Malware Families

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17 papers

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  1. The Anatomy of a Prompt Injection: A Component Model for Structured Analysis

    Aug 7, 2026Jeremy McHughPrompt Injection DetectionCyber Threat Intelligence

  2. ShielDroid: A Hybrid Approach Integrating Machine and Deep Learning for Android Malware Detection

    Aug 4, 2026Md Faisal Ahmed, Zarin Tasnim Biash, Abu Raihan Shakil +4Malware ClassificationMalware Families

  3. Latent Stability Analysis of Malware Representations Under Feature-Space Perturbations

    Jul 27, 2026Bamidele Ajayi, Ken McGarryMalware FamiliesEvasion

  4. Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis

    Jul 22, 2026Adel ElZemity, Shujun Li, Budi AriefMalware FamiliesMalware Classification

  5. Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies

    Jul 8, 2026Kiarash Ahi, Saeed ValizadehCybersecurityGenerative Artificial Intelligence

  6. AI-Generated PowerShell Malware: An Experimental Framework and Dataset

    Jun 29, 2026Luciano Pianese, Vittorio Orbinato, Pietro Liguori +1Language Model Evasion AttacksMalware Families

  7. A Multi-task Mixture of Experts Framework for Malware Classification, Packing Detection, and Family Attribution

    Jun 29, 2026Jithin S., Roshin Sleeba C., Anvin Mariya P. B. +4Malware ClassificationMalware Families

  8. Cybersecurity is the True Frontier for Generative AI Success or Failure

    Jun 27, 2026Edward Raff, Maor Ashkenazi, Sagar Samtani +2CybersecurityArtificial Intelligence Risk

  9. MASCOT-Android: A Curated Dataset and Automated Collection Pipeline for Android Malware Source Code Specimens

    Jun 15, 2026Bojing Li, Duo Zhong, Prajna Bhandary +4Malware ClassificationMalware Families

  10. MalTree: Tracing Malware Evolution from Embeddings at Scale

    Jun 4, 2026Akash Amalan, Georgios Smaragdakis, Tom J. VieringMalware FamiliesEvasion

  11. A Hybrid Approach For Malware Classification Using Secondary Features Fusion

    Jun 2, 2026Raja Khurram Shahzad, Muhammad Mustaqeem, Haroon ElahiMalware ClassificationMalware Families

  12. ClawHub Security Signals: When VirusTotal, Static Analysis, and SkillSpector Disagree

    May 31, 2026Vincent Koc, Patrick Erichsen, Jacob Tomlinson +3Malicious InstructionsMalware Families

  13. McNdroid: A Longitudinal Multimodal Benchmark for Robust Drift Detection in Android Malware

    May 7, 2026Md Mahmuduzzaman Kamol, Jesus Lopez, Saeefa Rubaiyet Nowmi +5Malware FamiliesMultimodal Learning

  14. TUANDROMD-X: Advanced Entropy and Visual Analytics Dataset for Enhanced Malware Detection and Classification

    May 7, 2026Parthajit Borah, Upasana Sarmah, D. K. Bhattacharyya +1Malware ClassificationMalware Families

  15. Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations

    Apr 24, 2026Tomáš Kalný, Martin Jureček, Mark StampMalware ClassificationMalware Families

  16. Generating Synthetic Malware Samples Using Generative AI

    Apr 23, 2026Tiffany Bao, Kylie Trousil, Quang Duy Tran +2Malware FamiliesMalware Classification

  17. TIF: Learning Temporal Invariance in Android Malware Detectors

    Feb 7, 2025Xinran Zheng, Shuo Yang, Edith C. H. Ngai +2Malware ClassificationMalware Families