Software vulnerability detection using machine learning through source codes (Exp-1). Replication of https://arxiv.org/abs/1807.04320.
☆51Nov 24, 2021Updated 4 years ago
Alternatives and similar repositories for svd_exp1
Users that are interested in svd_exp1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Replication of AST Neural Network from Zhang J. et. al (2019) and application to software vulnerability detection☆12Jan 13, 2020Updated 6 years ago
- Cyber Code Intelligence (CyberCI)☆14Dec 25, 2020Updated 5 years ago
- A repository for code risk analysis, bug prediction, software fault detection, software vulnerability detection, Quality analysis.☆18May 3, 2021Updated 5 years ago
- VulDeePecker: A Deep Learning-Based System for Vulnerability Detection☆354Nov 17, 2020Updated 5 years ago
- A deep learning-based vulnerability detection framework☆77Feb 29, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- VulDeePecker algorithm implemented in Python☆115May 8, 2019Updated 7 years ago
- vulnerability detection in python source code with LSTM networks☆152Mar 17, 2020Updated 6 years ago
- Data-Driven Software Vulnerability Discovery (SVD)☆13May 27, 2020Updated 6 years ago
- ☆229Jul 25, 2024Updated 2 years ago
- Simplified Source Code Pre-Training for Vulnerability Detection☆121Dec 4, 2025Updated 10 months ago
- ☆356Oct 24, 2024Updated 2 years ago
- Statement-level deep learning model for automated software vulnerability detection in C/C++ (Accepted in MSR 2022)☆78Jun 24, 2022Updated 4 years ago
- Learning from what we know: How to perform vulnerability prediction using noisy historical data, Empirical Software Engineering (EMSE)☆13Sep 20, 2023Updated 3 years ago
- Reproduction package of the paper "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning" in Automated S…☆21Feb 25, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆87Feb 1, 2021Updated 5 years ago
- VulExplainer: A Transformer-based Hierarchical Distillation for Explaining Vulnerability Types☆19Nov 24, 2023Updated 2 years ago
- VulnerabilityDetectionResearch☆98Mar 22, 2022Updated 4 years ago
- To learn function representations from multi-domain knowledge bases for software vulnerability detection.☆15Aug 15, 2020Updated 6 years ago
- ☆14Jul 21, 2020Updated 6 years ago
- Treasury and Liquidity Management (TLM) - This is a highly complex, critical back-office function. Agentic systems can optimize cash flow…☆11Jul 7, 2025Updated last year
- Software defect prediction (predicting logical errors in source code files) using recurrent neural network and convolutional neural netwo…☆12Oct 16, 2020Updated 6 years ago
- Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch)☆87Mar 10, 2022Updated 4 years ago
- A Survey of Deep Learning Models for Structural Code Understanding☆21May 12, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities☆42Apr 10, 2024Updated 2 years ago
- ☆26Jul 19, 2022Updated 4 years ago
- Protect Java Code from Decompilation, beyond Obfuscation☆13Nov 23, 2020Updated 5 years ago
- This project deals with vulnerability analysis and classification using machine learning techniques i.e. Natural Language Processing.☆10Feb 21, 2019Updated 7 years ago
- Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)☆60Dec 17, 2021Updated 4 years ago
- ☆103Oct 25, 2024Updated 2 years ago
- Detecting software vulnerability described public security reports with minimal training examples☆13Jun 11, 2021Updated 5 years ago
- The official repository of "GraphSPD: Graph-Based Security Patch Detection with Enriched Code Semantics". The paper will appear in the IE…☆50Aug 9, 2023Updated 3 years ago
- ☆32Jul 13, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- mlpy is a Python module for Machine Learning built on top of NumPy/SciPy and of GSL.☆10May 17, 2018Updated 8 years ago
- PyTorch DL Tutorial using Torchsample☆11May 2, 2017Updated 9 years ago
- Adversarial Attack for Pre-trained Code Models☆10Jul 19, 2022Updated 4 years ago
- ☆10Jul 19, 2023Updated 3 years ago
- Learning Facial Action Units from Web Images with Scalable Weakly Supervised Clustering (CVPR18)☆16Jul 23, 2018Updated 8 years ago
- Evaluating Program Reasoning of LLMs via Formal Specification Inference (ACL 2025)☆20Sep 21, 2025Updated last year
- ☆10Feb 19, 2024Updated 2 years ago