Fingerprinting the fingerprinters: Learning to detect browser fingerprinting behaviors

U Iqbal, S Englehardt, Z Shafiq - 2021 IEEE Symposium on …, 2021 - ieeexplore.ieee.org
… of browser fingerprinting on top-100K websites. We find that browser fingerprinting is now
… 10% of the top-100K websites and over a quarter of the top-10K websites. We also discover …

Unveiling web fingerprinting in the wild via code mining and machine learning

V Rizzo, S Traverso, M Mellia - Proceedings on Privacy …, 2021 - petsymposium.org
… tend to underestimate the actual usage of fingerprinting in the web, and in Section 6 we …
observe Princeton’s heuristics and FPDetective can spot only 27% and 16% of overall 1223 …

Traffic-Based Automatic Detection of Browser Fingerprinting

R Zhao, E Chow, C Li - Security and Privacy in Communication Networks …, 2019 - Springer
FPDetective was evaluated on Alexa top million websites and it successfully identified 16
new fingerprinting scripts and flash objects. Different from FPDetective, our framework is non-…

Fp-radar: Longitudinal measurement and early detection of browser fingerprinting

PN Bahrami, U Iqbal, Z Shafiq - arXiv preprint arXiv:2112.01662, 2021 - arxiv.org
… To assist with FP-RADAR’s goal of early detection of web API abuse for browser
fingerprinting, we attempt to predict API co-occurrence in the future. To this end, we leverage the …

Fp-crawlers: studying the resilience of browser fingerprinting to block crawlers

A Vastel, W Rudametkin, R Rouvoy… - … Defenses for the Web, 2020 - inria.hal.science
fingerprint, we show that websites with fingerprinting are better and faster at detecting crawlers
compared to websites … Nevertheless, while 29.5% of the evaluated websites are able to …

[PDF][PDF] FPFlow: detect and prevent browser fingerprinting with dynamic taint analysis

T Li, X Zheng, K Shen, X Han - China Cyber Security Annual …, 2021 - library.oapen.org
… study on TRANCO top 10000 websites, a more reliable … 6661 websites transmitted
fingerprinting attributes. We further analyzed the fingerprinting attributes used in real-world websites

Essentialfp: Exposing the essence of browser fingerprinting

A Sjösten, D Hedin, A Sabelfeld - 2021 IEEE European …, 2021 - ieeexplore.ieee.org
… This pattern enables us to clearly distinguish fingerprinting from similar types of scripts like …
fingerprinting on the web by evaluating it on two categories of web pages: one where the web

[PDF][PDF] Automatic Detection of Device Fingerprinting

XR Aguilar - esat.kuleuven.be
… -based fingerprinting, FPdetective uses all traffic directed through an intercepting proxy that
logs all the HTTP(S) of data sent and received between the browser and the web server. The …

Fingerprint surface-based detection of web bot detectors

H Jonker, B Krumnow, G Vlot - … 24th European Symposium on Research in …, 2019 - Springer
… a generic approach to detect web bot detection: we identify what part of the browser fingerprint
of a web bot uniquely identifies it as a web bot by contrasting its fingerprint with those of …

[HTML][HTML] Toward the flow-centric detection of browser fingerprinting

R Zhao - Computers & Security, 2024 - Elsevier
… technique employed by websites for advertising and … fingerprinting behavior as the aggregation
of different types of browser attributes, and reduce the detection of browser fingerprinting