mirror of https://github.com/CIRCL/lookyloo
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# AdGraph
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## Implementation
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* https://github.com/uiowa-irl/AdGraph
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4000+ lines of patch on Chromium version 69.0.3441.0 (released 25 May 2018)
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## Paper
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* https://umariqbal.com/papers/adgraph-sp2020.pdf
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## Key points for lookyloo
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### Static, node by node
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* features of the node
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* keywords in URL
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* keywords in content
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* length & parameters of the URL
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* On image: OCR (?)
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* Domain => blocklists (ublock)
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* Javascript analysis:
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* eval
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* specific keywords (tracking, ads, fingerprint...)
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* specific JS calls (track mouse, scrolling)
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* Async calls are very often used by ads, recommandation: https://www.iab.com/wp-content/uploads/2017/08/IABNewAdPortfolio_FINAL_2017.pdf
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* /!\ anything obfuscated is just under the radar
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### Dynamic, pased on the tree
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* size
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* position in the tree
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* parent features
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* siblings
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* number and type of children
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# Other ressources
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* Ads standards: https://github.com/InteractiveAdvertisingBureau - https://iabtechlab.com/standards/
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* Standard API for Ads bidding: https://github.com/prebid/
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