Natalija Vlajic

1.1k total citations
56 papers, 692 citations indexed

About

Natalija Vlajic is a scholar working on Computer Networks and Communications, Signal Processing and Artificial Intelligence. According to data from OpenAlex, Natalija Vlajic has authored 56 papers receiving a total of 692 indexed citations (citations by other indexed papers that have themselves been cited), including 43 papers in Computer Networks and Communications, 25 papers in Signal Processing and 23 papers in Artificial Intelligence. Recurrent topics in Natalija Vlajic's work include Network Security and Intrusion Detection (24 papers), Advanced Malware Detection Techniques (24 papers) and Internet Traffic Analysis and Secure E-voting (9 papers). Natalija Vlajic is often cited by papers focused on Network Security and Intrusion Detection (24 papers), Advanced Malware Detection Techniques (24 papers) and Internet Traffic Analysis and Secure E-voting (9 papers). Natalija Vlajic collaborates with scholars based in Canada, United States and Ireland. Natalija Vlajic's co-authors include Aijun An, H.C. Card, Charalambos D. Charalambous, Dimitrios Makrakis, Derek Doran, Marin Litoiu, Uyen Trang Nguyen, Ivo Maljević, Marguerite Barry and Yunpeng Yang and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and Computer.

In The Last Decade

Natalija Vlajic

48 papers receiving 653 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Natalija Vlajic Canada 14 531 218 180 161 156 56 692
Mohamed A. Sharaf United States 14 537 1.0× 140 0.6× 198 1.1× 156 1.0× 99 0.6× 62 682
Manish Karir United States 10 683 1.3× 328 1.5× 224 1.2× 185 1.1× 125 0.8× 18 770
Leonardo B. Oliveira Brazil 13 409 0.8× 144 0.7× 66 0.4× 124 0.8× 80 0.5× 36 573
Matthias Wählisch Germany 17 930 1.8× 239 1.1× 141 0.8× 126 0.8× 289 1.9× 150 1.1k
Randy Marchany United States 13 624 1.2× 169 0.8× 225 1.3× 141 0.9× 161 1.0× 55 736
Weizhong Qiang China 12 361 0.7× 233 1.1× 133 0.7× 246 1.5× 56 0.4× 63 606
Helena Rifà-Pous Spain 13 329 0.6× 249 1.1× 73 0.4× 102 0.6× 107 0.7× 42 539
Salmin Sultana United States 14 362 0.7× 162 0.7× 108 0.6× 215 1.3× 74 0.5× 23 580
Seo Yeon Moon South Korea 8 363 0.7× 217 1.0× 253 1.4× 285 1.8× 75 0.5× 10 633

Countries citing papers authored by Natalija Vlajic

Since Specialization
Citations

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

Fields of papers citing papers by Natalija Vlajic

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Natalija Vlajic

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

All Works

20 of 20 papers shown
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Vlajic, Natalija, et al.. (2023). ReMouse Dataset: On the Efficacy of Measuring the Similarity of Human-Generated Trajectories for the Detection of Session-Replay Bots. SHILAP Revista de lepidopterología. 3(1). 95–117. 4 indexed citations
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Vlajic, Natalija, et al.. (2021). Click Fraud in Digital Advertising: A Comprehensive Survey. Computers. 10(12). 164–164. 8 indexed citations
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Vlajic, Natalija, et al.. (2021). Ads and Fraud: A Comprehensive Survey of Fraud in Online Advertising. SHILAP Revista de lepidopterología. 1(4). 804–832. 4 indexed citations
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Vlajic, Natalija, et al.. (2019). IP Spoofing In and Out of the Public Cloud: From Policy to Practice. Computers. 8(4). 81–81. 5 indexed citations
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Vlajic, Natalija, et al.. (2018). Robustness of deep autoencoder in intrusion detection under adversarial contamination. 1–8. 25 indexed citations
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Vlajic, Natalija, et al.. (2018). IoT Cameras and DVRs as DDoS Reflectors: Pros and Cons from Hacker’s Perspective. 181–187. 3 indexed citations
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Vlajic, Natalija, et al.. (2018). IoT as a Land of Opportunity for DDoS Hackers. Computer. 51(7). 26–34. 79 indexed citations
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Vlajic, Natalija, et al.. (2016). Towards sequencing malicious system calls. 376–377. 5 indexed citations
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Vlajic, Natalija, et al.. (2015). Next Generation of Impersonator Bots: Mimicking Human Browsing on Previously Unvisited Sites. 446. 356–361. 3 indexed citations
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Vlajic, Natalija, et al.. (2012). Dirt Jumper: A key player in today's botnet-for-DDoS market. 239–244. 6 indexed citations
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Vlajic, Natalija, et al.. (2012). Smart crawlers for flash-crowd DDoS: The attacker's perspective. 37–44. 4 indexed citations
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Vlajic, Natalija, Charalambos D. Charalambous, & Dimitrios Makrakis. (2004). Wireless data broadcast in systems of hierarchical cellular organization. 3. 1863–1869. 2 indexed citations
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Vlajic, Natalija & H.C. Card. (2003). An adaptive neural network approach to hypertext clustering. 6. 3722–3726. 5 indexed citations
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Vlajic, Natalija & H.C. Card. (2001). Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering. IEEE Transactions on Neural Networks. 12(5). 1147–1162. 15 indexed citations

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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