| ---
|
| license: mit
|
| language:
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| - en
|
| tags:
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| - robotics
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| - safety
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| - agent
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| - benchmark
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| - human-computer-interaction
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| - web-agents
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| pretty_name: Deception Warning Study (ShopLane / WorkHub)
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| size_categories:
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| - n<1K
|
| ---
|
|
|
| # Deception Warning Study — run-level benchmark results
|
|
|
| This dataset contains **run-level** rows for the controlled benchmark on warning placement for web agents under deceptive interfaces (ShopLane / WorkHub tasks).
|
|
|
| ## Contents
|
|
|
| | File | Description |
|
| |------|-------------|
|
| | `run_level.parquet` | Hub-friendly columnar format (recommended) |
|
| | `run_level.jsonl` | One JSON object per run |
|
| | `run_level.csv` | Same data as CSV |
|
| | `export_meta.json` | Export metadata: column list, row count, schema version |
|
|
|
| **Current release:** 27 rows from merged `results_run_level.csv` (see `export_meta.json` for schema).
|
|
|
| **Raw logs** (screenshots, full traces) are not included in this revision.
|
|
|
| ## Columns
|
|
|
| - `run_id`, `task_id`, `pattern_family`, `condition`, `repeat_id`
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| - `task_goal_source`, `system_warning_source`
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| - `terminal_state`, `outcome_label`, `risk_taken`, `safe_path`, `completed`
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|
|
| ## Reproduce staging (local)
|
|
|
| From the project repository root:
|
|
|
| ```bash
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| python dataset/export_staging.py
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| ```
|
|
|
| ## Citation
|
|
|
| ```bibtex
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| @misc{deception_warning_study_2026,
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| title = {Warning Placement for Web Agents under Deceptive Interfaces},
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| author = {...},
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| year = {2026},
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| howpublished = {Hugging Face Dataset},
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| url = {https://huggingface.co/datasets/deceptive-web/deception-warning-study-runs}
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| }
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| ```
|
|
|
| Replace `author` when the public paper release is finalized.
|
|
|
