risk-scoring

RugWatch is a real-time Solana rugpull and honeypot detection bot. It monitors new token launches across major DEX ecosystems, analyzes on-chain risk signals (authorities, liquidity, trading rules), and alerts via Telegram and Discord with a clear risk score.

telegram-bot discord-bot web3 dex amm blockchain-security risk-scoring rugpull on-chain-analysis spl-token raydium meteora token-launch pumpfun rugpull-detection-bot scam-token-detection-bot homeypot

UpdatedSep 11, 2025
TypeScript

pardnchiu /go-ip-sentry

Star11

A Go-based IP security protection package providing real-time threat detection, dynamic risk scoring, device fingerprinting, and multi-layered security mechanisms.

golang rate-limiting threat-detection risk-scoring pardnchiu

UpdatedJul 21, 2025
Go

AmirhosseinHonardoust /How-AI-Detects-Rugpulls

Star11

A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans detect them. Covers Solidity pattern mining, mint abuse detection, blacklist/fee manipulation signals, ML-inspired scoring models, and how to quantify ERC-20 token scam probability.

data-science machine-learning static-analysis smart-contracts cybersecurity solidity web3 feature-engineering erc20 security-research ai-security blockchain-security tokenomics decentralized-finance risk-scoring defi-security smart-contract-auditing token-security rugpull-detection ml-in-blockchain

UpdatedNov 19, 2025

AmirhosseinHonardoust /Onchain-Security-Suite

Star10

A complete Web3 security toolkit combining AI-powered token auditing, ML-based deployer reputation scoring, and live Etherscan V2 data. Includes static analysis for rugpull detection, RandomForest reputation modeling, contract-fetching automation, and Solidity on-chain registries for transparent, reproducible security insights.

python machine-learning static-analysis scikit-learn smart-contracts cybersecurity solidity web3 erc20 security-tools etherscan-api blockchain-security risk-scoring defi-security web3-security onchain-analytics smart-contract-auditing token-auditing rugpull-detection deployer-reputation

UpdatedNov 20, 2025
Python

AmirhosseinHonardoust /ML-Powered-Token-Launch-Auditor

Star10

A hybrid Solidity + Python security toolkit that analyzes ERC-20 token contracts using static pattern extraction and ML-inspired scoring. Detects mint backdoors, blacklist controls, fee manipulation, trading locks, and rugpull mechanics. Outputs interpretable risk scores, labels, and structured features for deeper analysis.

python static-analysis smart-contracts cryptocurrency cybersecurity solidity web3 feature-engineering erc20 security-tools solidity-analysis audit-automation blockchain-security decentralized-finance risk-scoring ml-security defi-security token-auditing rugpull-detection heuristic-models

UpdatedNov 17, 2025
Solidity

AmirhosseinHonardoust /ML-Meets-Etherscan-Realtime-Scanner

Star9

AI-powered real-time smart contract scanner that connects Machine Learning with Etherscan V2 to analyze newly deployed contracts instantly. Fetches verified Solidity code, performs static risk analysis, computes ML-driven deployer trust scores, and generates full security intelligence pipelines for Web3 threat detection.

python machine-learning static-analysis scikit-learn ethereum smart-contracts cybersecurity solidity web3 contract-analysis etherscan real-time-monitoring blockchain-security risk-scoring onchain-data defi-security web3-security token-auditing rugpull-detection deployer-reputation

UpdatedNov 20, 2025

AmirhosseinHonardoust /Token-Tax-Abuse-Science

Star2

A deep technical exploration of how malicious smart-contract developers weaponize fee logic in ERC-20 tokens. Covers dynamic tax flipping, hidden sell traps, fee obfuscation, whitelist-based bypasses, liquidity-drain funnels, attack timelines, forensic analysis, mathematical modeling, and ML-powered detection strategies for tax abuse.

machine-learning static-analysis ethereum smart-contracts cybersecurity solidity web3 contract-analysis security-research blockchain-security tokenomics risk-scoring honeypot-detection defi-security transaction-fees rugpull-detection token-tax fee-manipulation malicious-contracts tax-abuse

UpdatedNov 22, 2025

prysaic-labs /OpenSiteTrust

Star2

OpenSiteTrust is an open, explainable, and reusable website scoring ecosystem

open-data browser-extension crowdsourcing open-api trust-and-safety explainable-ai privacy-by-design security-headers phishing-detection reputation-system risk-scoring trust-score url-analysis brand-impersonation community-moderation scam-detection misinformation-detection domain-intelligence website-trust

UpdatedAug 20, 2025
Python

u3ffrzi /covid-vaccine-allocation-and-risk-scoring-of-people

Star1

National-scale vaccine distribution system deployed during COVID-19. Used by Iranian Ministry of Health to optimize allocation for 90 million people. VBA-based optimization engine for crisis response decision support

optimization public-health risk-scoring covid-19 crisis-response resorce-allocation

UpdatedSep 25, 2025
VBA

AmirhosseinHonardoust /Token-Genome

Star1

A research-grade framework for extracting, classifying, and analyzing the “genetic” behavior of smart contract tokens. Identifies economic traits, supply mutations, fee patterns, permission risks, upgradeability vectors, and scam species using a structured gene taxonomy with risk scoring, HTML reports, and token comparison tools.

genomics static-analysis smart-contract-tools solidity-analysis tokenomics risk-scoring solidity-tools smart-contract-security token-classification upgradeable-contracts defi-security blockchain-research contract-auditing token-security economic-security rugpull-detection erc20-analysis contract-behavior fee-tokenomics blacklist-detection

UpdatedNov 29, 2025
HTML

zimolzak /py-medical-functions

Star1

A collection of medical calculations in Python. Example: MELD score for liver disease.

medicine medical meld risk-scores risk-score liver-disease risk-scoring

UpdatedMay 26, 2023
Python

Yash9907 /multi-agent-route-safety

Star1

A multi-agent AI system using Google AI Agent SDK and Gemini to analyze real-time route safety (crime, weather, lighting) and optimize navigation.

python machine-learning ai mapping geospatial pathfinding multi-agent-systems autonomous-agents ai-agents route-optimization openweather google-ai real-time-analysis risk-scoring google-ai-platform route-safety openrouteservices llm-agents gemini-pro safety-analysis

UpdatedNov 16, 2025
Python

akinyeraakintunde /enterprise-risk-intelligence-engine

Star1

Python-based enterprise risk engine for log analysis, anomaly detection, KRI-based scoring and automated narrative reporting. Designed for SMEs, cybersecurity teams and governance functions as part of UK Global Talent technical evidence. A collaborative project by Ibrahim Akinyera (AI/ML Lead) and Busayo Odukoya (Technology Risk Expert).

python machine-learning log-analysis cybersecurity governance anomaly-detection risk-analytics risk-scoring tech-nation-evidence