Real-Time Threat Detection ML Frameworks

ML systems for detecting security threats, anomalies, and infrastructure failures through continuous monitoring and automated analysis. Does NOT include general cybersecurity frameworks, vulnerability scanners, or compliance management tools without threat detection components.

There are 58 real-time threat detection frameworks tracked. 2 score above 50 (established tier). The highest-rated is SAP/credential-digger at 55/100 with 361 stars.

Get all 58 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=real-time-threat-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	SAP/credential-digger A Github scanning tool that identifies hardcoded credentials while filtering...	55	Established	361	Python
2	mkearney/tweetbotornot 🤖 R package for detecting Twitter bots via machine learning	51	Established	387	R
3	jubins/MachineLearning-Detecting-Twitter-Bots Custom classification algorithm to sense the bots vs human on social media...	49	Emerging	130	Jupyter Notebook
4	KOSASIH/quantum-sentinel Quantum Sentinel is an advanced cybersecurity framework that utilizes...	45	Emerging	24	Python
5	mahostar/EasyShield_v2.5 EasyShield Anti Spoofing AI Model for edge devices (State-of-the-art)...	43	Emerging	58	Python
6	slowmist/automatic-tron-address-clustering We use machine learning and graph algorithms to analyze the attributes of...	38	Emerging	12	Python
7	RescueSocial/Hollywood_Disinformation_Amber-Depp-Musk Social Network Analysis of Disinformation, Platforms, Freelancing around...	37	Emerging	61	HTML
8	ejimeoghenefejiro/bot-account-classification Beginner-friendly machine learning project for classifying bot vs human...	34	Emerging	3	Jupyter Notebook
9	Oyebamiji-Micheal/Detection-of-Social-Bots-using-Machine-Learning Using Random Forest algorithm to detect automated accounts on Twitter and Instagram	33	Emerging	11	Jupyter Notebook
10	arais-labs/sentinel Sentinel is your AI command center for getting things done.	32	Emerging	18	Python
11	adithyaanilkumar/SafeNet A community driven Public Safety project.	32	Emerging	4	JavaScript
12	RuiSiang/PoW-Phalanx Controller for PoW Shield (a layer7 DDoS filter) providing multi-instance utilities.	30	Emerging	11	TypeScript
13	jmanhype/SecuStreamAI SecuStreamAI is a comprehensive security event processing system designed to...	30	Emerging	1	Python
14	galafis/secure-financial-api-gateway Secure API gateway designed for financial services. Features OAuth2/JWT...	29	Experimental	1	Python
15	codehouseRBLX/AntiBot The newest way to detect scam bots in your Roblox game using machine learning	29	Experimental	7	JavaScript
16	din0s/ml-for-bot-detection A Python notebook showcasing the use of Machine Learning for the task of bot...	29	Experimental	14	Jupyter Notebook
17	acm-iem/Twitter-Bot In this project, we will use Machine Learning techniques to predict weather...	29	Experimental	9	Jupyter Notebook
18	Komorebi660/Twitter-BotDetect 首届社交群体智能算法大赛【赛题1：社交媒体舆论场虚假账号检测】第三名(0.8248)方案	27	Experimental	12	Python
19	SH-Nihil-Mukkesh-25/bharatnet-sentinel-ai BharatNet Sentinel AI is a software-only AI system designed to improve the...	26	Experimental	1	JavaScript
20	CircleTheMan/enterprise-security-shield 🛡️ Enhance PHP apps with strong security middleware, including honeypots,...	26	Experimental	2	PHP
21	itzdineshx/BlockBuster BlockBuster: AI-Driven Cryptocurrency Transaction Flow Analysis for Dark Web...	26	Experimental	—	Jupyter Notebook
22	copyleftdev/scrybe High-fidelity, Rust-powered browser observation system for bot detection...	25	Experimental	2	Rust
23	M4hmood/SmartShield this is a an AI-powered infrastructure solution to automate cybersecurity...	24	Experimental	3	HTML
24	dkv204p/GigShield-AI AI-powered parametric insurance for India's 8M+ gig workers. Auto-triggered...	24	Experimental	—	JavaScript
25	DHANUSHGCODE/AI-Powered-Security-Monitoring-Threat-Detection-Platform A GSOC-level AI-Powered Security Monitoring Platform that allows real-time...	23	Experimental	1	TypeScript
26	souzz-wav/SentinelNav 🔍 Analyze binary data effortlessly with SentinelNav, a pure Python tool for...	22	Experimental	—	Python
27	Spoonbillguru666/sentinel Scan MCP servers and Docker containers for security misconfigurations to...	22	Experimental	—	Python
28	andersthemagi/ai-scam-detection Protecting tech-disadvantaged individuals from scams using the power of AI	22	Experimental	2	Python
29	arapgechina24-lgtm/NSSPIP AI-Powered National Security and Smart Policing Intelligence Platform...	22	Experimental	1	TypeScript
30	richdz12/traffic-guard 🛡️ Block port scanners effectively using iptables and ipset, with logging...	21	Experimental	—	Go
31	hussienesmail/sentinel 🔍 Monitor your system's health with Sentinel, a lightweight tool that offers...	21	Experimental	—	TypeScript
32	iam-weijie/bot-or-not 2026 McHacks Bot or Not Challenge	21	Experimental	—	Jupyter Notebook
33	IamXeoth/neurosentinel 🧠 NeuroSentinel: Early-stage research project developing a neuromorphic...	19	Experimental	2	—
34	arhcoder/QuintuSCAN 🧱 [🏅TALENT LAND HACKATHON FINALIST] Desktop system with Artificial...	19	Experimental	3	Jupyter Notebook
35	Smartshield-INSAT/Prototype Smartshield Project Guideline simulating an entire architecture	18	Experimental	2	Python
36	harshil748/Sentinel-Shield Sentinel Shield is a real-time AI surveillance platform designed to detect...	18	Experimental	1	JavaScript
37	ZRDAX/SehenOS SehenOS - Um sistema operacional elegante e intuitivo para análise de...	17	Experimental	1	JavaScript
38	Itz-Shashwat/sentinelAI Sentinel AI is a cybersecurity project that leverages Generative Adversarial...	16	Experimental	1	JavaScript
39	arpitpatel1364/Sentrix-AI Sentrix AI is a distributed, autonomous security mesh bridging the gap...	15	Experimental	1	Python
40	tanyarw/bot-or-not A graph ML project exploring static vs. temporal GNNs for Twitter bot...	15	Experimental	2	Jupyter Notebook
41	nihitagarwal2006-cloud/ai-financial-threat-intelligence FinSentinel — Detect financial scams instantly using AI. Supports messages,...	15	Experimental	—	HTML
42	Shrief-Salama/Sentinel Deliver real-time AI-driven cybersecurity monitoring and threat intelligence...	14	Experimental	—	TypeScript
43	fangthewhite/VertexGuard Monitor threats, manage incidents, and configure systems in real time with a...	14	Experimental	—	TypeScript
44	Twilightpixie/Aurora-SIEM AI-native SIEM with ML threat detection	14	Experimental	—	Python
45	harishr-27/ai-parametric-insurance-gig-workers AI-powered parametric insurance platform for gig workers with real-time risk...	14	Experimental	—	—
46	Shobhanashankar/KawaachAI KawaachAI is a cloud-native, zero-touch parametric income insurance...	14	Experimental	—	—
47	Murashidzi/SecureSME-Platform An experimental cloud-native runtime security framework utilizing eBPF...	14	Experimental	—	Python
48	snowkluster/SEIM A Custom SIEM platform for log monitoring and threat detection.	14	Experimental	—	JavaScript
49	Daccors/Sentinel Real-time IAM threat detection engine using Kafka, Elasticsearch and Isolation Forest	14	Experimental	—	Python
50	MileMannnnnn/CyborgShield 🛡️ Protect your applications with CyborgShield, an advanced security...	14	Experimental	—	C#
51	rachit-jain123/campusshield-ai ML based security system detecting malicious URL, text and documents using...	14	Experimental	—	JavaScript
52	bhanukaranwal/Satyashield 🛡️ AI-powered securities market fraud detection platform for India....	13	Experimental	—	TypeScript
53	Anish-2005/Traceveil 🛡️ A real-time, multi-modal behavioral AI system for detecting transaction...	13	Experimental	—	TypeScript
54	shrys1976/Sentinel Sentinel is an ML data quality platform that detects leakage, imbalance,...	13	Experimental	—	TypeScript
55	jorgenavarro13/pruebaSentinel Sentinel	12	Experimental	1	TypeScript
56	SentryPeer/SentryPeerCSV Parse a CSV file of Call Data Records (CDRs) and check the SentryPeerHQ API...	11	Experimental	—	Elixir
57	pranit27-debug/SAFENET a tool that not only provides advanced location tracking and device control...	11	Experimental	2	—
58	YangYang-Research/whale-sentinel-services The Whale Sentinel Services	11	Experimental	—	Shell