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Malware Classification

Papers archive 2025-07-28

archive papers tagged: 146 · with a code link: 47 · where Syntology ran a sample: 5 (4 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (5 of 146 tagged: 4 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 146 of 146, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• CNN vs ELM for Image-Based Malware Classification
  24 Mar 2021 0 repositories listed
• A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification
  7 Mar 2021 0 repositories listed
• Malware Classification Using Long Short-Term Memory Models
  3 Mar 2021 0 repositories listed
• Malware Classification with GMM-HMM Models
  3 Mar 2021 0 repositories listed
• Malware Classification with Word Embedding Features
  3 Mar 2021 0 repositories listed
• Realizable Universal Adversarial Perturbations for Malware
  12 Feb 2021 0 repositories listed
• Classifying Malware Using Function Representations in a Static Call Graph
  1 Dec 2020 0 repositories listed
• Classifying Malware Images with Convolutional Neural Network Models
  30 Oct 2020 0 repositories listed
• Malware Traffic Classification: Evaluation of Algorithms and an Automated Ground-truth Generation Pipeline
  22 Oct 2020 0 repositories listed
• A Survey of Machine Learning Methods and Challenges for Windows Malware Classification
  15 Jun 2020 0 repositories listed
• Trade-offs between membership privacy & adversarially robust learning
  8 Jun 2020 0 repositories listed
• Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification
  10 Apr 2020 0 repositories listed
• Deep Learning and Open Set Malware Classification: A Survey
  8 Apr 2020 0 repositories listed
• Feature-level Malware Obfuscation in Deep Learning
  10 Feb 2020 0 repositories listed
• Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks
  7 Feb 2020 0 repositories listed
• A Hierarchical Convolutional Neural Network for Malware Classification
  30 Sep 2019 0 repositories listed
• Effectiveness of Adversarial Examples and Defenses for Malware Classification
  10 Sep 2019 0 repositories listed
• Intelligent Systems Design for Malware Classification Under Adversarial Conditions
  6 Jul 2019 0 repositories listed
• To believe or not to believe: Validating explanation fidelity for dynamic malware analysis
  30 Apr 2019 0 repositories listed
• Generation & Evaluation of Adversarial Examples for Malware Obfuscation
  9 Apr 2019 0 repositories listed
• Malware Detection using Machine Learning and Deep Learning
  4 Apr 2019 0 repositories listed
• Understanding the efficacy, reliability and resiliency of computer vision techniques for malware detection and future research directions
  3 Apr 2019 0 repositories listed
• Detection of Advanced Malware by Machine Learning Techniques
  7 Mar 2019 0 repositories listed
• Examining Adversarial Learning against Graph-based IoT Malware Detection Systems
  12 Feb 2019 0 repositories listed
• RNNSecureNet: Recurrent neural networks for Cyber security use-cases
  5 Jan 2019 0 repositories listed
• Projecting "better than randomly": How to reduce the dimensionality of very large datasets in a way that outperforms random projections
  3 Jan 2019 0 repositories listed
• A short review on Applications of Deep learning for Cyber security
  15 Dec 2018 0 repositories listed
• Behavioral Malware Classification using Convolutional Recurrent Neural Networks
  19 Nov 2018 0 repositories listed
• Exploring Adversarial Examples in Malware Detection
  18 Oct 2018 0 repositories listed
• Deep-Net: Deep Neural Network for Cyber Security Use Cases
  12 Oct 2018 0 repositories listed
• RNNSecureNet: Recurrent neural networks for Cybersecurity use-cases
  12 Oct 2018 0 repositories listed
• An End-to-End Deep Learning Architecture for Classification of Malware’s Binary Content
  27 Sep 2018 0 repositories listed
• HashTran-DNN: A Framework for Enhancing Robustness of Deep Neural Networks against Adversarial Malware Samples
  18 Sep 2018 0 repositories listed
• Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection
  16 Sep 2018 0 repositories listed
• TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time
  20 Jul 2018 0 repositories listed
• Defending Malware Classification Networks Against Adversarial Perturbations with Non-Negative Weight Restrictions
  23 Jun 2018 0 repositories listed
• Generative Models for Spear Phishing Posts on Social Media
  14 Feb 2018 0 repositories listed
• Computer activity learning from system call time series
  6 Nov 2017 0 repositories listed
• On the (Statistical) Detection of Adversarial Examples
  21 Feb 2017 0 repositories listed
• SoK: Applying Machine Learning in Security - A Survey
  10 Nov 2016 0 repositories listed
• A multi-task learning model for malware classification with useful file access pattern from API call sequence
  19 Oct 2016 0 repositories listed
• One-Class SVM with Privileged Information and its Application to Malware Detection
  26 Sep 2016 0 repositories listed
• Random Forest for Malware Classification
  25 Sep 2016 0 repositories listed
• N-opcode Analysis for Android Malware Classification and Categorization
  27 Jul 2016 0 repositories listed
• Adversarial Perturbations Against Deep Neural Networks for Malware Classification
  14 Jun 2016 0 repositories listed
• Detection under Privileged Information
  31 Mar 2016 0 repositories listed