eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys

27 February 2017

Papers citing "eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys"

11 / 11 papers shown

Title
Nebula: Self-Attention for Dynamic Malware Analysis Dmitrijs Trizna Christian Scano Battista Biggio Fabio Roli 24 13 0 19 Sep 2023
Web Content Filtering through knowledge distillation of Large Language Models Tamás Vörös Sean P. Bergeron Konstantin Berlin 35 7 0 08 May 2023
Transformers for End-to-End InfoSec Tasks: A Feasibility Study Ethan M. Rudd Mohammad Saidur Rahman Philip Tully 30 5 0 05 Dec 2022
A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection Orel Lavie A. Shabtai Gilad Katz AAML OffRL 32 1 0 19 Sep 2022
Nested Multiple Instance Learning in Modelling of HTTP network traffic Tomás Pevný Marek Dedic 27 9 0 10 Feb 2020
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
Machine Learning in Cyber-Security - Problems, Challenges and Data Sets Idan Amit John Matherly W. Hewlett Zhi Xu Yinnon Meshi Yigal Weinberger 10 50 0 19 Dec 2018
Procedural Noise Adversarial Examples for Black-Box Attacks on Deep Convolutional Networks Kenneth T. Co Luis Muñoz-González Sixte de Maupeou Emil C. Lupu AAML 22 67 0 30 Sep 2018
MEADE: Towards a Malicious Email Attachment Detection Engine Ethan M. Rudd Richard E. Harang Joshua Saxe 33 33 0 22 Apr 2018
Malicious URL Detection using Machine Learning: A Survey Doyen Sahoo Chenghao Liu Guosheng Lin MU AAML 35 321 0 25 Jan 2017
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 291 13,373 0 25 Aug 2014