WebSP-Eval: Evaluating Web Agents on Website Security and Privacy Tasks
Web agents automate browser tasks, ranging from simple form completion to complex workflows like ordering groceries. While current benchmarks evaluate general-purpose performance~(e.g., WebArena) or safety against malicious actions~(e.g., SafeArena), no existing framework assesses an agent's ability to successfully execute user-facing website security and privacy tasks, such as managing cookie preferences, configuring privacy-sensitive account settings, or revoking inactive sessions. To address this gap, we introduce WebSP-Eval, an evaluation framework for measuring web agent performance on website security and privacy tasks. WebSP-Eval comprises 1) a manually crafted task dataset of 200 ...
| Authors | Guruprasad Viswanathan Ramesh, Asmit Nayak, Basieem Siddique et al. |
|---|---|
| Primary category | cs.CR |
| Published | 7 April 2026 |
| Last updated at source | 16 June 2026 |
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