# 404notf0und/AI-for-Security-Learning

安全场景、基于AI的安全算法和安全数据分析业界实践

Repository: https://github.com/404notf0und/AI-for-Security-Learning
Canonical: https://ross.abutalabs.com/products/ai-for-security-learning
License Family: other
Topics: machine-learning, security, data-mining, data-analysis
Last push: 2021-07-28T09:46:51+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 2861, "days_push": 1862, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1772, forks 343 (observed 2026-08-28T04:05:34.152122+00:00)

## What it is
A curated Chinese-language learning resource collecting articles, papers, and industry practices on applying AI and machine learning to security scenarios. It organizes links by topic including threat intelligence, malware detection, web attack detection, security operations, and adversarial attacks on AI systems.

## Use cases
- learn how machine learning is applied to security detection
- find resources on malware detection with deep learning
- study web attack detection like SQLi and XSS with ML
- research adversarial attacks against AI models and frameworks
- explore security data analysis and threat intelligence practices
- find references for building ML-based WAF or webshell detection

## When to choose
- you want a curated reading list of AI-for-security articles and industry write-ups
- you are an engineer studying security data analysis and ML-based detection
- you need pointers to Chinese-language security ML content

## When to avoid
- you need runnable code or a maintained library
- you need up-to-date content covering recent research
- you need English-only resources

## Facets
- artifact type: learning-resource
- maturity: abandoned
- function: machine-learning, security, nlp, developer-tools
- domain: security, machine-learning, artificial-intelligence, awesome-lists, tutorials
- platform: cross-platform
- tags: curated-list, security-analytics, threat-detection, malware-detection, web-security, adversarial-ml, chinese-language

## Member repositories
- 404notf0und/AI-for-Security-Learning (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:05:34.152122+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:25:56.562991+00:00, confidence not recorded.
  - readme: https://github.com/404notf0und/AI-for-Security-Learning (fetched 2026-08-28T04:05:34.152122+00:00, sha c676613d85af)
- Data as of 2026-08-30T08:39:29.467469+00:00.