Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability

Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability

2 May 2025

Btissam El Khamlichi

Amal El Fallah-Seghrouchni

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Papers citing "Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability"

11 / 11 papers shown

Title
HPAC-IDS: A Hierarchical Packet Attention Convolution for Intrusion Detection System Anass Grini Btissam El Khamlichi Abdellatif El Afia Amal El Fallah-Seghrouchni 124 1 0 09 Jan 2025
Adversarial Examples in Constrained Domains Ryan Sheatsley Nicolas Papernot Mike Weisman Gunjan Verma Patrick McDaniel AAML 59 24 0 02 Nov 2020
Adversarial Machine Learning in Network Intrusion Detection Systems Elie Alhajjar P. Maxwell Nathaniel D. Bastian GAN SILM AAML 95 140 0 23 Apr 2020
IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection Zilong Lin Yong-yu Shi Zhi Xue AAML 56 266 0 06 Sep 2018
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models Pin-Yu Chen Huan Zhang Yash Sharma Jinfeng Yi Cho-Jui Hsieh AAML 87 1,885 0 14 Aug 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 319 12,138 0 19 Jun 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 472 3,148 0 04 Nov 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 282 8,587 0 16 Aug 2016
DeepFool: a simple and accurate method to fool deep neural networks Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi P. Frossard AAML 154 4,905 0 14 Nov 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,129 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 286 14,968 1 21 Dec 2013