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Malware Detection

Papers archive 2025-07-28

archive papers tagged: 431 · with a code link: 108 · where Syntology ran a sample: 11 (8 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (11 of 431 tagged: 8 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 4 of 5: papers 301 to 400 of 431, 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.

• Word Embedding Techniques for Malware Evolution Detection
  7 Mar 2021 0 repositories listed
• NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification
  5 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
• Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering
  28 Feb 2021 0 repositories listed
• Identification of Significant Permissions for Efficient Android Malware Detection
  28 Feb 2021 0 repositories listed
• Virus-MNIST: A Benchmark Malware Dataset
  28 Feb 2021 0 repositories listed
• Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain
  26 Feb 2021 0 repositories listed
• A Non-Intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
  12 Feb 2021 0 repositories listed
• Robust Android Malware Detection System against Adversarial Attacks using Q-Learning
  27 Jan 2021 0 repositories listed
• A novel DL approach to PE malware detection: exploring Glove vectorization, MCC_RCNN and feature fusion
  22 Jan 2021 0 repositories listed
• Towards interpreting ML-based automated malware detection models: a survey
  15 Jan 2021 0 repositories listed
• Towards Interpretable Ensemble Learning for Image-based Malware Detection
  13 Jan 2021 0 repositories listed
• Echelon: Two-Tier Malware Detection for Raw Executables to Reduce False Alarms
  4 Jan 2021 0 repositories listed
• Learning to Search for Fast Maximum Common Subgraph Detection
  1 Jan 2021 0 repositories listed
• Powershell malware detection method based on features combination
  1 Jan 2021 0 repositories listed
• A Novel Resampling Technique for Imbalanced Dataset Optimization
  30 Dec 2020 0 repositories listed
• Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS
  26 Dec 2020 0 repositories listed
• Malware Detection using Artificial Bee Colony Algorithm
  1 Dec 2020 0 repositories listed
• A survey on practical adversarial examples for malware classifiers
  6 Nov 2020 0 repositories listed
• Towards Obfuscated Malware Detection for Low Powered IoT Devices
  6 Nov 2020 0 repositories listed
• Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
  30 Oct 2020 0 repositories listed
• Traffic Refinery: Cost-Aware Data Representation for Machine Learning on Network Traffic
  27 Oct 2020 0 repositories listed
• Getting Passive Aggressive About False Positives: Patching Deployed Malware Detectors
  22 Oct 2020 0 repositories listed
• Dos and Don'ts of Machine Learning in Computer Security
  19 Oct 2020 0 repositories listed
• Lightweight IoT Malware Detection Solution Using CNN Classification
  13 Oct 2020 0 repositories listed
• Maat: Automatically Analyzing VirusTotal for Accurate Labeling and Effective Malware Detection
  1 Jul 2020 0 repositories listed
• Robust and Accurate Authorship Attribution via Program Normalization
  1 Jul 2020 0 repositories listed
• Towards Accurate Labeling of Android Apps for Reliable Malware Detection
  1 Jul 2020 0 repositories listed
• Feature Extraction for Novelty Detection in Network Traffic
  30 Jun 2020 0 repositories listed
• Arms Race in Adversarial Malware Detection: A Survey
  24 May 2020 0 repositories listed
• A Review of Computer Vision Methods in Network Security
  7 May 2020 0 repositories listed
• Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?
  4 May 2020 0 repositories listed
• AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks
  19 Feb 2020 0 repositories listed
• Analyzing CNN Based Behavioural Malware Detection Techniques on Cloud IaaS
  15 Feb 2020 0 repositories listed
• MDEA: Malware Detection with Evolutionary Adversarial Learning
  9 Feb 2020 0 repositories listed
• GLSearch: Maximum Common Subgraph Detection via Learning to Search
  8 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
• Practical Fast Gradient Sign Attack against Mammographic Image Classifier
  27 Jan 2020 0 repositories listed
• Towards Deep Federated Defenses Against Malware in Cloud Ecosystems
  27 Dec 2019 0 repositories listed
• Towards a Robust Classifier: An MDL-Based Method for Generating Adversarial Examples
  11 Dec 2019 0 repositories listed
• Coda: An End-to-End Neural Program Decompiler
  1 Dec 2019 0 repositories listed
• DL-Droid: Deep learning based android malware detection using real devices
  22 Nov 2019 0 repositories listed
• There is Limited Correlation between Coverage and Robustness for Deep Neural Networks
  14 Nov 2019 0 repositories listed
• The Naked Sun: Malicious Cooperation Between Benign-Looking Processes
  6 Nov 2019 0 repositories listed
• The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey
  6 Nov 2019 0 repositories listed
• Heterogeneous Graph Matching Networks
  17 Oct 2019 0 repositories listed
• Would a File by Any Other Name Seem as Malicious?
  10 Oct 2019 0 repositories listed
• An MDL-Based Classifier for Transactional Datasets with Application in Malware Detection
  9 Oct 2019 0 repositories listed
• A Hierarchical Convolutional Neural Network for Malware Classification
  30 Sep 2019 0 repositories listed
• COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection
  20 Sep 2019 0 repositories listed
• I-MAD: Interpretable Malware Detector Using Galaxy Transformer
  15 Sep 2019 0 repositories listed
• Effectiveness of Adversarial Examples and Defenses for Malware Classification
  10 Sep 2019 0 repositories listed
• SEdroid: A Robust Android Malware Detector using Selective Ensemble Learning
  6 Sep 2019 0 repositories listed
• On Defending Against Label Flipping Attacks on Malware Detection Systems
  13 Aug 2019 0 repositories listed
• Similarity-based Android Malware Detection Using Hamming Distance of Static Binary Features
  13 Aug 2019 0 repositories listed
• New Era of Deeplearning-Based Malware Intrusion Detection: The Malware Detection and Prediction Based On Deep Learning
  19 Jul 2019 0 repositories listed
• Intelligent Systems Design for Malware Classification Under Adversarial Conditions
  6 Jul 2019 0 repositories listed
• A Neural-based Program Decompiler
  28 Jun 2019 0 repositories listed
• A New Malware Detection System Using a High Performance-ELM method
  27 Jun 2019 0 repositories listed
• Transferable Cost-Aware Security Policy Implementation for Malware Detection Using Deep Reinforcement Learning
  25 May 2019 0 repositories listed
• The Curious Case of Machine Learning In Malware Detection
  18 May 2019 0 repositories listed
• Distinguishability of Adversarial Examples
  1 May 2019 0 repositories listed
• Can Machine Learning Model with Static Features be Fooled: an Adversarial Machine Learning Approach
  20 Apr 2019 0 repositories listed
• Malware Evasion Attack and Defense
  7 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
• Agent-based Vs Agent-less Sandbox for Dynamic Behavioral Analysis
  12 Mar 2019 0 repositories listed
• Adversarial Samples on Android Malware Detection Systems for IoT Systems
  12 Feb 2019 0 repositories listed
• Examining Adversarial Learning against Graph-based IoT Malware Detection Systems
  12 Feb 2019 0 repositories listed
• Machine Learning With Feature Selection Using Principal Component Analysis for Malware Detection: A Case Study
  10 Feb 2019 0 repositories listed
• A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms
  29 Jan 2019 0 repositories listed
• Android Malware Detection Using Machine Learning on Image Patterns
  27 Jan 2019 0 repositories listed
• Using Deep Neural Network for Android Malware Detection
  16 Jan 2019 0 repositories listed
• Android Malware Detection Using Autoencoder
  14 Jan 2019 0 repositories listed
• Malware Detection Using Dynamic Birthmarks
  6 Jan 2019 0 repositories listed
• A Review on The Use of Deep Learning in Android Malware Detection
  26 Dec 2018 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
• AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection
  2 Nov 2018 0 repositories listed
• Exploring Adversarial Examples in Malware Detection
  18 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
• An investigation of a deep learning based malware detection system
  16 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
• apk2vec: Semi-supervised multi-view representation learning for profiling Android applications
  15 Sep 2018 0 repositories listed
• Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks
  10 Aug 2018 0 repositories listed
• Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus
  12 Jun 2018 0 repositories listed
• SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP)
  1 Jun 2018 0 repositories listed
• On the Effectiveness of System API-Related Information for Android Ransomware Detection
  24 May 2018 0 repositories listed
• Is feature selection secure against training data poisoning?
  21 Apr 2018 0 repositories listed
• Semantic Adversarial Deep Learning
  19 Apr 2018 0 repositories listed
• Clipping free attacks against artificial neural networks
  26 Mar 2018 0 repositories listed
• Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection
  13 Mar 2018 0 repositories listed
• Explaining Black-box Android Malware Detection
  9 Mar 2018 0 repositories listed
• An investigation of the classifiers to detect android malicious apps
  23 Feb 2018 0 repositories listed
• WebEye - Automated Collection of Malicious HTTP Traffic
  16 Feb 2018 0 repositories listed
• NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls
  15 Feb 2018 0 repositories listed
• Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples
  13 Feb 2018 0 repositories listed
• HeNet: A Deep Learning Approach on Intel^® Processor Trace for Effective Exploit Detection
  8 Jan 2018 0 repositories listed