Gabriel Maciá‐Fernández

3.4k total citations · 1 hit paper
41 papers, 2.2k citations indexed

About

Gabriel Maciá‐Fernández is a scholar working on Computer Networks and Communications, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Gabriel Maciá‐Fernández has authored 41 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Computer Networks and Communications, 25 papers in Artificial Intelligence and 13 papers in Signal Processing. Recurrent topics in Gabriel Maciá‐Fernández's work include Network Security and Intrusion Detection (25 papers), Internet Traffic Analysis and Secure E-voting (13 papers) and Anomaly Detection Techniques and Applications (12 papers). Gabriel Maciá‐Fernández is often cited by papers focused on Network Security and Intrusion Detection (25 papers), Internet Traffic Analysis and Secure E-voting (13 papers) and Anomaly Detection Techniques and Applications (12 papers). Gabriel Maciá‐Fernández collaborates with scholars based in Spain, China and United States. Gabriel Maciá‐Fernández's co-authors include Pedro García‐Teodoro, Jesús E. Dı́az-Verdejo, Enrique Vázquez, José Camacho, Rafael A. Rodríguez‐Gómez, Roberto Magán‐Carrión, Roberto Therón, Edoardo Saccenti, Cristina Regueiro and Nestor Michael C. Tiglao and has published in prestigious journals such as IEEE Access, IEEE Communications Magazine and ACM Computing Surveys.

In The Last Decade

Gabriel Maciá‐Fernández

39 papers receiving 2.0k 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.

Anomaly-based network intrusion detection: Techniques, systems and challenges

2008 1.3k citations Pedro García‐Teodoro, Jesús E. Dı́az-Verdejo et al. Computers & Security profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gabriel Maciá‐Fernández Spain	18	1.9k	1.4k	896	336	268	41	2.2k
Pedro García‐Teodoro Spain	19	2.1k 1.1×	1.6k 1.1×	1.1k 1.2×	407 1.2×	241 0.9×	56	2.4k
Jesús E. Dı́az-Verdejo Spain	16	1.9k 1.0×	1.5k 1.1×	923 1.0×	322 1.0×	201 0.8×	51	2.2k
Monowar Bhuyan Sweden	17	1.8k 0.9×	1.4k 1.0×	869 1.0×	311 0.9×	180 0.7×	58	2.0k
Hervé Debar France	20	1.7k 0.9×	1.1k 0.7×	955 1.1×	610 1.8×	149 0.6×	52	2.0k
Mário Lemes Proença Brazil	22	1.5k 0.8×	1.1k 0.8×	631 0.7×	179 0.5×	170 0.6×	78	1.8k
Iman Sharafaldin Canada	6	3.3k 1.7×	2.8k 1.9×	1.8k 2.0×	342 1.0×	262 1.0×	8	3.6k
Enrique Vázquez Spain	5	1.2k 0.6×	910 0.6×	581 0.6×	200 0.6×	135 0.5×	18	1.4k
Cristian Lumezanu United States	17	1.1k 0.6×	1.1k 0.8×	467 0.5×	189 0.6×	195 0.7×	41	1.8k
Animesh Patcha United States	7	1.2k 0.6×	768 0.5×	378 0.4×	156 0.5×	103 0.4×	11	1.5k
Udaya Tupakula Australia	19	1.6k 0.8×	1.0k 0.7×	766 0.9×	453 1.3×	113 0.4×	89	1.9k

Countries citing papers authored by Gabriel Maciá‐Fernández

Since Specialization

Citations

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

Fields of papers citing papers by Gabriel Maciá‐Fernández

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gabriel Maciá‐Fernández. 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 Gabriel Maciá‐Fernández. The network helps show where Gabriel Maciá‐Fernández may publish in the future.

Co-authorship network of co-authors of Gabriel Maciá‐Fernández

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

All Works

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20 of 20 papers shown

Rodríguez‐Gómez, Rafael A., et al.. (2024). HoDiNT: Distributed architecture for collection and analysis of Internet Background Radiation. Computer Networks. 250. 110570–110570. 1 indexed citations

García, Luz, et al.. (2022). Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection. IEEE/ACM Transactions on Networking. 30(3). 1217–1229. 8 indexed citations

Camacho, José, et al.. (2021). ARANAC: A Bring-Your-Own-Permissions Network Access Control Methodology for Android Devices. IEEE Access. 9. 101321–101334. 5 indexed citations

Regueiro, Cristina, et al.. (2021). Enabling Identity for the IoT-as-a-Service Business Model. IEEE Access. 9. 159965–159975. 10 indexed citations

Camacho, José, et al.. (2019). Semi-Supervised Multivariate Statistical Network Monitoring for Learning Security Threats. IEEE Transactions on Information Forensics and Security. 14(8). 2179–2189. 37 indexed citations

Camacho, José, et al.. (2019). Multivariate Big Data Analysis for intrusion detection: 5 steps from the haystack to the needle. Computers & Security. 87. 101603–101603. 24 indexed citations

Camacho, José, et al.. (2019). Group-Wise Principal Component Analysis for Exploratory Intrusion Detection. IEEE Access. 7. 113081–113093. 17 indexed citations

Maciá‐Fernández, Gabriel, et al.. (2018). Fusing information from tickets and alerts to improve the incident resolution process. Information Fusion. 45. 38–52. 5 indexed citations

Maciá‐Fernández, Gabriel, et al.. (2017). UGR’16: Un nuevo conjunto de datos para la evaluación de IDS de red. RiuNet (Politechnical University of Valencia). 71–78. 2 indexed citations

10.

Maciá‐Fernández, Gabriel, José Camacho, Roberto Magán‐Carrión, Pedro García‐Teodoro, & Roberto Therón. (2017). UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs. Computers & Security. 73. 411–424. 131 indexed citations

11.

Maciá‐Fernández, Gabriel, et al.. (2017). Evaluation of diagnosis methods in PCA-based Multivariate Statistical Process Control. Chemometrics and Intelligent Laboratory Systems. 172. 194–210. 32 indexed citations

12.

Maciá‐Fernández, Gabriel, et al.. (2015). A model of data forwarding in MANETs for lightweight detection of malicious packet dropping. Computer Networks. 87. 44–58. 26 indexed citations

13.

Camacho, José, Gabriel Maciá‐Fernández, Jesús E. Dı́az-Verdejo, & Pedro García‐Teodoro. (2014). Tackling the Big Data 4 vs for anomaly detection. 500–505. 32 indexed citations

14.

Rodríguez‐Gómez, Rafael A., Gabriel Maciá‐Fernández, & Pedro García‐Teodoro. (2013). Survey and taxonomy of botnet research through life-cycle. ACM Computing Surveys. 45(4). 1–33. 72 indexed citations

15.

Maciá‐Fernández, Gabriel, Rafael A. Rodríguez‐Gómez, & Jesús E. Dı́az-Verdejo. (2010). Defense techniques for low-rate DoS attacks against application servers. Computer Networks. 54(15). 2711–2727. 41 indexed citations

16.

Maciá‐Fernández, Gabriel, Yong Wang, Rafael A. Rodríguez‐Gómez, & Aleksandar Kuzmanovic. (2010). ISP-Enabled Behavioral Ad Targeting without Deep Packet Inspection. 1–9. 6 indexed citations

17.

Maciá‐Fernández, Gabriel, et al.. (2010). Efficient multimedia transmission in wireless sensor networks. Zenodo (CERN European Organization for Nuclear Research). 8. 1–8. 15 indexed citations

18.

Maciá‐Fernández, Gabriel, Jesús E. Dı́az-Verdejo, & Pedro García‐Teodoro. (2009). Mathematical Model for Low-Rate DoS Attacks Against Application Servers. IEEE Transactions on Information Forensics and Security. 4(3). 519–529. 61 indexed citations

19.

Maciá‐Fernández, Gabriel, Jesús E. Dı́az-Verdejo, & Pedro García‐Teodoro. (2008). Evaluation of a low-rate DoS attack against application servers. Computers & Security. 27(7-8). 335–354. 26 indexed citations

20.

García‐Teodoro, Pedro, Jesús E. Dı́az-Verdejo, Gabriel Maciá‐Fernández, & Enrique Vázquez. (2008). Anomaly-based network intrusion detection: Techniques, systems and challenges. Computers & Security. 28(1-2). 18–28. 1265 indexed citations breakdown →

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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