Cryptography - The-Learners-Community/RoadMaps-and-Resources GitHub Wiki
ROADMAP
Welcome to the Cryptography Roadmap! This guide is designed to take you from a beginner to an expert in cryptography. Each section covers essential topics and skills you need to become proficient and dangerous.
Checkout roadmap.sh/ai/cryptography
PROJECTS - Beginner to Master
Beginner Projects
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Caesar Cipher Implementation
- Description: Create a program that can encrypt and decrypt messages using the Caesar cipher technique.
- Skills: Basic programming, understanding substitution ciphers.
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Vigenère Cipher Tool
- Description: Develop a tool to encrypt and decrypt messages using the Vigenère cipher with a user-provided keyword.
- Skills: Understanding polyalphabetic ciphers, string manipulation.
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Frequency Analysis Attack
- Description: Implement frequency analysis to break simple substitution ciphers without knowing the key.
- Skills: Statistical analysis, pattern recognition.
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RSA Key Generation
- Description: Write a program to generate RSA public and private keys based on two prime numbers.
- Skills: Prime number generation, understanding of RSA algorithm.
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One-Time Pad Encryption
- Description: Create an application that uses a one-time pad for encrypting and decrypting messages.
- Skills: Random key generation, secure key management.
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XOR Cipher Implementation
- Description: Develop a simple XOR-based encryption and decryption tool.
- Skills: Bitwise operations, basic encryption concepts.
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Playfair Cipher Encoder/Decoder
- Description: Implement the Playfair cipher to encode and decode messages using a keyword.
- Skills: Matrix manipulation, understanding digraph ciphers.
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Rail Fence Cipher Application
- Description: Create a program that can encrypt and decrypt messages using the Rail Fence cipher.
- Skills: Pattern recognition, basic programming.
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Simple Hash Function Implementation
- Description: Develop a basic hash function (e.g., sum of character codes modulo a number) for hashing strings.
- Skills: Understanding of hashing principles, basic programming.
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Base64 Encoder/Decoder
- Description: Implement Base64 encoding and decoding for text data.
- Skills: Data encoding techniques, binary-to-text conversion.
Intermediate Projects
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Diffie-Hellman Key Exchange Simulation
- Description: Simulate the Diffie-Hellman key exchange protocol between two parties to establish a shared secret.
- Skills: Modular arithmetic, understanding of key exchange protocols.
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AES Encryption and Decryption
- Description: Implement the Advanced Encryption Standard (AES) for encrypting and decrypting data.
- Skills: Block cipher understanding, key scheduling.
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Elliptic Curve Cryptography (ECC) Library
- Description: Develop a basic library for ECC operations, including point addition and scalar multiplication.
- Skills: Elliptic curve mathematics, cryptographic libraries.
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Hash Function Implementation (SHA-256)
- Description: Implement the SHA-256 cryptographic hash function from scratch.
- Skills: Bitwise operations, understanding of hashing algorithms.
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Digital Signature Scheme
- Description: Create a digital signature system using RSA or DSA to sign and verify messages.
- Skills: Public-key cryptography, data integrity.
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HMAC (Hash-Based Message Authentication Code) Implementation
- Description: Implement HMAC using a chosen hash function to ensure message integrity and authenticity.
- Skills: Understanding of message authentication, hash functions.
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Secure Password Storage System
- Description: Develop a system that securely stores user passwords using hashing and salting techniques.
- Skills: Secure storage practices, hash functions.
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Blowfish Encryption Algorithm
- Description: Implement the Blowfish encryption algorithm for secure data encryption and decryption.
- Skills: Block cipher understanding, encryption algorithms.
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PBKDF2 Key Derivation Function
- Description: Implement the PBKDF2 algorithm to derive cryptographic keys from passwords.
- Skills: Key derivation, understanding of secure password handling.
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OAuth 2.0 Implementation
- Description: Create a basic OAuth 2.0 authentication server to manage user authentication and authorization.
- Skills: Authentication protocols, secure token management.
Advanced Projects
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PGP (Pretty Good Privacy) Encryption Tool
- Description: Develop a PGP tool for encrypting, decrypting, signing, and verifying emails.
- Skills: Combining symmetric and asymmetric encryption, key management.
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Secure Messaging Application
- Description: Build a messaging app that ensures end-to-end encryption between users.
- Skills: Real-time communication, encryption protocols.
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Blockchain-Based Cryptography
- Description: Implement a simple blockchain with cryptographic features like hashing and digital signatures.
- Skills: Blockchain principles, decentralized security.
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Zero-Knowledge Proofs Implementation
- Description: Create a system that demonstrates zero-knowledge proofs for simple statements.
- Skills: Advanced cryptographic concepts, protocol design.
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Homomorphic Encryption Scheme
- Description: Implement a basic homomorphic encryption scheme that allows computations on encrypted data.
- Skills: Understanding of homomorphic properties, mathematical foundations.
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TLS/SSL Protocol Implementation
- Description: Develop a simplified version of the TLS/SSL protocol to secure client-server communications.
- Skills: Network protocols, secure communication.
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Secure File Storage System
- Description: Create a system that encrypts files before storage and decrypts them upon retrieval.
- Skills: File I/O, encryption algorithms.
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Passwordless Authentication System
- Description: Develop an authentication system that uses cryptographic methods instead of traditional passwords.
- Skills: Authentication protocols, public-key infrastructure.
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Steganography Tool
- Description: Implement a tool that hides encrypted messages within images or audio files.
- Skills: Data embedding, file manipulation.
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Secure Multi-Party Computation (SMPC)
- Description: Create a protocol that allows multiple parties to compute a function over their inputs while keeping those inputs private.
- Skills: Advanced cryptographic protocols, collaborative security.
Master Projects
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Quantum-Resistant Cryptography
- Description: Develop a cryptographic system that is resistant to quantum computing attacks.
- Skills: Post-quantum algorithms, lattice-based cryptography.
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Secure Voting System
- Description: Build a voting system that ensures voter privacy and vote integrity using cryptographic techniques.
- Skills: End-to-end verifiability, secure protocols.
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Decentralized Identity Management
- Description: Develop a system for decentralized identity verification using blockchain and cryptography.
- Skills: Identity management, blockchain integration.
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Cryptographic Protocol Verification
- Description: Use formal methods to verify the security properties of a cryptographic protocol.
- Skills: Formal verification, security proofs.
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Secure Hardware Module Integration
- Description: Integrate cryptographic algorithms with secure hardware modules like TPMs or HSMs.
- Skills: Hardware-software interfacing, secure key storage.
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Advanced Post-Quantum Algorithms
- Description: Design and implement a novel post-quantum cryptographic algorithm.
- Skills: Research and development, algorithm design.
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Privacy-Preserving Machine Learning
- Description: Develop machine learning models that preserve data privacy using techniques like differential privacy and homomorphic encryption.
- Skills: Machine learning, privacy-enhancing technologies.
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Secure Distributed Ledger Technology
- Description: Create a secure distributed ledger with advanced cryptographic features such as sharding and consensus algorithms.
- Skills: Distributed systems, advanced cryptography.
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Automated Cryptanalysis Framework
- Description: Develop a framework for performing automated cryptanalysis on various encryption algorithms.
- Skills: Cryptanalysis techniques, software development.
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Advanced Secure Communication Protocols
- Description: Design and implement new secure communication protocols with enhanced cryptographic features.
- Skills: Protocol design, security engineering.
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Blockchain Privacy Enhancements
- Description: Implement privacy features in blockchain systems, such as zk-SNARKs or ring signatures.
- Skills: Zero-knowledge proofs, blockchain technology.
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Secure Enclave Development
- Description: Develop software that interacts with secure enclaves (e.g., Intel SGX) to perform confidential computations.
- Skills: Secure hardware interaction, confidential computing.
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Advanced Cryptographic Attacks Simulation
- Description: Simulate and analyze advanced cryptographic attacks like side-channel attacks or fault injection.
- Skills: Attack vectors, security analysis.
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End-to-End Encrypted Cloud Storage
- Description: Create a cloud storage solution that ensures all data is encrypted end-to-end, preventing unauthorized access.
- Skills: Cloud computing, encryption protocols.
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Dynamic Group Key Management System
- Description: Develop a system that dynamically manages cryptographic keys for groups, supporting secure group communications.
- Skills: Key management, group cryptography.
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Secure IoT Communication Protocol
- Description: Design a communication protocol for IoT devices that ensures data security and integrity.
- Skills: IoT security, lightweight cryptography.
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Advanced Homomorphic Encryption Applications
- Description: Implement complex applications using fully homomorphic encryption, enabling computation on encrypted data.
- Skills: Advanced homomorphic encryption, application development.
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Biometric Encryption Systems
- Description: Develop an encryption system that uses biometric data (e.g., fingerprints, facial recognition) as part of the encryption key.
- Skills: Biometric data handling, secure encryption.
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Secure Multi-Cloud Data Sharing
- Description: Create a system that allows secure data sharing across multiple cloud providers using cryptographic techniques.
- Skills: Multi-cloud integration, secure data sharing.
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Autonomous Cryptographic Protocol Adaptation
- Description: Develop protocols that can autonomously adapt their cryptographic parameters based on threat assessments.
- Skills: Adaptive security, autonomous systems.