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NDSS 2025 – YuraScanner: Leveraging LLMs For Task-driven Web App Scanning4+

7 November 2025 at 11:00

SESSION
Session 2B: Web Security

Authors, Creators & Presenters: Aleksei Stafeev (CISPA Helmholtz Center for Information Security), Tim Recktenwald (CISPA Helmholtz Center for Information Security), Gianluca De Stefano (CISPA Helmholtz Center for Information Security), Soheil Khodayari (CISPA Helmholtz Center for Information Security), Glancarlo Pellegrino (CISPA Helmholtz Center for Information Security)

PAPER
YuraScanner: Leveraging LLMs for Task-driven Web App Scanning
Web application scanners are popular and effective black-box testing tools, automating the detection of vulnerabilities by exploring and interacting with user interfaces. Despite their effectiveness, these scanners struggle with discovering deeper states in modern web applications due to their limited understanding of workflows. This study addresses this limitation by introducing YuraScanner, a task-driven web application scanner that leverages large-language models (LLMs) to autonomously execute tasks and workflows.
YuraScanner operates as a goal-based agent, suggesting actions to achieve predefined objectives by processing webpages to extract semantic information. Unlike traditional methods that rely on user-provided traces, YuraScanner uses LLMs to bridge the semantic gap, making it web application-agnostic. Using the XSS engine of Black Widow, YuraScanner tests discovered input points for vulnerabilities, enhancing the scanning process's comprehensiveness and accuracy.
We evaluated YuraScanner on 20 diverse web applications, focusing on task extraction, execution accuracy, and vulnerability detection. The results
demonstrate YuraScanner's superiority in discovering new attack surfaces and deeper states, significantly improving vulnerability detection. Notably,
YuraScanner identified 12 unique zero-day XSS vulnerabilities, compared to three by Black Widow. This study highlights YuraScanner's potential to
revolutionize web application scanning with its automated, task-driven approach.

Our thanks to the Network and Distributed System Security (NDSS) Symposium for publishing their Creators, Authors and Presenter’s superb NDSS Symposium 2025 Conference content on the organization’s’ YouTube channel.

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NDSS 2025 – – The (Un)usual Suspects – Studying Reasons For Lacking Updates In WordPress

6 November 2025 at 11:00

SESSION
Session 2B: Web Security

Authors, Creators & Presenters: Maria Hellenthal (CISPA Helmholtz Center for Information Security), Lena Gotsche (CISPA Helmholtz Center for Information Security), Rafael Mrowczynski (CISPA Helmholtz Center for Information Security), Sarah Kugel (Saarland University), Michael Schilling (CISPA Helmholtz Center for Information Security), Ben Stock (CISPA Helmholtz Center for Information Security)

PAPER
The (Un)usual Suspects -- Studying Reasons for Lacking Updates in WordPress
The widespread use of Content Management Systems (CMS) like WordPress has made these systems attractive targets for adversaries, with the vulnerabilities in the code posing serious risks. Despite being the most effective way to reduce these risks, more than half of all CMS installations lack the latest security patches. Researchers have tried to notify website operators about vulnerabilities using vulnerability notifications, which often exhibit limited impact. In this paper, we use the Grounded Theory approach to investigate the reasons why website owners do not update their CMS. To gain a holistic view on lacking update behavior, we interviewed website owners with outdated WordPress-based systems as well as individuals involved in website creation and hosting. On the one hand, we could confirm issues known from other ecosystems, such as lack of risk awareness, perceived risks of updates, and update costs, as factors for lacking CMS updates. More importantly, our study identified factors that have not been explicitly addressed in the general updating behaviour and vulnerability notification literature: (1) the subjective value of a website to its owner and (2) the delegation of website operations, which influence updating behavior far more decisively. Furthermore, we showed that website owners perceive a potential compromise of their CMS only as a risk to themselves and not as a threat to the wider online community. These findings that we present as four non-update scenarios may partly explain the limited success of previous efforts to notify operators about vulnerabilities in their systems. Our study not only offers valuable insights for future research, testing the effectiveness of vulnerability notifications and studying updating behavior in general, but it also proposes practical suggestions on how to reduce the number of outdated systems on the web.Our thanks to the Network and Distributed System Security (NDSS) Symposium for publishing their Creators, Authors and Presenter’s superb NDSS Symposium 2025 Conference content on the organization’s’ YouTube channel.

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The post NDSS 2025 – – The (Un)usual Suspects – Studying Reasons For Lacking Updates In WordPress appeared first on Security Boulevard.

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