Author

Denis Yarats

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#machine learning Preprint Oct 2026

BrowseSafe++: Benchmarking Prompt Injection Detection Across Web Contexts, Languages, and Browser Views

Browser agents need to make decisions and execute actions on behalf of users while consuming untrusted webpages, creating opportunities for malicious instructions embedded in webpages to redirect legitimate tasks. We introduce BrowseSafe++, which extends BrowseSafe from 14,719 pages to 38,675 pairs of pages. Most of it...

Yue-Tian Chen, Kai-Yuan Zhang, Yun-Tao Du et al. · 0 citations

Review Aug 2026

WANDR: A Benchmark for Wide and Deep Research

WANDR (Wide ANd Deep Research) is a benchmark of 500 realistic, challenging data-collection tasks for research agents that replaces static gold answer sets with task-specific judges that refetch cited pages and verify each record against its evidence, allowing evaluation of current and changing facts.

Vitaliy Polshkov, Marcin Pitera, Jeremy Yang et al. · 1 citation