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 69 real-time threat detection frameworks tracked. The highest-rated is SAP/credential-digger at 48/100 with 361 stars.

Get all 69 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	SAP/credential-digger A Github scanning tool that identifies hardcoded credentials while filtering...	48	Emerging	361	Python
2	mkearney/tweetbotornot 🤖 R package for detecting Twitter bots via machine learning	44	Emerging	387	R
3	jubins/MachineLearning-Detecting-Twitter-Bots Custom classification algorithm to sense the bots vs human on social media...	42	Emerging	130	Jupyter Notebook
4	KOSASIH/quantum-sentinel Quantum Sentinel is an advanced cybersecurity framework that utilizes...	41	Emerging	24	Python
5	mahostar/EasyShield_v2.5 EasyShield Anti Spoofing AI Model for edge devices (State-of-the-art)...	37	Emerging	58	Python
6	cywf/sentinel-project The Sentinel Project is an advanced security system designed to protect...	36	Emerging	2	TypeScript
7	ejimeoghenefejiro/bot-account-classification Beginner-friendly machine learning project for classifying bot vs human...	34	Emerging	3	Jupyter Notebook
8	arais-labs/sentinel Sentinel is your AI command center for getting things done.	33	Emerging	18	Python
9	slowmist/automatic-tron-address-clustering We use machine learning and graph algorithms to analyze the attributes of...	31	Emerging	12	Python
10	RescueSocial/Hollywood_Disinformation_Amber-Depp-Musk Social Network Analysis of Disinformation, Platforms, Freelancing around...	30	Emerging	61	HTML
11	itzdineshx/BlockBuster BlockBuster: AI-Driven Cryptocurrency Transaction Flow Analysis for Dark Web...	26	Experimental	—	Jupyter Notebook
12	Oyebamiji-Micheal/Detection-of-Social-Bots-using-Machine-Learning Using Random Forest algorithm to detect automated accounts on Twitter and Instagram	26	Experimental	11	Jupyter Notebook
13	adithyaanilkumar/SafeNet A community driven Public Safety project.	25	Experimental	4	JavaScript
14	CircleTheMan/enterprise-security-shield 🛡️ Enhance PHP apps with strong security middleware, including honeypots,...	24	Experimental	2	PHP
15	dkv204p/GigShield-AI AI-powered parametric insurance for India's 8M+ gig workers. Auto-triggered...	24	Experimental	—	JavaScript
16	SH-Nihil-Mukkesh-25/bharatnet-sentinel-ai BharatNet Sentinel AI is a software-only AI system designed to improve the...	24	Experimental	1	JavaScript
17	galafis/secure-financial-api-gateway Secure API gateway designed for financial services. Features OAuth2/JWT...	23	Experimental	1	Python
18	RuiSiang/PoW-Phalanx Controller for PoW Shield (a layer7 DDoS filter) providing multi-instance utilities.	23	Experimental	11	TypeScript
19	arapgechina24-lgtm/NSSPIP AI-Powered National Security and Smart Policing Intelligence Platform...	23	Experimental	1	TypeScript
20	jmanhype/SecuStreamAI SecuStreamAI is a comprehensive security event processing system designed to...	23	Experimental	1	Python
21	ReinerCPrecillas/Peek 📊 Monitor your macOS network in real-time with Peek—get instant insights on...	23	Experimental	1	—
22	DHANUSHGCODE/AI-Powered-Security-Monitoring-Threat-Detection-Platform A GSOC-level AI-Powered Security Monitoring Platform that allows real-time...	23	Experimental	1	TypeScript
23	anhtdang92/argus Open-source cyber threat detection & intelligence platform. Palantir-grade...	23	Experimental	1	Python
24	richdz12/traffic-guard 🛡️ Block port scanners effectively using iptables and ipset, with logging...	22	Experimental	—	Go
25	Spoonbillguru666/sentinel Scan MCP servers and Docker containers for security misconfigurations to...	22	Experimental	—	Python
26	souzz-wav/SentinelNav 🔍 Analyze binary data effortlessly with SentinelNav, a pure Python tool for...	22	Experimental	—	Python
27	hussienesmail/sentinel 🔍 Monitor your system's health with Sentinel, a lightweight tool that offers...	22	Experimental	—	TypeScript
28	Xyness/Sentinel Sentinel is a Big Data platform that analyzes crypto data in real time to...	22	Experimental	—	Python
29	codehouseRBLX/AntiBot The newest way to detect scam bots in your Roblox game using machine learning	22	Experimental	7	JavaScript
30	din0s/ml-for-bot-detection A Python notebook showcasing the use of Machine Learning for the task of bot...	22	Experimental	14	Jupyter Notebook
31	acm-iem/Twitter-Bot In this project, we will use Machine Learning techniques to predict weather...	22	Experimental	9	Jupyter Notebook
32	copyleftdev/scrybe High-fidelity, Rust-powered browser observation system for bot detection...	21	Experimental	2	Rust
33	yksanjo/vpc-guardian Enterprise-grade security solution for business operations. Provides...	20	Experimental	1	TypeScript
34	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	20	Experimental	12	Python
35	iam-weijie/bot-or-not 2026 McHacks Bot or Not Challenge	19	Experimental	—	Jupyter Notebook
36	BruinGrowly/FortiGate-Semantic-Shield FortiGate Shield Based on the Semantic Substrate Engine	18	Experimental	3	Python
37	M4hmood/SmartShield this is a an AI-powered infrastructure solution to automate cybersecurity...	17	Experimental	3	HTML
38	shieldx-bot/shieldx Open Source : ShieldX is an advanced cloud security platform that protects...	17	Experimental	2	Go
39	nihitagarwal2006-cloud/ai-financial-threat-intelligence FinSentinel — Detect financial scams instantly using AI. Supports messages,...	16	Experimental	—	HTML
40	f9-o/NPPCS Sentinel is a bilingual predictive system (English/Arabic) designed to...	16	Experimental	1	TypeScript
41	andersthemagi/ai-scam-detection Protecting tech-disadvantaged individuals from scams using the power of AI	15	Experimental	2	Python
42	arpitpatel1364/Sentrix-AI Sentrix AI is a distributed, autonomous security mesh bridging the gap...	15	Experimental	1	Python
43	KL-2300032590/gigshield-ai-insurance AI-powered parametric insurance system that protects gig economy delivery...	14	Experimental	—	—
44	agdanish/Zynvaro Zynvaro — AI-Powered Parametric Income Shield for India's Q-Commerce Gig...	14	Experimental	—	HTML
45	MileMannnnnn/CyborgShield 🛡️ Protect your applications with CyborgShield, an advanced security...	14	Experimental	—	C#
46	Murashidzi/SecureSME-Platform An experimental cloud-native runtime security framework utilizing eBPF...	14	Experimental	—	Python
47	Shrief-Salama/Sentinel Deliver real-time AI-driven cybersecurity monitoring and threat intelligence...	14	Experimental	—	TypeScript
48	fangthewhite/VertexGuard Monitor threats, manage incidents, and configure systems in real time with a...	14	Experimental	—	TypeScript
49	harishr-27/ai-parametric-insurance-gig-workers AI-powered parametric insurance platform for gig workers with real-time risk...	14	Experimental	—	—
50	Shobhanashankar/KawaachAI KawaachAI is a cloud-native, zero-touch parametric income insurance...	14	Experimental	—	—
51	Twilightpixie/Aurora-SIEM AI-native SIEM with ML threat detection	14	Experimental	—	Python
52	SALT363/spear 🔍 Monitor user activity and system events in real-time with Spear’s...	14	Experimental	—	Go
53	rachit-jain123/campusshield-ai ML based security system detecting malicious URL, text and documents using...	14	Experimental	—	JavaScript
54	Daccors/Sentinel Real-time IAM threat detection engine using Kafka, Elasticsearch and Isolation Forest	14	Experimental	—	Python
55	Itz-Shashwat/sentinelAI Sentinel AI is a cybersecurity project that leverages Generative Adversarial...	14	Experimental	1	JavaScript
56	Murashidzi/sentinel-ebpf Runtime container security research system using eBPF syscall telemetry and...	14	Experimental	—	—
57	curiousvlxd/sentinel 🔭 Autonomous satellite anomaly detection using time-series telemetry with...	13	Experimental	2	C#
58	IamXeoth/neurosentinel 🧠 NeuroSentinel: Early-stage research project developing a neuromorphic...	13	Experimental	2	—
59	abhiii9vvv/Bot_Detection_System MERN stack AI-powered bot detection system with behavioral analysis,...	13	Experimental	—	JavaScript
60	snowkluster/SEIM A Custom SIEM platform for log monitoring and threat detection.	12	Experimental	—	JavaScript
61	arhcoder/QuintuSCAN 🧱 [🏅TALENT LAND HACKATHON FINALIST] Desktop system with Artificial...	12	Experimental	3	Jupyter Notebook
62	harshil748/Sentinel-Shield Sentinel Shield is a real-time AI surveillance platform designed to detect...	12	Experimental	1	JavaScript
63	Smartshield-INSAT/Prototype Smartshield Project Guideline simulating an entire architecture	11	Experimental	2	Python
64	bhanukaranwal/Satyashield 🛡️ AI-powered securities market fraud detection platform for India....	11	Experimental	—	TypeScript
65	shrys1976/Sentinel Sentinel is an ML data quality platform that detects leakage, imbalance,...	11	Experimental	—	TypeScript
66	Anish-2005/Traceveil 🛡️ A real-time, multi-modal behavioral AI system for detecting transaction...	11	Experimental	—	TypeScript
67	muskan-khushi/VeritasStream AI-powered forensic intelligence platform that detects cyber threats in...	11	Experimental	—	JavaScript
68	YangYang-Research/whale-sentinel-services The Whale Sentinel Services	11	Experimental	—	Shell
69	ZRDAX/SehenOS SehenOS - Um sistema operacional elegante e intuitivo para análise de...	10	Experimental	1	JavaScript