9-day current streak·9-day longest streak
👋 Hi, I'm Sheng-Shan Chen (stwater20) Welcome to my GitHub profile! Here's a quick look at my activity and stats. --- 📊 My Programming Stats --- 🐍 Contribution Snake Watch…
👋 Hi, I'm Sheng-Shan Chen (stwater20)
Welcome to my GitHub profile! Here's a quick look at my activity and stats.


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📊 My Programming Stats
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🐍 Contribution Snake
Watch my GitHub contributions get eaten by a snake! (auto-updated every 24h by GitHub Actions)
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🔗 Links and Resources
---💬 Support This Project

This repository is maintained by Sheng-Shan Chen. If you find these materials helpful, please consider supporting his open-source cybersecurity community:
https://sectools.tw – A curated platform for threat intelligence tools, labs, and educational content.
Your support helps grow high-quality, practitioner-driven resources for the next generation of security learners.
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NER-BERT-CRF-for-CTI ★ PINNED
Enhancing Cyber Threat Intelligence with Named Entity Recognition using BERT-CRF
Jupyter Notebook ★ 18 1y agoExplain → -
stwater20.github.io ★ PINNED
the website of Sheng-Shan Chen
HTML ★ 3 12d agoExplain → -
AIS3-2024-Material ★ PINNED
AIS3 2024 情資運用及防禦的課堂教材
Jupyter Notebook ★ 48 1y agoExplain → -
NTNU-AIS-YARA-Course ★ PINNED
臺灣師範大學資訊工程系 - 高等資安攻防教材
Jupyter Notebook ★ 8 10mo agoExplain → -
AIS3-2025-Material ★ PINNED
AIS3 2025 課程教材 - 典範轉移:AI 時代的情資運用及防禦
Jupyter Notebook ★ 46 11mo agoExplain → -
AIS3-2026-Material ★ PINNED
AIS3 2026 - AI 資安應用實作與模型安全
Jupyter Notebook ★ 51 13h agoExplain → -
taiwan-security-deadlines
No description.
HTML ★ 29 12d agoExplain → -
gold-hand-training
金手程式設計培訓課程教材
Jupyter Notebook ★ 10 5d agoExplain → -
Anti-Fraud-Blacklist
There are many illegal groups using the telephone operating system or SMS to steal personal data. This project is a blacklist collected by Taiwan fraud groups, welcome to share and use.
★ 6 3y agoExplain → -
ais3_E7_k8s_security
No description.
Python ★ 6 5y agoExplain → -
RANsomCheck
RANsomCheck: A CNN-Transformer Model for Malware Detection Based on API Call Sequences
HTML ★ 5 6mo agoExplain → -
Installation-Guide-for-DOMjudge
No description.
Python ★ 5 2y agoExplain → -
Event-Extraction-from-Threat-Report-Using-Language-Model
No description.
Jupyter Notebook ★ 4 2y agoExplain → -
cryptohack
writeup
Python ★ 4 5y agoExplain → -
isoon-RAG
No description.
Python ★ 3 2y agoExplain → -
CNN-for-Sentence-Classification-in-Keras ⑂
Convolutional Neural Networks for Sentence Classification in Keras
★ 2 7y agoExplain → -
ArxCite
Semantic Search in Academic Papers Frin ArXiv Using Embedding Models
Jupyter Notebook ★ 2 1y agoExplain → -
CmdCaliper-Lab ⑂
[EMNLP 2024] CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research
Jupyter Notebook ★ 2 1y agoExplain → -
HITCON-2023-Hacking-101
Elk on Sesame Street - Cybersecurity Analysis in Action with ELK and BERT
Jupyter Notebook ★ 2 1y agoExplain → -
ELKtoMISP
ELK data export to MISP using python
Jupyter Notebook ★ 2 3y agoExplain → -
Tip_teacher_evaluation
No description.
TeX ★ 2 6y agoExplain → -
GenshinImapct_HarpPlay
This is a program that can play music by inputting digital numbered musical notation.
Python ★ 2 5y agoExplain → -
php_defense
Simple Demo
PHP ★ 2 5y agoExplain → -
hackthebox
writeup
C ★ 2 4y agoExplain → -
stwater20
No description.
★ 1 17h agoExplain → -
wedding-venues
💐 台北婚宴場地比較神器:55+ 家飯店價格/桌數/照片一鍵篩選,情侶雙人即時同步收藏與加密備註,純靜態免資料庫
HTML ★ 1 14d agoExplain → -
GraphGAN ⑂
A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
★ 1 6y agoExplain → -
EXTRACTOR ⑂
No description.
★ 1 3y agoExplain → -
sentemb ⑂
No description.
★ 1 3y agoExplain → -
rcATT ⑂
A python app to predict Att&ck tactics and techniques from cyber threat reports
★ 1 2y agoExplain → -
Med-BERT ⑂
Med-BERT, contextualized embedding model for structured EHR data
★ 1 2y agoExplain → -
Awesome-Cybersecurity-Datasets ⑂
A curated list of amazingly awesome Cybersecurity datasets
★ 1 2y agoExplain → -
11301-NSPT-Team11
NS&PT Team 11 - Using AI Computer Vision in Your OSINT Data Analysis
Jupyter Notebook ★ 1 1y agoExplain → -
bigdata
No description.
Python ★ 1 1y agoExplain → -
is1ab.github.io ⑂
A new version of Is1ab website based on Vite + React
TypeScript ★ 1 1y agoExplain → -
TTPDrill-0.5 ⑂
TTPDrill focuses on developing automated and context-aware analytics of cyber threat intelligence to accurately learn attack patterns (TTPs) from commonly available CTI sources in order to timely implement cyber defense actions.
★ 1 6y agoExplain → -
solidity_practice
solidity_practice
JavaScript ★ 1 5y agoExplain → -
BERT-BiLSTM-CRF-NER ⑂
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
★ 1 5y agoExplain → -
flask_bcrypt
Simple Tutorial
Python ★ 1 5y agoExplain → -
JMeter_SSE
Server-Sent Events with Groovy
Groovy ★ 1 5y agoExplain → -
CTF-Eavesdrop
No description.
★ 1 5y agoExplain → -
pwntools-lab
No description.
C ★ 1 4y agoExplain → -
bufferoverflow-exploit
No description.
Python ★ 1 4y agoExplain → -
opencti_docker_alienvault
No description.
★ 1 4y agoExplain → -
CTI_Twitter
ithome security - cyber threat intelligence lab - day 14
Python ★ 1 3y agoExplain → -
anti-fraud-LINE
詐騙 LINE ID 查詢網站
HTML ★ 1 3y agoExplain → -
injection101-sql-demo
Hitcon 2022 Workshop - Injection 101 Lab
SCSS ★ 1 3y agoExplain → -
cdx_tutorial
No description.
★ 1 3y agoExplain → -
girlfriend-scratch-off
There is a gift game for girlfriend
HTML ★ 1 3y agoExplain → -
gisp ⑂
Generalized Interval-extended Sequential Pattern mining (GISP)
Python ★ 1 3y agoExplain → -
drchen ⑂
No description.
Python ★ 1 3y agoExplain → -
pycti_search_report_by_ioc
OpenCTI 5.3.17 - pycti
Python ★ 1 3y agoExplain → -
the-url
short URL transfer tool
Python ★ 1 3y agoExplain → -
Anxun-isoon ⑂
I-SOON/Anxun leak related stuff
Jupyter Notebook ★ 1 2y agoExplain → -
LeetCode
No description.
Python ★ 1 2y agoExplain → -
SG-Lab2
No description.
★ 1 2y agoExplain → -
sec-deadlines.github.io ⑂
Deadline countdowns for academic conferences in Security and Privacy
HTML ★ 1 2y agoExplain → -
CLRS ⑂
📚 Solutions to Introduction to Algorithms Third Edition
★ 1 2y agoExplain → -
Knowledge-enhanced-Attack-Graph ⑂
AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports
Jupyter Notebook ★ 1 3y agoExplain → -
Classify-three-of-animals-with-CNN
No description.
Python ★ 1 3y agoExplain → -
MITRE-ATTCK-Technique-and-Procedure-Dataframe
No description.
Jupyter Notebook ★ 1 3y agoExplain → -
STIX2toMISP
stix2.1 bundle to MISP with python
Jupyter Notebook ★ 1 3y agoExplain → -
ConflictCTF ⑂
Let you know how to solve the conflict.
Python ★ 1 2y agoExplain → -
SecurityProgramming-MEM
Security Programming - Rule 08. Memory Management (MEM)
C ★ 1 2y agoExplain → -
just-click
No description.
CSS ★ 1 2y agoExplain → -
web-calculator
No description.
HTML ★ 1 2y agoExplain → -
trend
台灣即時熱搜排行榜 - 一頁掌握今天大家都在搜什麼
HTML ★ 0 20h agoExplain → -
oil-price-predictor
下週油價預測|中油汽柴油漲跌 AI 預測,每週自動訓練+準確度公開 | Taiwan CPC fuel price weekly prediction
HTML ★ 0 3d agoExplain → -
thesis-defense-survival
No description.
HTML ★ 0 6d agoExplain → -
central-mountain-range
No description.
HTML ★ 0 8d agoExplain → -
still-under-review
No description.
HTML ★ 0 10d agoExplain → -
cant-write-my-paper
No description.
HTML ★ 0 11d agoExplain → -
we-are-pleased-to-inform-you
No description.
HTML ★ 0 11d agoExplain → -
we-regret-to-inform-you
No description.
HTML ★ 0 11d agoExplain → -
password-checker
No description.
HTML ★ 0 12d agoExplain → -
ntpc-trash-countdown
新北市垃圾車時間查詢|垃圾車幾點到?即時倒數+日曆提醒 | NTPC garbage truck schedule lookup with countdown & calendar reminders
HTML ★ 0 12d agoExplain → -
taiwan-holiday-countdown
2026-2027 台灣連假倒數&請假攻略 | Taiwan holiday countdown & leave-hacking guide
HTML ★ 0 12d agoExplain → -
typhoon
🌀 颱風假機率計算器:依法規門檻+近10年各縣市歷史數據估算隔天放假機率的純前端小工具
HTML ★ 0 12d agoExplain → -
discharge-countdown
退伍倒數:依內政部役政司官方規則計算的台灣役期倒數網站
HTML ★ 0 13d agoExplain → -
wedding-planner
給準新人的婚禮籌備指南
JavaScript ★ 0 13d agoExplain → -
Hybrid-Framework-for-High-Precision-Vulnerability-Validation ⑂
Hybrid Framework for High-Precision Vulnerability Validation Using Code Property Graphs and Large Language Models
Python ★ 0 1mo agoExplain → -
CTI-HAL ⑂
No description.
★ 0 1y agoExplain → -
sql-injection-payload-list ⑂
🎯 SQL Injection Payload List
★ 0 2y agoExplain → -
I-S00N ⑂
No description.
★ 0 2y agoExplain →
No repos match these filters.