Feature Importance Guided Attack: A Model Agnostic Adversarial Attack

Feature Importance Guided Attack: A Model Agnostic Adversarial Attack

28 June 2021

Rishikumar Radhakrishnan

Kalyani Harikumar

Michael C. Darling

Krishnashree Achuthan

Papers citing "Feature Importance Guided Attack: A Model Agnostic Adversarial Attack"

10 / 10 papers shown

Title
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation Qianli Wang Nils Feldhus Simon Ostermann Luis Felipe Villa-Arenas Sebastian Möller Vera Schmitt AAML 34 0 0 01 Jan 2025
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto Salah Ghamizi Maxime Cordy AAML OOD 36 2 0 02 Jun 2024
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines Chaokun Chang Eric Lo Chunxiao Ye 21 2 0 18 May 2024
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception Vidit Khazanchi Pavan Kulkarni Yuvaraj Govindarajulu Manojkumar Somabhai Parmar AAML 29 0 0 24 Apr 2024
Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data Bart Pleiter Behrad Tajalli Stefanos Koffas Gorka Abad Jing Xu Martha Larson S. Picek LMTD AAML 35 1 0 13 Nov 2023
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
Multi-SpacePhish: Extending the Evasion-space of Adversarial Attacks against Phishing Website Detectors using Machine Learning Ying Yuan Giovanni Apruzzese Mauro Conti AAML 23 19 0 24 Oct 2022
An Adversarial Attack Analysis on Malicious Advertisement URL Detection Framework Ehsan Nowroozi A. Abhishek Mohammadreza Mohammadi Mauro Conti AAML 33 30 0 27 Apr 2022
Adversarial Attacks for Tabular Data: Application to Fraud Detection and Imbalanced Data F. Cartella Orlando Anunciação Yuki Funabiki D. Yamaguchi Toru Akishita Olivier Elshocht AAML 55 71 0 20 Jan 2021
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