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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 2 of 5: papers 101 to 200 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.

• Robust Neural Malware Detection Models for Emulation Sequence Learning
  28 Jun 2018 1 repository listed
• Arhuaco: Deep Learning and Isolation Based Security for Distributed High-Throughput Computing
  12 Jan 2018 1 repository listed
• Improving Malware Detection Accuracy by Extracting Icon Information
  10 Dec 2017 1 repository listed
• Convolutional Neural Network for Classification of Malware Assembly Code
  27 Oct 2017 1 repository listed
• Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features
  28 Aug 2017 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection
  22 Aug 2017 1 repository listed
• Evasion Attacks against Machine Learning at Test Time
  21 Aug 2017 1 repository listed
• Black-Box Attacks against RNN based Malware Detection Algorithms
  23 May 2017 1 repository listed
• Efficient Malware Detection with Optimized Learning on High-Dimensional Features
  18 Jun 2025 0 repositories listed
• Empirical Quantification of Spurious Correlations in Malware Detection
  11 Jun 2025 0 repositories listed
• Network Threat Detection: Addressing Class Imbalanced Data with Deep Forest
  10 Jun 2025 0 repositories listed
• System Calls for Malware Detection and Classification: Methodologies and Applications
  2 Jun 2025 0 repositories listed
• Dynamic Malware Classification of Windows PE Files using CNNs and Greyscale Images Derived from Runtime API Call Argument Conversion
  30 May 2025 0 repositories listed
• Adapting Novelty towards Generating Antigens for Antivirus systems
  24 May 2025 0 repositories listed
• MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation
  24 May 2025 0 repositories listed
• Malware families discovery via Open-Set Recognition on Android manifest permissions
  19 May 2025 0 repositories listed
• On the Security Risks of ML-based Malware Detection Systems: A Survey
  16 May 2025 0 repositories listed
• Analysing Safety Risks in LLMs Fine-Tuned with Pseudo-Malicious Cyber Security Data
  15 May 2025 0 repositories listed
• Dual Explanations via Subgraph Matching for Malware Detection
  29 Apr 2025 0 repositories listed
• Optimized Approaches to Malware Detection: A Study of Machine Learning and Deep Learning Techniques
  24 Apr 2025 0 repositories listed
• On the Consistency of GNN Explanations for Malware Detection
  22 Apr 2025 0 repositories listed
• OpCode-Based Malware Classification Using Machine Learning and Deep Learning Techniques
  18 Apr 2025 0 repositories listed
• Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering
  7 Apr 2025 0 repositories listed
• Malware Detection in Docker Containers: An Image is Worth a Thousand Logs
  4 Apr 2025 0 repositories listed
• Leveraging VAE-Derived Latent Spaces for Enhanced Malware Detection with Machine Learning Classifiers
  24 Mar 2025 0 repositories listed
• BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection
  23 Mar 2025 0 repositories listed
• Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection
  14 Mar 2025 0 repositories listed
• Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation
  6 Mar 2025 0 repositories listed
• LAMD: Context-driven Android Malware Detection and Classification with LLMs
  18 Feb 2025 0 repositories listed
• Recent Advances in Malware Detection: Graph Learning and Explainability
  14 Feb 2025 0 repositories listed
• RoMA: Robust Malware Attribution via Byte-level Adversarial Training with Global Perturbations and Adversarial Consistency Regularization
  11 Feb 2025 0 repositories listed
• Learning Temporal Invariance in Android Malware Detectors
  7 Feb 2025 0 repositories listed
• Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems
  23 Jan 2025 0 repositories listed
• Integrating Explainable AI for Effective Malware Detection in Encrypted Network Traffic
  9 Jan 2025 0 repositories listed
• Predicting Vulnerability to Malware Using Machine Learning Models: A Study on Microsoft Windows Machines
  5 Jan 2025 0 repositories listed
• Malware Classification using a Hybrid Hidden Markov Model-Convolutional Neural Network
  25 Dec 2024 0 repositories listed
• Comprehensive Survey on Adversarial Examples in Cybersecurity: Impacts, Challenges, and Mitigation Strategies
  16 Dec 2024 0 repositories listed
• Image-Based Malware Classification Using QR and Aztec Codes
  11 Dec 2024 0 repositories listed
• Applications of Positive Unlabeled (PU) and Negative Unlabeled (NU) Learning in Cybersecurity
  9 Dec 2024 0 repositories listed
• Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques
  4 Dec 2024 0 repositories listed
• Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection
  27 Nov 2024 0 repositories listed
• XAI and Android Malware Models
  25 Nov 2024 0 repositories listed
• On the Cost of Model-Serving Frameworks: An Experimental Evaluation
  15 Nov 2024 0 repositories listed
• SCORE: Syntactic Code Representations for Static Script Malware Detection
  12 Nov 2024 0 repositories listed
• Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM
  8 Nov 2024 0 repositories listed
• Assessing the Impact of Packing on Machine Learning-Based Malware Detection and Classification Systems
  31 Oct 2024 0 repositories listed
• Metamorphic Malware Evolution: The Potential and Peril of Large Language Models
  31 Oct 2024 0 repositories listed
• Classification under strategic adversary manipulation using pessimistic bilevel optimisation
  26 Oct 2024 0 repositories listed
• A Novel Reinforcement Learning Model for Post-Incident Malware Investigations
  19 Oct 2024 0 repositories listed
• Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges
  14 Oct 2024 0 repositories listed
• A Novel Approach to Malicious Code Detection Using CNN-BiLSTM and Feature Fusion
  12 Oct 2024 0 repositories listed
• Decoding Android Malware with a Fraction of Features: An Attention-Enhanced MLP-SVM Approach
  28 Sep 2024 0 repositories listed
• Packet Inspection Transformer: A Self-Supervised Journey to Unseen Malware Detection with Few Samples
  26 Sep 2024 0 repositories listed
• A Visualized Malware Detection Framework with CNN and Conditional GAN
  22 Sep 2024 0 repositories listed
• Towards Novel Malicious Packet Recognition: A Few-Shot Learning Approach
  17 Sep 2024 0 repositories listed
• Revisiting Static Feature-Based Android Malware Detection
  11 Sep 2024 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges
  9 Sep 2024 0 repositories listed
• Android Malware Detection Based on RGB Images and Multi-feature Fusion
  29 Aug 2024 0 repositories listed
• Obfuscated Memory Malware Detection
  23 Aug 2024 0 repositories listed
• Natural Language Outlines for Code: Literate Programming in the LLM Era
  9 Aug 2024 0 repositories listed
• A Survey of Malware Detection Using Deep Learning
  27 Jul 2024 0 repositories listed
• Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions
  21 Jul 2024 0 repositories listed
• A Survey on the Application of Generative Adversarial Networks in Cybersecurity: Prospective, Direction and Open Research Scopes
  11 Jul 2024 0 repositories listed
• Detecting new obfuscated malware variants: A lightweight and interpretable machine learning approach
  7 Jul 2024 0 repositories listed
• On the Abuse and Detection of Polyglot Files
  1 Jul 2024 0 repositories listed
• Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural networks
  7 Jun 2024 0 repositories listed
• A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection
  23 May 2024 0 repositories listed
• SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines
  23 May 2024 0 repositories listed
• Generative AI in Cybersecurity: A Comprehensive Review of LLM Applications and Vulnerabilities
  21 May 2024 0 repositories listed
• Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls
  15 May 2024 0 repositories listed
• Deep Multi-Task Learning for Malware Image Classification
  9 May 2024 0 repositories listed
• Leveraging LSTM and GAN for Modern Malware Detection
  7 May 2024 0 repositories listed
• Detecting Android Malware: From Neural Embeddings to Hands-On Validation with BERTroid
  6 May 2024 0 repositories listed
• Online Clustering of Known and Emerging Malware Families
  6 May 2024 0 repositories listed
• Explainable Malware Detection with Tailored Logic Explained Networks
  5 May 2024 0 repositories listed
• Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing
  1 May 2024 0 repositories listed
• Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research
  29 Apr 2024 0 repositories listed
• Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation
  19 Apr 2024 0 repositories listed
• Counteracting Concept Drift by Learning with Future Malware Predictions
  14 Apr 2024 0 repositories listed
• Optimization of Lightweight Malware Detection Models For AIoT Devices
  6 Apr 2024 0 repositories listed
• Obfuscated Malware Detection: Investigating Real-world Scenarios through Memory Analysis
  3 Apr 2024 0 repositories listed
• Generative AI-Based Effective Malware Detection for Embedded Computing Systems
  2 Apr 2024 0 repositories listed
• A Transformer-Based Framework for Payload Malware Detection and Classification
  27 Mar 2024 0 repositories listed
• Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection
  23 Mar 2024 0 repositories listed
• Leveraging Large Language Models to Detect npm Malicious Packages
  18 Mar 2024 0 repositories listed
• Comprehensive evaluation of Mal-API-2019 dataset by machine learning in malware detection
  4 Mar 2024 0 repositories listed
• Improving Android Malware Detection Through Data Augmentation Using Wasserstein Generative Adversarial Networks
  1 Mar 2024 0 repositories listed
• Use of Multi-CNNs for Section Analysis in Static Malware Detection
  6 Feb 2024 0 repositories listed
• Weakly Supervised Anomaly Detection via Knowledge-Data Alignment
  6 Feb 2024 0 repositories listed
• Unraveling the Key of Machine Learning Solutions for Android Malware Detection
  5 Feb 2024 0 repositories listed
• Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach
  4 Feb 2024 0 repositories listed
• ActDroid: An active learning framework for Android malware detection
  30 Jan 2024 0 repositories listed
• MORPH: Towards Automated Concept Drift Adaptation for Malware Detection
  23 Jan 2024 0 repositories listed
• Malware Detection in IOT Systems Using Machine Learning Techniques
  29 Dec 2023 0 repositories listed
• Small Effect Sizes in Malware Detection? Make Harder Train/Test Splits!
  25 Dec 2023 0 repositories listed
• Discovering Malicious Signatures in Software from Structural Interactions
  19 Dec 2023 0 repositories listed
• Towards an in-depth detection of malware using distributed QCNN
  19 Dec 2023 0 repositories listed
• Android Malware Detection with Unbiased Confidence Guarantees
  17 Dec 2023 0 repositories listed
• A Malware Classification Survey on Adversarial Attacks and Defences
  15 Dec 2023 0 repositories listed
• Explaining high-dimensional text classifiers
  22 Nov 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.