AI Vulnerability Scanning ML Frameworks

AI-powered tools for automated detection and analysis of security vulnerabilities in networks, web applications, and smart contracts. Does NOT include general penetration testing frameworks, manual security auditing tools, or runtime protection systems without AI-driven vulnerability detection.

There are 102 ai vulnerability scanning frameworks tracked. 2 score above 70 (verified tier). The highest-rated is nmap/nmap at 74/100 with 12,538 stars. 2 of the top 10 are actively maintained.

Get all 102 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ai-vulnerability-scanning&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	nmap/nmap Nmap - the Network Mapper. Github mirror of official SVN repository.	74	Verified	12,538	C
2	e-m-b-a/emba EMBA - The firmware security analyzer	70	Verified	3,395	Shell
3	ait-testbed/attackbed The AttackBed is a simulated enterprise network with numerous...	44	Emerging	16	Jinja
4	ritesh-gupta-git/AI-Powered-Vulnerability-Management AI-VMF: AI-Powered Vulnerability Management Framework demo (ensemble exploit...	43	Emerging	40	Python
5	scorpiondefense/cyberweapons Automated Cyber Offense	39	Emerging	89	C
6	center-for-threat-informed-defense/technique-inference-engine TIE is a machine learning model for inferring associated MITRE ATT&CK...	37	Emerging	68	Jupyter Notebook
7	Ak-cybe/soc-roadmap-2026 Complete SOC Analyst Training Roadmap 2026: 10 hands-on projects (SIEM,...	36	Emerging	8	—
8	redhuntlabs/Octopii An AI-powered Personal Identifiable Information (PII) scanner.	35	Emerging	725	Python
9	MANDO-Project/ge-sc MANDO is a new heterogeneous graph representation to learn the heterogeneous...	35	Emerging	35	Solidity
10	Icyrockton/MegaVul MegaVul - The largest, high-quality, extensible, continuously updated,...	34	Emerging	139	Python
11	blackberry/threat-research-and-intelligence BlackBerry Threat Research & Intelligence	34	Emerging	100	Jupyter Notebook
12	mazen160/shennina Automating Host Exploitation with AI	34	Emerging	548	Python
13	Yuning-J/VulnerabilityClassifier Severity scoring and exploit categorisation for vulnerability reports using...	33	Emerging	25	Jupyter Notebook
14	LauraWartschinski/VulnerabilityDetection vulnerability detection in python source code with LSTM networks	33	Emerging	152	TeX
15	MANDO-Project/ge-sc-machine MANDO-GURU, a deep graph learning-based tool, aims to accurately detect...	33	Emerging	30	Python
16	clandolt/mlcysec_notebooks Repository of Jupyter notebook tutorials for teaching the Machine Learning...	31	Emerging	11	Jupyter Notebook
17	wisoffe/exploits-predict Predicting the probability of an exploit being released after a CVE is...	29	Experimental	13	Jupyter Notebook
18	Areej-zeb/AI-Vulnerability-Scanner An AI-driven vulnerability scanner that uses Nmap to discover open services...	29	Experimental	46	HTML
19	prayas7102/NodejsSecurify NodejsSecurify is an advanced NPM package designed to enhance the security...	28	Experimental	5	TypeScript
20	FedML-AI/FedIoT Federated Learning for Internet of Things: A Federated Learning Framework...	27	Experimental	44	—
21	damianStrojek/LLM-Network-Scanner LLM-Network-Scanner is a powerful tool that leverages the OpenAI API and...	27	Experimental	10	Python
22	ngatilio/CertEye Zero Trust AI 360	27	Experimental	8	CSS
23	karthik7129/Federated-Malware-detection This is the end to end Federated learning pipeline where multiple clients...	27	Experimental	4	Jupyter Notebook
24	Jiawen-Zhang/Vulnerability_Scanner C++ Vulnerability Scanner leveraging machine learning techniques.	27	Experimental	4	CSS
25	0x4f53/PIIscout Continuous PII classification and reporting on the internet, powered by AI!	27	Experimental	5	Go
26	mouna23/AI-driven-MITRE-Attack This repository demonstrates a machine learning pipeline for detecting MITRE...	26	Experimental	9	Python
27	Messi-Q/AMEVulDetector Smart Contract Vulnerability Detection From Pure Neural Network to...	26	Experimental	100	Python
28	TA3/bearicade 🐻 Bearicade is an open-souce security framework for High Performance Computing	26	Experimental	5	JavaScript
29	ar157209/soc-roadmap-2026 🔒 Build your skills with the SOC Roadmap 2026, a complete training program...	25	Experimental	3	—
30	ohpyupi/cmpe272.ai-powered-http-analyzer A project to build a proof of concept of AI-powered HTTP analyzer.	25	Experimental	4	JavaScript
31	4xyy/AI-Vuln-Scanner An AI-powered web application vulnerability scanner that automates the...	25	Experimental	29	Python
32	HuantWang/CONCOCTION CONCOCTION is an automated machine learning-based vulnerability detection...	25	Experimental	27	C
33	JakobBartoschek/porthawk Modular async port scanner with ML-powered prioritization, CVE detection,...	25	Experimental	3	Python
34	josh1643/totalrecon A lightweight Python tool for passive reconnaissance, including subdomain,...	24	Experimental	8	Python
35	vVv-Keys/404-DiscoBOT AI-augmented, Discord-integrated, feed-fed, ML-driven, enterprise-grade...	24	Experimental	3	—
36	Mkp-dev-portefolio/cybersecurity-framework A comprehensive cybersecurity framework with AI agents, PKI infrastructure,...	24	Experimental	2	Python
37	SmartSecLab/IoTvulCode IoTvulCode: AI-enabled vulnerability detection in software products designed...	24	Experimental	18	Jupyter Notebook
38	oguarni/terrasafe 🛡️ AI-powered Terraform security scanner combining rule-based detection with...	24	Experimental	2	Python
39	Poeth01/SecureAI-PolicyGuard 🛡️ Protect enterprise data with SecureAI PolicyGuard, an AI-driven platform...	23	Experimental	1	Python
40	rubenpjove/fingerAI This project aims to develop an OS fingerprinting tool based on the...	23	Experimental	6	Jupyter Notebook
41	cyclonite69/shadowcheck-web ShadowCheck SIGINT Forensics Platform - Real-time wireless network analysis	23	Experimental	1	TypeScript
42	Obsidian-Owl/pi-scanner High-performance scanner for detecting Australian Personal Information in...	23	Experimental	1	Go
43	Tamer-Abdelaziz/DLVA Deep Learning Vulnerability Analyzer (DLVA)	23	Experimental	2	—
44	BruinGrowly/Guardian-Cybersecurity-Engine Advanced Cybersecurity Engine Rebuilt on the 4D LJPW Framework	23	Experimental	7	Python
45	rootsploit/Reconator AI-powered reconnaissance framework for bug bounty and security testing	23	Experimental	8	Go
46	Swordship/softnet_guard_test 🧪 Test suite and dataset for softnet_guard — evaluating security model performance	22	Experimental	—	Python
47	HemantBK/MLShield ML-infrastructure-aware anomaly detection system for protecting model...	22	Experimental	—	Python
48	rexcoleman/ai-supply-chain-scanner AI supply chain security scanner: detects ML-specific risks (model weight...	22	Experimental	—	Python
49	nyandro1d/predicting-software-vulnerabilities 🔍 Predict software vulnerability trends using Multi-Recurrent Neural...	22	Experimental	—	—
50	tobias-oss/DeepVex 🔍 Discover web endpoints, analyze parameters, and scan for hidden content...	22	Experimental	—	Go
51	soluzka/antivirus-yara-rules fully equip UltraEncabulator AV	22	Experimental	3	Python
52	tungtits1012/kzxss 🌐 Identify potential XSS points by checking URL parameters for reflection...	22	Experimental	—	Go
53	Semiu/cve-automated-detection Implementation and evaluation of token-based software vulnerability detection systems	22	Experimental	—	Jupyter Notebook
54	Bytez3/aegiz-sdk On-Chain AI Threat Detection SDK for Solana	22	Experimental	—	TypeScript
55	rexcoleman/vuln-prioritization-ml ML-driven vulnerability prioritization: predicting which CVEs get exploited....	22	Experimental	—	Python
56	Subomi-K/securifine 🔒 Enhance safety in fine-tuning large language models for cybersecurity with...	22	Experimental	—	Python
57	melolixodocaralho/mercury-framework 🛡️ Explore Mercury Framework, a safe educational tool for security...	22	Experimental	—	Python
58	rexcoleman/pqc-migration-analyzer Post-quantum crypto migration scanner: detects quantum-vulnerable...	22	Experimental	—	Python
59	jeremysommerfeld8910-cpu/torchload-checker Scan Python repos for unsafe torch.load() and pickle deserialization...	22	Experimental	—	Python
60	ahmed-tabib/VulnCodeBERT CodeBERT for software vulnerability detection	21	Experimental	11	Jupyter Notebook
61	urcuqui/GhostfaceFuzzer A stealthy probe into the weaknesses of AI.	20	Experimental	3	HTML
62	Nion9/ai-data-security-platform AI-powered platform for automated PII detection and data sanitization. Built...	19	Experimental	—	TypeScript
63	HarishB99/application_of_ai_in_cyber_security To investigate the various deep learning techniques available to solve...	19	Experimental	5	Jupyter Notebook
64	yazhsab/qbitel-qrap 🛡️ Enterprise-Grade Quantum Risk Assessment Platform — Assess, score, and...	19	Experimental	—	Go
65	Gowtham3173/GreyOwl-Security GreyOwl Security is an AI-powered cybersecurity platform offering real-time...	18	Experimental	3	Python
66	ethanolivertroy/nmap-GPT This tool helps new security professionals actively learn how to address...	18	Experimental	22	Python
67	wahidpanda/Encryption-Decryption-Quantum-Computing-Project This is capstone project for my Quantum Computing by Qubit by Qubit. In this...	18	Experimental	6	Python
68	maximilianfeldthusen/Advanced-Binary-Vulnerability-Scanner-Using-Machine-Learning This C++ code is an implementation that utilizes machine learning techniques...	17	Experimental	2	C++
69	JuanCS-Dev/V-rtice 🔺 Vértice - Autonomous Cybersecurity Intelligence Platform \| Multi-agent AI...	17	Experimental	2	Python
70	DIMFLIX/Spectrum-Security Antivirus written in Python	16	Experimental	38	Python
71	oracle-samples/ml-model-dynscan A security-focused framework for dynamically scanning and testing machine...	16	Experimental	11	Python
72	nileshkhetrapal/SWTK Experimental MLops toolkit for Cyber work	16	Experimental	4	TypeScript
73	Git-brintsi20/CyberSuite Cybersecurity Applications Suite	16	Experimental	1	TypeScript
74	kishorep26/helix-ai-cyber-immune-system Advanced self-healing AI cyber immune network with holographic interface,...	16	Experimental	1	TypeScript
75	SimranJGill/Federated-Learning-IDS-Smart-Energy-IoT Federated Learning-based Intrusion Detection System for Smart Energy IoT...	16	Experimental	—	—
76	Shaurya1456/AI-Vulverability-Scanner 🔎 Automate vulnerability scanning and remediation using AI to enhance your...	16	Experimental	—	Python
77	Sayan110/soc-vulnerability-scanner AI-powered SOC vulnerability scanner using Nmap, machine learning risk...	15	Experimental	1	HTML
78	joachimhodana/insightguard InsightGuard is AI-powered, free to use and open source, cybersecurity API...	15	Experimental	6	TypeScript
79	besmaguesmi/TriVulQ This repository implements a CNN-based fine-tuning approach for VulBERTa, a...	15	Experimental	5	Python
80	lucien-vallois/zero-trust-architecture-k8s A production-ready zero-trust architecture for Kubernetes featuring Istio...	15	Experimental	—	Shell
81	luckysharma-dev/Sovereignguard-AI AI-powered Zero Trust cyber defense platform with real-time threat...	15	Experimental	1	JavaScript
82	LaBackDoor/predicting-software-vulnerabilities This repository contains the dataset for the paper "Predicting Software...	15	Experimental	—	—
83	Varunpv2005/ai-threat-hunting-platform AI-powered SOC platform with ML threat detection, SOAR automation and...	15	Experimental	1	Python
84	Omgrjevvd/vis-05 🛡️ Build and explore data-driven cybersecurity solutions with machine...	14	Experimental	—	—
85	abyfauzann/cloud-ir-simulation 🛡 Simulate AWS cloud breaches with automated analysis and MITRE ATT&CK...	14	Experimental	—	—
86	johnnyknoxville1337/Sophos-NIS2-Explorer Sophos NIS2 Compliance Board to assess an institutions Cybersecurity Maturity Level	14	Experimental	—	HTML
87	chenxingqiang/WSST The Wireless Security Simulation Toolkit (WSST) is a MATLAB-based library...	14	Experimental	4	MATLAB
88	Rajendra0309/AI-Secure-Data-Intelligence-Platform AI-powered security analysis platform for logs/text/files with...	14	Experimental	—	JavaScript
89	nishu2402/adaptive-vulnerability-risk-scoring Reproducing and Extending the Lim & Muhammad (2024) Framework	14	Experimental	—	Jupyter Notebook
90	Bambiealigned654/REverseKeynote2026 Explore compiler-based obfuscation techniques to improve reverse engineering...	14	Experimental	—	—
91	ebrasha/abdal-xss-ai-engine Abdal XSS AI Engine is an AI-powered tool designed to detect and prevent XSS...	13	Experimental	2	Python
92	yksanjo/smb-security-suite Enterprise-grade security solution for cybersecurity. Provides real-time...	12	Experimental	1	TypeScript
93	rasperon/portscanner AI-Powered Cybersecurity Port Analyzer - Day 1 of 30-Day Hack Tool Challenge...	12	Experimental	3	Go
94	J0Hn-git/SecureScape A web security tool specifically designed to review the code and find the...	12	Experimental	1	JavaScript
95	Aman00015/Secure-AI Secure AI is a comprehensive cybersecurity platform providing multiple...	11	Experimental	—	TypeScript
96	arhaankk/Secura Code Vulnerability Detection System & Auto-Fix	11	Experimental	—	JavaScript
97	Radhendelvadiya/Info_AI_IDS Still making but you can visit once, you love it!! creating robust platform...	11	Experimental	—	Python
98	lambros128/soc-simulator 🛡️ Emulate SOC workflows with our modular framework for threat detection and...	11	Experimental	—	—
99	paultheal1en/Deep-Learning-based-Vulnerability-Detection-Are-We-There-Yet---Reimplement Reimplement empirical study on deep learning-based vulnerability detection...	11	Experimental	—	C
100	lexathegoat/deceptionai AI-driven cybersecurity middleware to detect & disrupt autonomous AI attack agents	11	Experimental	—	JavaScript
101	ABC123USA/nbp Nation Builder Pro ™ - For any county network vulnerabilites can severly...	11	Experimental	2	Shell
102	UncoveredTensor/vulnpath Detection of vulnerable web pages based on a given directory path.	10	Experimental	1	—

Comparisons in this category

ge-sc and ge-sc-machine (35 vs 33)