IDSGAN: Generative Adversarial Networks for Attack Generation against
Intrusion Detection

IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection

6 September 2018

Papers citing "IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection"

14 / 14 papers shown

Title
Constrained Network Adversarial Attacks: Validity, Robustness, and Transferability Anass Grini Oumaima Taheri Btissam El Khamlichi Amal El Fallah-Seghrouchni AAML 49 0 0 02 May 2025
Deep generative models as an adversarial attack strategy for tabular machine learning Salijona Dyrmishi Mihaela C. Stoian Eleonora Giunchiglia Maxime Cordy AAML LMTD 36 0 0 19 Sep 2024
Detecting unknown HTTP-based malicious communication behavior via generated adversarial flows and hierarchical traffic features Xiao-chun Yun Jiang Xie Shuhao Li Yongzheng Zhang Peishuai Sun 19 9 0 07 Sep 2023
Statistical Detection of Adversarial examples in Blockchain-based Federated Forest In-vehicle Network Intrusion Detection Systems I. Aliyu Sélinde Van Engelenburg Muhammed Muazu Jinsul Kim C. Lim AAML 48 14 0 11 Jul 2022
Using EBGAN for Anomaly Intrusion Detection Yinxue Cui Wenfeng Shen Jian Zhang Weijia Lu Chuang Liu Lingge Sun Sisi Chen 21 3 0 21 Jun 2022
Generating Practical Adversarial Network Traffic Flows Using NIDSGAN B. Zolbayar Ryan Sheatsley Patrick McDaniel Mike Weisman Sencun Zhu Shitong Zhu S. Krishnamurthy GAN AAML 25 14 0 13 Mar 2022
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes Rizwan Hamid Randhawa N. Aslam Mohammad Alauthman Husnain Rafiq AAML GAN 38 11 0 14 Sep 2021
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks Alberto Mozo Ángel González-Prieto Antonio Agustin Pastor Perales Sandra Gómez Canaval Edgar Talavera 32 24 0 30 Jul 2021
Modeling Realistic Adversarial Attacks against Network Intrusion Detection Systems Giovanni Apruzzese M. Andreolini Luca Ferretti Mirco Marchetti M. Colajanni AAML 39 105 0 17 Jun 2021
On the Robustness of Domain Constraints Ryan Sheatsley Blaine Hoak Eric Pauley Yohan Beugin Mike Weisman Patrick McDaniel AAML OOD 38 25 0 18 May 2021
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation Hojjat Navidan P. Moshiri M. Nabati Reza Shahbazian S. Ghorashi V. Shah-Mansouri David Windridge 15 84 0 10 May 2021
PacketCGAN: Exploratory Study of Class Imbalance for Encrypted Traffic Classification Using CGAN Pan Wang Shuhang Li Feng Ye Zixuan Wang Moxuan Zhang 26 65 0 27 Nov 2019
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 44 68 0 06 Nov 2019
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward A. Qayyum Muhammad Usama Junaid Qadir Ala I. Al-Fuqaha AAML 27 187 0 29 May 2019