Web Bot Detection Evasion Using Deep Reinforcement Learning-Reference-Cited by-同舟云学术

Web Bot Detection Evasion Using Deep Reinforcement Learning

Published:2022-08-23 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 17th International Conference on Availability, Reliability and Security
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Author:

Iliou Christos¹,Kostoulas Theodoros²,Tsikrika Theodora³,Katos Vasilios⁴,Vrochidis Stefanos³,Kompatsiaris Ioannis³

Affiliation:

1. Information Technologies Institute, CERTH, Greece and BU-CERT, Bournemouth University, United Kingdom

2. Department of Information and Communication Systems Engineering, University of the Aegean, Greece

3. Information Technologies Institute, CERTH, Greece

4. BU-CERT, Bournemouth University, United Kingdom

Funder

European Commission

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3538969.3538994

Reference39 articles.

1. Alejandro Acien Aythami Morales Julian Fiérrez Rubén Vera-Rodríguez and Oscar Delgado-Mohatar. 2020. BeCAPTCHA: Bot Detection in Smartphone Interaction using Touchscreen Biometrics and Mobile Sensors. CoRR abs/2005.13655(2020). arxiv:2005.13655https://arxiv.org/abs/2005.13655 Alejandro Acien Aythami Morales Julian Fiérrez Rubén Vera-Rodríguez and Oscar Delgado-Mohatar. 2020. BeCAPTCHA: Bot Detection in Smartphone Interaction using Touchscreen Biometrics and Mobile Sensors. CoRR abs/2005.13655(2020). arxiv:2005.13655https://arxiv.org/abs/2005.13655

2. Akamai. 2021. Akamai’s Bot Manager - Advanced strategies to flexibly manage the long-term business and IT impact of bots. https://www.akamai.com/us/en/multimedia/documents/product-brief/bot-manager-product-brief.pdf Akamai. 2021. Akamai’s Bot Manager - Advanced strategies to flexibly manage the long-term business and IT impact of bots. https://www.akamai.com/us/en/multimedia/documents/product-brief/bot-manager-product-brief.pdf

3. Ismail Akrout Amal Feriani and Mohamed Akrout. 2019. Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR abs/1903.01003(2019). arxiv:1903.01003http://arxiv.org/abs/1903.01003 Ismail Akrout Amal Feriani and Mohamed Akrout. 2019. Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR abs/1903.01003(2019). arxiv:1903.01003http://arxiv.org/abs/1903.01003

4. Web bots detection using Particle Swarm Optimization based clustering

5. Access patterns for robots and humans in web archives

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