Leyla Bilge

4.1k total citations · 3 hit papers
30 papers, 2.2k citations indexed

About

Leyla Bilge is a scholar working on Information Systems, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Leyla Bilge has authored 30 papers receiving a total of 2.2k indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Information Systems, 22 papers in Computer Networks and Communications and 21 papers in Signal Processing. Recurrent topics in Leyla Bilge's work include Network Security and Intrusion Detection (21 papers), Advanced Malware Detection Techniques (21 papers) and Spam and Phishing Detection (13 papers). Leyla Bilge is often cited by papers focused on Network Security and Intrusion Detection (21 papers), Advanced Malware Detection Techniques (21 papers) and Spam and Phishing Detection (13 papers). Leyla Bilge collaborates with scholars based in United States, France and Spain. Leyla Bilge's co-authors include Davide Balzarotti, Tudor Dumitraş, Engin Kirda, Thorsten Strufe, Christopher Kruegel, Matteo Dell’Amico, Sevil Şen, Andrea Lanzi, Juan Caballero and William Robertson and has published in prestigious journals such as Lecture notes in computer science, ACM Transactions on Information and System Security and Security and Communication Networks.

In The Last Decade

Leyla Bilge

30 papers receiving 2.1k 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.

Before we knew it

2012 369 citations Leyla Bilge, Tudor Dumitraş profile →
All your contacts are belong to us

2009 354 citations Leyla Bilge, Thorsten Strufe et al. profile →
EXPOSURE : Finding malicious domains using passive DNS analysis

2011 333 citations Leyla Bilge Graduate School and Research Center in Digital Science (EURECOM) profile →

Peers

Countries citing papers authored by Leyla Bilge

Since Specialization

Citations

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

Fields of papers citing papers by Leyla Bilge

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Leyla Bilge

This figure shows the co-authorship network connecting the top 25 collaborators of Leyla Bilge. A scholar is included among the top collaborators of Leyla Bilge 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 Leyla Bilge. Leyla Bilge 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

#	Work	Indexed citations
1	Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance 2023 ·SPIRE - Sciences Po Institutional REpository ·(unknown), (unknown), (unknown), Platon Kotzias, (unknown), Juan Caballero, Davide Balzarotti, Leyla Bilge	14
2	Unsupervised Detection and Clustering of Malicious TLS Flows 2023 ·Security and Communication Networks ·(unknown), Platon Kotzias, Matteo Dell’Amico, Leyla Bilge, Juan Caballero	4
3	Domain and Website Attribution beyond WHOIS 2023 ·Annual Computer Security Applications Conference ·(unknown), (unknown), Juan Caballero, (unknown), Leyla Bilge	3
4	Journey to the Center of the Cookie Ecosystem: Unraveling Actors' Roles and Relationships 2021 ·CINECA IRIS Institutial Research Information System (University of Genoa) ·(unknown), Matteo Dell’Amico, Davide Balzarotti, Pierre‐Antoine Vervier, Leyla Bilge	12
5	When Malware Changed Its Mind An Empirical Study of Variable Program Behaviors in the Real World 2021 ·HAL (Le Centre pour la Communication Scientifique Directe) ·(unknown), Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitraş	7
6	Mind Your Own Business: A Longitudinal Study of Threats and Vulnerabilities in Enterprises 2019 ·Platon Kotzias, Leyla Bilge, Pierre‐Antoine Vervier, Juan Caballero	24
7	Can I Opt Out Yet? 2019 ·CINECA IRIS Institutial Research Information System (University of Genoa) ·(unknown), Matteo Dell’Amico, Platon Kotzias, Davide Balzarotti, Leyla Bilge, Pierre‐Antoine Vervier, Igor Santos	96
8	Lean On Me 2017 ·CINECA IRIS Institutial Research Information System (University of Genoa) ·Matteo Dell’Amico, Leyla Bilge, (unknown), Petros Efstathopoulos, Pierre‐Antoine Vervier	12
9	Needles in a haystack: mining information from public dynamic analysis sandboxes for malware intelligence 2015 ·Graduate School and Research Center in Digital Science (EURECOM) ·Mariano Graziano, Davide Canali, Leyla Bilge, Andrea Lanzi, Davide Balzarotti	44
10	The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching 2015 ·Antonio Nappa, (unknown), Leyla Bilge, Juan Caballero, Tudor Dumitraş	97
11	The Dropper Effect 2015 ·(unknown), Jayanta Mondal, Jiyong Jang, Leyla Bilge, Tudor Dumitraş	71
12	Exposure 2014 ·ACM Transactions on Information and System Security ·Leyla Bilge, Sevil Şen, Davide Balzarotti, Engin Kirda, Christopher Kruegel	203
13	On the effectiveness of risk prediction based on users browsing behavior 2014 ·Davide Canali, Leyla Bilge, Davide Balzarotti	39
14	Investigating zero-day attacks 2013 ·Leyla Bilge, Tudor Dumitraş	5
15	Disclosure 2012 ·Leyla Bilge, Davide Balzarotti, William Robertson, Engin Kirda, Christopher Kruegel	182
16	EXPOSURE : Finding malicious domains using passive DNS analysis breakdown → 2011 ·Graduate School and Research Center in Digital Science (EURECOM) ·Leyla Bilge	333
17	Network-based botnet detection 2011 ·Graduate School and Research Center in Digital Science (EURECOM) ·Leyla Bilge	2
18	G-Free 2010 ·Bilkent University Institutional Repository (Bilkent University) ·Kaan Onarlıoğlu, Leyla Bilge, Andrea Lanzi, Davide Balzarotti, Engin Kirda	146
19	CAPTCHA smuggling 2010 ·Manuel Egele, Leyla Bilge, Engin Kirda, Christopher Kruegel	18
20	All your contacts are belong to us breakdown → 2009 ·Leyla Bilge, Thorsten Strufe, Davide Balzarotti, Engin Kirda	354

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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