Computer Science Resources for Cybersecurity
A collection of CS tools, software, libraries, learning tutorials, frameworks, academic and practical resources for Computer Science students in Cybersecurity. Thanks to all contributors, you're awesome and wouldn't be possible without you! Our goal is to build a categorized community-driven collection of very well-known resources
Table of Contents
- General CS
- Learning Platforms
- Algorithms
- Languages
- Computer Graphics
- Encryption & Hashing
- Networks
- Compilers
- Machine Learning
- YouTube
- Podcasts
- Mathematics
- Physics
- Digital Electronics
- Games & Contests
- Malware Analysis
- Miscellaneous
General CS
- Computer Science Books (Shodan)
- Free Programming Books (VHF Repo)
- Computer Science (Open Source Society)
- 621+ Programming Resources
- 30 Free Programming eBooks
- Curated List of Awesome Lists
- Shared Tech Resources
- Papers We Love
- Become a Programmer, Motherfucker
- DevDocs - Multiple Documentations
- Awesome BR
- Build a Modern Computer from First Principles
- Today I Learned (TIL)
- Complexity Zoo
- Big O Complexity Cheat Sheet
- Computer Science from the Bottom Up
- Computer Science Field Guide
- Translating Mathematics into Code
- Learn Enough to Be Dangerous
- Programming Languages Paradigms
- Dictionary of Algorithms and Data Structures
- SyntaxDB
- ExplainShell
- CS50
Learning Platforms
- Code
- Coursera CS
- KhanAcademy CS
- EdX CS
- Udemy Development (Free)
- Udemy IT & Software (Free)
- Stanford Courses
- Cybrary.IT
- Computer Science and Electrical Engineering (MIT)
- Computer Science and Electrical Engineering (Audio & Video, MIT)
Algorithms
- Material recomendado
Languages
C & C++
- Learn C The Hard Way
- C Progressivo
- C Completo e Total
- Linguagem C
- Learn C
- C++ Complete Reference
- Learn C++
- Geeks4Geeks C
- Teach Yourself C in 24 Hours
- Stanford CS Education Library
- C Gibberish ↔ English
- Clockwise/Spiral Rule
- OOC
- UNIX System Calls and Subroutines using C
- IAR Advanced preprocessor tips and tricks
- Organizing Code Files in C and C++
Python
- Automate The Boring Stuff With Python
- The Hitchhiker’s Guide to Python!
- Python Programming
- Open Sourcing a Python Project the Right Way
- The Best Way to Learn Python
- Python Classes and OOP
- Async/await in Python 3.5
- Por que há tantos Pythons?
- Python Tutor
- Anaconda
Ruby
- Learn Ruby The Hard Way
- Humble Little Ruby Book
- Poignant Guide to Ruby
- Learn to Program
- Ruby Koans
- Awesome Ruby
- Ruby Monk
- Ruby em Vinte Minutos
- Try Ruby
- Writing a compiler in Ruby, bottom up
- Pocket Programming - Ruby/Rails
Perl
- Learn Perl in about 2 hours 30 minutes
- Modern Perl
- Impatient Perl
- Learning Perl the Hard Way
- Beginning Perl
Java
PHP
Javascript
- Eloquent Javascript
- You Don't Know JS
- The Entire JS Language in One Image
- JS: The Right Way
- JavaScript for Cats
HTML/CSS
SQL
- SQL Completo - Softblue
- A Simple Guide to Five Normal Forms in Relational Database Theory
- The Codex » Do Not Pass This Way Again
R
- Code School - Try R
- R Programming Tutorials
- R by example
- The R Language
- CRAN: Manuals
- swirl: Learn R, in R.
Haskell
- YBlog - Learn Haskell Fast and Hard
- Learn You a Haskell for Great Good!
- Aprender Haskell será um grande bem para você!
- How to learn Haskell
- Real World Haskell
- Haskell (Wikibooks)
- Yet Another Haskell Tutorial
- Try Haskell! An interactive tutorial in your browser
- HaskellWiki
- Haskell for all
- Haskell Exercises
- Write You a Haskell (Stephen Diehl)
- What I Wish I Knew When Learning Haskell (Stephen Diehl)
- Monads for Dummies (Stephan Boyer)
- The Marvels of Monads
- State of the Haskell ecosystem
- Hoogle
- Typeclassopedia
- An Introduction to Cabal sandboxes
- Monad transformers, free monads, mtl, laws and a new approach
OCaml
Clojure
- Try Clojure
- Clojure for the Brave and True
- Clojure from the Ground Up
- Clojure Koans
- 4Clojure
- Clojure Distilled
F#
Julia
Erlang
Smalltalk
Common Lisp
- Lisp Hackers, Interviews with 100x More Productive Programmers
- L(λ)THW, Learn Lisp The Hard Way
- Paul Graham's On Lisp, Advanced Techniques for Common Lisp
- Lisp in Small Parts
- Common Lisp Koans
- CLiki, Common Lisp Wiki
Scheme
Lua
Computer Graphics
- Cg/Unity tutorials
- Tools
- Languages
- Cg
- Processing
Encryption and Hashing
- Repos
- Encoding vs Encryption vs Hashing vs Obfuscation
- GPG/PGP Basics
- An Introduction to Public Key Cryptography and PGP
- GPG tutorial and PGP Public Key
- Lifetimes of cryptographic hash functions
- Handbook of Applied Cryptography
- Provably Fair Shuffling Through Cryptography
Networks
- Beej's Guide to Network Programming
- Redes de Computadores
- Tráfego | RNP
- SIMET
- PCAPR
- ISFCE Sample Practical Exercise
- PacketLife Capture Collection
- DigitalCorpora Packet Dumps
- Evil Fingers PCAP Challenges
- PCAPS Repository
- Chris Sanders Packet Captures
- Tcpreplay Sample Captures
- MAWI Working Group Traffic Archive
- LBNL-FTP-PKT
Compilers
- Grammar: The language of languages
- How parsers and compilers work
- LL and LR in Context: Why Parsing Tools Are Hard
- LL and LR Parsing Demystified
- What Every Programmer Should Know About Compiler Optimizations
- Compiler Explorer
- Compiler Design Tutorial
Machine Learning
- Awesome Machine Learning
- Machine Learning Foundations
- A Course in Machine Learning
- Neural Networks (Sherbrooke)
- Machine Learning Video Library
- Machine Learning Mastery
- Machine Learning Course (Caltech)
- Deep Learning Courses (NVIDIA)
- Deep Learning, Feature Learning
- A blog about Machine Learning, Deep Learning and NLP.
- A Tour of Machine Learning Algorithms
- Machine learning is way easier than it looks
- A Visual Introduction to Machine Learning
- Neural Networks and Deep Learning
- Deep Learning Glossary
- Understanding Convolution in Deep Learning
- Deep Learning (Nando de Freitas, Oxford)
- Undergrad Machine Learning (Nando de Freitas)
- Machine Learning (Nando de Freitas)
- Top 10 Data Mining Algorithms in Plain English
- TensorFlow Tutorials
- CS231n Convolutional Neural Networks for Visual Recognition
YouTube
Podcasts
- DEV na ESTRADA (Portuguese)
- PODebug (Portuguese)
- Grok Podcast (Portuguese)
- Castálio Podcast (Portuguese)
- Hack N' Cast (Portuguese)
- Giant Robots Smashing into Other Giant Robots (English)
- Ruby Rogues (English)
- The Elixir Fountain (English)
- The Changelog (English)
- Developer Tea (English)
- Hanselminutes (English)
- Turing-Incomplete (English)
- The Bike Shed (English)
- Code Newbie (English)
- Developer On Fire (English)
- Mostly Erlang (English)
- Functional Geekery (English)
- The Type Theory Podcast (English)
- The Haskell Cast (English)
Mathematics
- Tools
- Slader (Textbook Solutions)
- BetterExplained
- PatrickJMT
- Cálculo I - USP
- Material Recomendado
- Cálculo I - Sacha Friedli
- Cálculo Vol. 1 - James Stewart
- Cálculo Vol. 2 - James Stewart
- Um Curso de G.A.A.L. - R. J.
- Discrete Mathematics and its Applications
- Apostilas - Reginaldo
- Listas - Takahashi
- G.A.A.L. - Uma Visão Geométrica
- Curso de Cálculo I - Sacha
- Pequenos Erros que Causam Grandes Dificuldades
- Elementary Number Theory and Its Applications
- A First Course in Probability
- Introduction to Matrix Computation
- Algoritmos Numéricos
- Curso de Cálculo de uma Variável
- Mathematics (MIT)
- Multivariable Calculus (Whitman)
- Differential & Integral Calculus (UCLA)
- Probability (UCLA)
- A First Course in Probability (Sheldon Ross)
- Anotações Matemáticas (Renji Rodrigo)
Physics
- Material Recomendado
- Feynman Lectures (Caltech)
- Physics (MIT)
Digital Electronics
- Material Recomendado
Games & Contests
- Programming
- Infosec
- Repos
- CTFTime
- WeChall
- Pwnable.KR
- Reversing.KR
- Smash The Stack
- Shellterlabs
- SucuriHC
- Root-me
- PicoCTF
- RingZer0 CTF
- HackTheBox
- Wargame-100security
- Hack Yeaster
- SCTF
- EnigmaGroup
- Exploit Exercises
- Google Gruyere
- Gh0st Lab
- Hack This Site
- HackThis
- HackQuest
- Hack.me
- Hacking-Lab
- Hacker Challenge
- Hacker Test
- hACME Game
- Hax.Tor
- OverTheWire
- pwn0
- RootContest
- Root Me
- Security Treasure Hunt
- TheBlackSheep and Erik
- ThisIsLegal
- Try2Hack
- WabLab
- XSS: Can You XSS This?
- XSS: ProgPHP
- Network Forensics Puzzle contest
- DEF CON CTF Archive
- DigitalCorpora
- Honeynet Challenges
- I Smell Packets
- DFRWS 2014 Forensics Rodeo
- Linux LEO Supplemental Files
Malware Analysis
- Open Malware / Offensive Computing
- Contagio
- VX Heaven
- VirusShare.com / VXShare
- VXVault
- MalShare
- Virusign
- theZoo / Malware DB
- malc0de
- FakeAVs blog
- malware_traffic
- Georgia Tech malrec page
- Kernelmode Forum
- Malware Hub Forum
- MalwareBlacklist.com
- Joxean Koret’s List
- Sucuri Research Labs
- CLEAN MX realtime database
- Contagio Mobile Malware
- Android Sandbox
- maltrieve
- HoneyDrive
Miscellaneous
- Git
- Explore GitHub
- Github Visualizer
- Trending in Open Source
- WakaTime - Quantify your coding
- Rosetta Code
- Hidden Features (S.O.)
- SciHub
- Real-Time Fluid Dynamics for Games
- Software Licenses in Plain English
- Koding for Teams
- Livecoding.TV
- Simulação Avançada - Vida Artificial
- Computação Natural
- Torch
- ForGe Forensic test image generator
- Volatility memory samples
- Enron Email Dataset
- The ultimate guide on preventing Website Scraping
- Type Theory: A Modern Computable Paradigm for Math
License
MIT License & cc license
This work is licensed under a Creative Commons Attribution 4.0 International License.
To the extent possible under law, Paul Veillard has waived all copyright and related or neighboring rights to this work.