Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers

15 April 2020

Lingling Fan

Yang Liu

Papers citing "Advanced Evasion Attacks and Mitigations on Practical ML-Based Phishing Website Classifiers"

21 / 21 papers shown

Title
Verification of Bit-Flip Attacks against Quantized Neural Networks Yedi Zhang Lei Huang Pengfei Gao Fu Song Jun Sun Jin Song Dong AAML 44 0 0 22 Feb 2025
Exploring the Efficacy of Federated-Continual Learning Nodes with Attention-Based Classifier for Robust Web Phishing Detection: An Empirical Investigation Jesher Joshua M Adhithya R Sree Dananjay S M. Revathi FedML 19 2 0 06 May 2024
"Are Adversarial Phishing Webpages a Threat in Reality?" Understanding the Users' Perception of Adversarial Webpages Ying Yuan Qingying Hao Giovanni Apruzzese Mauro Conti Gang Wang AAML 37 5 0 03 Apr 2024
Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors Biagio Montaruli Luca Demetrio Maura Pintor Luca Compagna Davide Balzarotti Battista Biggio AAML 24 5 0 04 Oct 2023
An Automata-Theoretic Approach to Synthesizing Binarized Neural Networks Ye Tao Wanwei Liu Fu Song Zhen Liang J. Wang Hongxu Zhu 21 1 0 29 Jul 2023
Generating Phishing Attacks using ChatGPT S. Roy Krishna Vamsi Naragam Shirin Nilizadeh 26 34 0 09 May 2023
QVIP: An ILP-based Formal Verification Approach for Quantized Neural Networks Yedi Zhang Zhe Zhao Fu Song M. Zhang Tao Chen Jun Sun 22 17 0 10 Dec 2022
QEBVerif: Quantization Error Bound Verification of Neural Networks Yedi Zhang Fu Song Jun Sun MQ 18 11 0 06 Dec 2022
A Large-Scale Analysis of Phishing Websites Hosted on Free Web Hosting Domains S. Roy Unique Karanjit Shirin Nilizadeh 25 7 0 05 Dec 2022
Multi-SpacePhish: Extending the Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning Ying Yuan Giovanni Apruzzese Mauro Conti AAML 19 19 0 24 Oct 2022
PhishClone: Measuring the Efficacy of Cloning Evasion Attacks Arthur C. S. Wong A. Abuadbba Mahathir Almashor S. Kanhere 9 1 0 04 Sep 2022
AS2T: Arbitrary Source-To-Target Adversarial Attack on Speaker Recognition Systems Guangke Chen Zhe Zhao Fu Song Sen Chen Lingling Fan Yang Liu AAML 25 18 0 07 Jun 2022
Towards Web Phishing Detection Limitations and Mitigation A. Abuadbba Shuo Wang Mahathir Almashor Muhammed Ejaz Ahmed R. Gaire S. Çamtepe Surya Nepal 9 11 0 03 Apr 2022
Feature Importance Guided Attack: A Model Agnostic Adversarial Attack Gilad Gressel Niranjan Hegde A. Sreekumar Rishikumar Radhakrishnan Kalyani Harikumar Michael C. Darling Krishnashree Achuthan AAML 51 16 0 28 Jun 2021
Attack as Defense: Characterizing Adversarial Examples using Robustness Zhe Zhao Guangke Chen Jingyi Wang Yiwei Yang Fu Song Jun Sun AAML 28 31 0 13 Mar 2021
Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels Wenjie Wan Zhaodi Zhang Yiwei Zhu Min Zhang Fu Song AAML 6 8 0 16 Jul 2020
Reliability and Robustness analysis of Machine Learning based Phishing URL Detectors Bushra Sabir Muhammad Ali Babar R. Gaire A. Abuadbba AAML 22 10 0 18 May 2020
Why an Android App is Classified as Malware? Towards Malware Classification Interpretation Bozhi Wu Sen Chen Cuiyun Gao Lingling Fan Yang Liu W. Wen Michael R. Lyu 26 54 0 24 Apr 2020
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey Olakunle Ibitoye Rana Abou-Khamis Mohamed el Shehaby Ashraf Matrawy M. O. Shafiq AAML 24 68 0 06 Nov 2019
Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems Guangke Chen Sen Chen Lingling Fan Xiaoning Du Zhe Zhao Fu Song Yang Liu AAML 4 193 0 03 Nov 2019
Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain Lei Bu Yuchao Duan Fu Song Zhe Zhao AAML 18 18 0 19 May 2019