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Vulnerability Detection

Papers archive 2025-07-28

archive papers tagged: 216 · with a code link: 72 · where Syntology ran a sample: 8 (7 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 (8 of 216 tagged: 7 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 216 of 216, 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.

• Security Vulnerability Detection Using Deep Learning Natural Language Processing
  6 May 2021 0 repositories listed
• A comparative study of neural network techniques for automatic software vulnerability detection
  29 Apr 2021 0 repositories listed
• Literature review on vulnerability detection using NLP technology
  23 Apr 2021 0 repositories listed
• Multi-context Attention Fusion Neural Network for Software Vulnerability Identification
  19 Apr 2021 0 repositories listed
• ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning
  23 Mar 2021 0 repositories listed
• Probing Model Signal-Awareness via Prediction-Preserving Input Minimization
  25 Nov 2020 0 repositories listed
• DeFuzz: Deep Learning Guided Directed Fuzzing
  23 Oct 2020 0 repositories listed
• A Comparative Study of Static Code Analysis tools for Vulnerability Detection in C/C++ and JAVA Source Code
  20 Oct 2020 0 repositories listed
• Learning to map source code to software vulnerability using code-as-a-graph
  15 Jun 2020 0 repositories listed
• Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing
  21 Mar 2020 0 repositories listed
• Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks
  9 Feb 2020 0 repositories listed
• μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection
  8 Jan 2020 0 repositories listed
• Forbidden knowledge in machine learning -- Reflections on the limits of research and publication
  19 Nov 2019 0 repositories listed
• Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection
  1 May 2019 0 repositories listed
• Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks
  23 Oct 2018 0 repositories listed
• Automated software vulnerability detection with machine learning
  14 Feb 2018 0 repositories listed