Carsten Willems

30 total papers · 2.8k total citations
13 papers, 1.3k citations indexed

About

Carsten Willems is a scholar working on Signal Processing, Artificial Intelligence and Computer Networks and Communications. According to data from OpenAlex, Carsten Willems has authored 13 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Signal Processing, 8 papers in Artificial Intelligence and 6 papers in Computer Networks and Communications. Recurrent topics in Carsten Willems's work include Advanced Malware Detection Techniques (11 papers), Security and Verification in Computing (6 papers) and Network Security and Intrusion Detection (6 papers). Carsten Willems is often cited by papers focused on Advanced Malware Detection Techniques (11 papers), Security and Verification in Computing (6 papers) and Network Security and Intrusion Detection (6 papers). Carsten Willems collaborates with scholars based in Germany, United States and Austria. Carsten Willems's co-authors include Thorsten Holz, Felix Freiling, Philipp Trinius, Konrad Rieck, Ralf Hund, Christof Paar, Amit Vasudevan, J. Dudeck, Jan Göbel and Michael Spreitzenbarth and has published in prestigious journals such as ACM Transactions on Information and System Security, IEEE Security & Privacy and Journal of Computer Security.

In The Last Decade

Carsten Willems

13 papers receiving 1.2k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

Toward Automated Dynamic Malware Analysis Using CWSandbox

2007 478 citations Carsten Willems, Thorsten Holz et al. IEEE Security & Privacy profile →
Automatic analysis of malware behavior using machine learning

2011 434 citations Konrad Rieck, Philipp Trinius et al. Journal of Computer Security profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Carsten Willems	1.1k	932	565	557	208	13	1.3k
Andrea Lanzi	1.1k 1.0×	803 0.9×	862 1.5×	581 1.0×	196 0.9×	35	1.4k
Michael Grace	1.5k 1.4×	781 0.8×	645 1.1×	862 1.5×	659 3.2×	20	1.7k
Martina Lindorfer	861 0.8×	657 0.7×	576 1.0×	479 0.9×	276 1.3×	39	1.2k
Antonio Bianchi	895 0.8×	438 0.5×	505 0.9×	571 1.0×	383 1.8×	45	1.1k
Perry Wagle	1.0k 1.0×	796 0.9×	1.2k 2.2×	463 0.8×	180 0.9×	9	1.6k
Alexandra Dmitrienko	1.3k 1.2×	577 0.6×	1.2k 2.2×	643 1.2×	178 0.9×	45	1.7k
Dinakar Dhurjati	569 0.5×	604 0.6×	889 1.6×	349 0.6×	230 1.1×	21	1.2k
Georgios Portokalidis	1.2k 1.1×	914 1.0×	1.2k 2.1×	523 0.9×	163 0.8×	48	1.7k
Danilo Bruschi	441 0.4×	873 0.9×	455 0.8×	242 0.4×	185 0.9×	54	1.3k
Kai Engelhardt	372 0.3×	495 0.5×	1.1k 1.9×	298 0.5×	184 0.9×	22	1.4k

Countries citing papers authored by Carsten Willems

Since Specialization

Citations

This map shows the geographic impact of Carsten Willems'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 Carsten Willems with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Carsten Willems more than expected).

Fields of papers citing papers by Carsten Willems

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Carsten Willems. 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 Carsten Willems. The network helps show where Carsten Willems may publish in the future.

Co-authorship network of co-authors of Carsten Willems

This figure shows the co-authorship network connecting the top 25 collaborators of Carsten Willems. A scholar is included among the top collaborators of Carsten Willems 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 Carsten Willems. Carsten Willems is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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