Leyla Bilge

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 29

Top Topics

Terrorist Attacks

Browsing Behavior

Dynamic Analysis

Top Venues

USENIX Security Symposium

IEEE Symposium on Security and Privacy

Publications

Silvia Sebastián, Raluca-Georgia Diugan, Juan Caballero, Iskander Sánchez-Rola, Leyla Bilge
Domain and Website Attribution beyond WHOIS. ACSAC (2023)
Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance. CCS (2023)
Michalis Pachilakis, Savino Dambra, Iskander Sánchez-Rola, Leyla Bilge
Quantifying Carbon Emissions due to Online Third-Party Tracking. CoRR (2023)
Platon Kotzias, Kevin Roundy, Michalis Pachilakis, Iskander Sánchez-Rola, Leyla Bilge
Scamdog Millionaire: Detecting E-commerce Scams in the Wild. ACSAC (2023)
Iskander Sánchez-Rola, Leyla Bilge, Davide Balzarotti, Armin Buescher, Petros Efstathopoulos
Rods with Laser Beams: Understanding Browser Fingerprinting on Phishing Pages. USENIX Security Symposium (2023)
Savino Dambra, Yufei Han, Simone Aonzo, Platon Kotzias, Antonino Vitale, Juan Caballero, Davide Balzarotti, Leyla Bilge
Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance. CoRR (2023)
Savino Dambra, Leyla Bilge, Davide Balzarotti
A Comparison of Systemic and Systematic Risks of Malware Encounters in Consumer and Enterprise Environments. ACM Trans. Priv. Secur. 26 (2) (2023)
Savino Dambra, Leyla Bilge, Platon Kotzias, Yun Shen, Juan Caballero
One Size Does not Fit All: Quantifying the Risk of Malicious App Encounters for Different Android User Profiles. CoRR (2023)
Savino Dambra, Leyla Bilge, Platon Kotzias, Yun Shen, Juan Caballero
One Size Does not Fit All: Quantifying the Risk of Malicious App Encounters for Different Android User Profiles. USENIX Security Symposium (2023)
Iskander Sánchez-Rola, Matteo Dell'Amico, Davide Balzarotti, Pierre-Antoine Vervier, Leyla Bilge
Journey to the Center of the Cookie Ecosystem: Unraveling Actors' Roles and Relationships. IEEE Symposium on Security and Privacy (2022)
Savino Dambra, Iskander Sánchez-Rola, Leyla Bilge, Davide Balzarotti
When Sally Met Trackers: Web Tracking From the Users' Perspective. USENIX Security Symposium (2022)
Platon Kotzias, Juan Caballero, Leyla Bilge
How Did That Get In My Phone? Unwanted App Distribution on Android Devices. IEEE Symposium on Security and Privacy (2021)
Erin Avllazagaj, Ziyun Zhu, Leyla Bilge, Davide Balzarotti, Tudor Dumitras
When Malware Changed Its Mind: An Empirical Study of Variable Program Behaviors in the Real World. USENIX Security Symposium (2021)
Gibran Gómez, Platon Kotzias, Matteo Dell'Amico, Leyla Bilge, Juan Caballero
Unsupervised Detection and Clustering of Malicious TLS Flows. CoRR (2021)
Alexander Küchler, Alessandro Mantovani, Yufei Han, Leyla Bilge, Davide Balzarotti
Does Every Second Count? Time-based Evolution of Malware Behavior in Sandboxes. NDSS (2021)
Platon Kotzias, Juan Caballero, Leyla Bilge
How Did That Get In My Phone? Unwanted App Distribution on Android Devices. CoRR (2020)
Savino Dambra, Leyla Bilge, Davide Balzarotti
SoK: Cyber Insurance - Technical Challenges and a System Security Roadmap. IEEE Symposium on Security and Privacy (2020)
Emanuele Cozzi, Pierre-Antoine Vervier, Matteo Dell'Amico, Yun Shen, Leyla Bilge, Davide Balzarotti
The Tangled Genealogy of IoT Malware. ACSAC (2020)
Iskander Sánchez-Rola, Matteo Dell'Amico, Platon Kotzias, Davide Balzarotti, Leyla Bilge, Pierre-Antoine Vervier, Igor Santos
Can I Opt Out Yet?: GDPR and the Global Illusion of Cookie Control. AsiaCCS (2019)
Platon Kotzias, Leyla Bilge, Pierre-Antoine Vervier, Juan Caballero
Mind Your Own Business: A Longitudinal Study of Threats and Vulnerabilities in Enterprises. NDSS (2019)
Yanko Baychev, Leyla Bilge
Spearphishing Malware: Do We Really Know the Unknown? DIMVA (2018)
Matteo Dell'Amico, Leyla Bilge, Ashwin Kumar Kayyoor, Petros Efstathopoulos, Pierre-Antoine Vervier
Lean On Me: Mining Internet Service Dependencies From Large-Scale DNS Data. ACSAC (2017)
Leyla Bilge, Yufei Han, Matteo Dell'Amico
RiskTeller: Predicting the Risk of Cyber Incidents. CCS (2017)
Platon Kotzias, Leyla Bilge, Juan Caballero
Measuring PUP Prevalence and PUP Distribution through Pay-Per-Install Services. USENIX Security Symposium (2016)
Mariano Graziano, Davide Canali, Leyla Bilge, Andrea Lanzi, Davide Balzarotti
Needles in a Haystack: Mining Information from Public Dynamic Analysis Sandboxes for Malware Intelligence. USENIX Security Symposium (2015)
Amin Kharraz, William K. Robertson, Davide Balzarotti, Leyla Bilge, Engin Kirda
Cutting the Gordian Knot: A Look Under the Hood of Ransomware Attacks. DIMVA (2015)
Olivier Thonnard, Leyla Bilge, Anand Kashyap, Martin Lee
Are You at Risk? Profiling Organizations and Individuals Subject to Targeted Attacks. Financial Cryptography (2015)
Bum Jun Kwon, Jayanta Mondal, Jiyong Jang, Leyla Bilge, Tudor Dumitras
The Dropper Effect: Insights into Malware Distribution with Downloader Graph Analytics. CCS (2015)
Antonio Nappa, Richard Johnson, Leyla Bilge, Juan Caballero, Tudor Dumitras
The Attack of the Clones: A Study of the Impact of Shared Code on Vulnerability Patching. IEEE Symposium on Security and Privacy (2015)
Leyla Bilge, Sevil Sen, Davide Balzarotti, Engin Kirda, Christopher Kruegel
Exposure: A Passive DNS Analysis Service to Detect and Report Malicious Domains. ACM Trans. Inf. Syst. Secur. 16 (4) (2014)
Davide Canali, Leyla Bilge, Davide Balzarotti
On the effectiveness of risk prediction based on users browsing behavior. AsiaCCS (2014)
Leyla Bilge, Tudor Dumitras
Investigating Zero-Day Attacks. login Usenix Mag. 38 (4) (2013)
Leyla Bilge, Tudor Dumitras
Before we knew it: an empirical study of zero-day attacks in the real world. CCS (2012)
Leyla Bilge, Davide Balzarotti, William K. Robertson, Engin Kirda, Christopher Kruegel
Disclosure: detecting botnet command and control servers through large-scale NetFlow analysis. ACSAC (2012)
Olivier Thonnard, Leyla Bilge, Gavin O'Gorman, Seán Kiernan, Martin Lee
Industrial Espionage and Targeted Attacks: Understanding the Characteristics of an Escalating Threat. RAID (2012)
Leyla Bilge, Andrea Lanzi, Davide Balzarotti
Thwarting real-time dynamic unpacking. EUROSEC (2011)
Leyla Bilge, Engin Kirda, Christopher Kruegel, Marco Balduzzi
EXPOSURE: Finding Malicious Domains Using Passive DNS Analysis. NDSS (2011)
Manuel Egele, Leyla Bilge, Engin Kirda, Christopher Kruegel
CAPTCHA smuggling: hijacking web browsing sessions to create CAPTCHA farms. SAC (2010)
Kaan Onarlioglu, Leyla Bilge, Andrea Lanzi, Davide Balzarotti, Engin Kirda
G-Free: defeating return-oriented programming through gadget-less binaries. ACSAC (2010)
Leyla Bilge, Thorsten Strufe, Davide Balzarotti, Engin Kirda
All your contacts are belong to us: automated identity theft attacks on social networks. WWW (2009)
Peter Wurzinger, Leyla Bilge, Thorsten Holz, Jan Goebel, Christopher Kruegel, Engin Kirda
Automatically Generating Models for Botnet Detection. ESORICS (2009)