https://github.com/csienslab/RAD-domain-analysis

Investigating Advertisers’ Domain-changing Behaviors and Their Impacts on Ad-blocker Filter Lists
https://github.com/csienslab/RAD-domain-analysis

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Investigating Advertisers’ Domain-changing Behaviors and Their Impacts on Ad-blocker Filter Lists

• Host: GitHub
• URL: https://github.com/csienslab/RAD-domain-analysis
• Owner: csienslab
• Created: 2022-01-20T00:21:52.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-08-23T16:18:05.000Z (3 months ago)
• Last Synced: 2024-08-23T18:13:05.355Z (3 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 5.23 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Investigating Advertisers’ Domain-changing Behaviors and Their Impacts on Ad-blocker Filter Lists

Su-Chin Lin, Kai-Hsiang Chou, Yen Chen, Hsu-Chun Hsiao, Darion Cassel, Lujo Bauer, Limin Jia

The Web Conference 2022, (TheWebConf, WWW ’22), April 25–29, 2022, Virtual Event, Lyon, France

- [Full paper (ACM link)](https://dl.acm.org/doi/10.1145/3485447.3512218)

- [Extended full paper](media/extended.pdf)

- [Presentation video (ACM SIGWEB YouTube)](https://www.youtube.com/watch?v=IsRUSjh8xn8)

- [Slide](media/slide.pdf)

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## File Structure

```

RAD-domain-analysis/  

├─ data-collection/  

│  ├─ ad/: ad filter lists generator  

│  ├─ cert/: crt.sh crawler  

│  ├─ crawler/: Wayback Machine crawler  

│  ├─ dns/: DNS records collection  

│  └─ file_sim/: similarity of served files  

├─ media/  

│  └─ extended.pdf: extended version  

├─ analysis.ipynb: the main analysis scripts, containing all results mentioned in Section 3 of the paper  

├─ export-data.ipynb: the scripts for postprocessing and exporting the collected raw data and linking the related domains  

└─ suspected_v5-labeled.csv: the results of manual labeling  

```