 collaborators of Blaine Nelson. A scholar is included among the top collaborators of Blaine Nelson based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Blaine Nelson. Blaine Nelson is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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9 of 9 papers shown

#	Work	Indexed citations
1	Behavior of machine learning algorithms in adversarial environments 2010 ·Anthony D. Joseph, Blaine Nelson	14
2	The security of machine learning breakdown → 2010 ·Machine Learning ·Marco Barreno, Blaine Nelson, Anthony D. Joseph, J. D. Tygar	459
3	ANTIDOTE 2009 ·Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Satish Rao, Nina Taft, J. D. Tygar	189
4	Stealthy poisoning attacks on PCA-based anomaly detectors 2009 ·ACM SIGMETRICS Performance Evaluation Review ·Benjamin I. P. Rubinstein, Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Satish Rao, Nina Taft, J. D. Tygar	27
5	CircuitTSAT: a solver for large instances of the disjunctive temporal problem 2008 ·International Conference on Automated Planning and Scheduling ·Blaine Nelson, T. K. Satish Kumar	3
6	Exploiting machine learning to subvert your spam filter 2008 ·Edinburgh Research Explorer ·Blaine Nelson, Marco Barreno, (unknown), Anthony D. Joseph, Benjamin I. P. Rubinstein, (unknown), Charles Sutton, J. D. Tygar, Kai Xia	173
7	Open problems in the security of learning 2008 ·Marco Barreno, Peter L. Bartlett, (unknown), Anthony D. Joseph, Blaine Nelson, Benjamin I. P. Rubinstein, (unknown), J. D. Tygar	23
8	Revisiting probabilistic models for clustering with pair-wise constraints 2007 ·Blaine Nelson, Ira L. Cohen	11
9	Can machine learning be secure? breakdown → 2006 ·Marco Barreno, Blaine Nelson, Russell Sears, Anthony D. Joseph, J. D. Tygar	481

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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