View PDF ↗
PDF Viewer
Open Full PDF

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $10K - $14K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (8)

[1]
Software Vulnerability Detection using Large Language Models
2023Moumita Das Purba, Arpita Ghosh et al.
[2]
Draper VDISC Dataset - Vulnerability Detection in Source Code
2018Louis Y. Kim, Rebecca L. Russell
[3]
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks
2018Jacob A. Harer, Onur Ozdemir et al.
[4]
A Security Analysis of Honeywords
2018Z. Li, Deqing Zou et al.
[5]
Predicting Vulnerable Software Components through N-Gram Analysis and Statistical Feature Selection
2015Yulei Pang, Xiaozhen Xue et al.
[6]
TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing
2014Lili Mou, Ge Li et al.
[7]
Software vulnerability prediction using text analysis techniques
2012A. Hovsepyan, R. Scandariato et al.
[8]
A Memory Model for Static Analysis of C Programs
2010Zhongxing Xu, Theodore Kremenek et al.

Founder's Pitch

"AI-powered tool for detecting vulnerabilities in C code to enhance software security."

AI SecurityScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

3/4 signals

7.5

Quick Build

3/4 signals

7.5

Series A Potential

2/4 signals

5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/26/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.