DeepDGA: Adversarially-Tuned Domain Generation and Detection

DeepDGA: Adversarially-Tuned Domain Generation and Detection

6 October 2016

Hyrum S. Anderson

Jonathan Woodbridge

Papers citing "DeepDGA: Adversarially-Tuned Domain Generation and Detection"

18 / 18 papers shown

Title
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 60 2 0 07 Apr 2025
Reinforcement Learning for an Efficient and Effective Malware Investigation during Cyber Incident Response Dipo Dunsin M. C. Ghanem Karim Ouazzane Vassil T. Vassilev 57 4 0 08 Jan 2025
Explainable Intrusion Detection Systems (X-IDS): A Survey of Current Methods, Challenges, and Opportunities Subash Neupane Jesse Ables William Anderson Sudip Mittal Shahram Rahimi I. Banicescu Maria Seale AAML 61 71 0 13 Jul 2022
AI Total: Analyzing Security ML Models with Imperfect Data in Production Awalin Sopan Konstantin Berlin 26 2 0 13 Oct 2021
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends Elochukwu A. Ukwandu M. B. Farah Hanan Hindy Miroslav Bures Robert C. Atkinson Christos Tachtatzis X. Bellekens 24 62 0 10 Jul 2021
Understanding Internet of Things Malware by Analyzing Endpoints in their Static Artifacts Afsah Anwar Jinchun Choi Abdulrahman Alabduljabbar Hisham Alasmary Jeffrey Spaulding An Wang Songqing Chen Daehun Nyang Amro Awad David A. Mohaisen 11 11 0 26 Mar 2021
Improving DGA-Based Malicious Domain Classifiers for Malware Defense with Adversarial Machine Learning Ibrahim Yilmaz Ambareen Siraj D. Ulybyshev AAML 21 14 0 02 Jan 2021
Exploiting Statistical and Structural Features for the Detection of Domain Generation Algorithms Constantinos Patsakis Fran Casino 14 14 0 12 Dec 2019
Encrypted and Covert DNS Queries for Botnets: Challenges and Countermeasures Constantinos Patsakis Fran Casino Vasilios Katos 11 33 0 16 Sep 2019
Hydras and IPFS: A Decentralised Playground for Malware Constantinos Patsakis Fran Casino 14 39 0 28 May 2019
MaskDGA: A Black-box Evasion Technique Against DGA Classifiers and Adversarial Defenses Lior Sidi Asaf Nadler A. Shabtai AAML 31 22 0 24 Feb 2019
Detecting DGA domains with recurrent neural networks and side information Ryan R. Curtin Andrew B. Gardner Slawomir Grzonkowski A. Kleymenov Alejandro Mosquera AAML 6 64 0 04 Oct 2018
Flow-based Network Traffic Generation using Generative Adversarial Networks Markus Ring Daniel Schlor Dieter Landes Andreas Hotho 34 169 0 27 Sep 2018
A Survey on Malicious Domains Detection through DNS Data Analysis Yury Zhauniarovich Issa M. Khalil Ting Yu M. Dacier 9 154 0 22 May 2018
Constructing Unrestricted Adversarial Examples with Generative Models Yang Song Rui Shu Nate Kushman Stefano Ermon GAN AAML 185 302 0 21 May 2018
Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning Hyrum S. Anderson Anant Kharkar Bobby Filar David Evans P. Roth AAML 38 207 0 26 Jan 2018
Killing Two Birds with One Stone: Malicious Domain Detection with High Accuracy and Coverage Issa M. Khalil Bei Guan Mohamed Nabeel Ting Yu 11 5 0 01 Nov 2017
Adversary Resistant Deep Neural Networks with an Application to Malware Detection Qinglong Wang Wenbo Guo Kaixuan Zhang Alexander Ororbia Masashi Sugiyama C. Lee Giles Xue Liu AAML 35 173 0 05 Oct 2016