[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-72602":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":47,"readmeContent":48,"aiSummary":49,"trendingCount":16,"starSnapshotCount":16,"syncStatus":50,"lastSyncTime":51,"discoverSource":52},72602,"Cybersecurity-Projects","CarterPerez-dev\u002FCybersecurity-Projects","CarterPerez-dev","Building 70 Projects ranging from beginner to advanced so anyone can — learn from, build upon, use as a reference, or even copy directly. Gamified Cybersecurity learning 👇","https:\u002F\u002Fcertgames.com",null,"Python",2896,372,31,1,0,83,259,844,249,29.72,"GNU Affero General Public License v3.0",false,"main",true,[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"ai","certification","cloud-engineering","cyber","cybersecurity","cybersecurity-analyst","cybersecurity-certification","cybersecurity-certifications","cybersecurity-education","cybersecurity-jobs","cybersecurity-portfolio","cybersecurity-projects","cybersecurity-tools","grc","hacking","learning","pentesting","project-repository","projetcs","python","2026-06-12 02:03:05","\u003Cdiv align=\"center\">\n  \u003Cimg width=\"260\" height=\"260\" alt=\"Kali-dragon-icon svg\" src=\"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fd911b71f-6ad9-45b7-9513-237f83377023\" alt=\"Kali Linux Icon\"\u002F>\n  \u003Ch1 align=\"center\">Cybersecurity Projects 🐉\u003C\u002Fh1>\n  \u003Cp align=\"center\">70 Cybersecurity Projects, Certification Roadmaps & Resources\u003C\u002Fp>\n\u003C\u002Fdiv>\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FCarterPerez-dev\u002FCybersecurity-Projects\" alt=\"stars\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fforks\u002FCarterPerez-dev\u002FCybersecurity-Projects\" alt=\"forks\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fissues\u002FCarterPerez-dev\u002FCybersecurity-Projects\" alt=\"issues\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FCarterPerez-dev\u002FCybersecurity-Projects\" alt=\"license\"\u002F>\n  \u003Cbr\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCybersecurity-70_Projects-darkblue\" alt=\"projects\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSecurity-Learning_Resources-darkred\" alt=\"resources\"\u002F>\n\u003C\u002Fdiv>\n\n\u003Cdiv align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fsponsors\u002FCarterPerez-dev\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fstatic\u002Fv1?label=Contribute&message=%E2%9D%A4&logo=GitHub&color=darkgreen\" alt=\"contribute\"\u002F>\n  \u003C\u002Fa>\n\u003C\u002Fdiv>\n\n\u003Cp align=\"center\">Made possible by \u003Ca href=\"https:\u002F\u002Fcertgames.com\u002Fmentorship\">\u003Cstrong>CertGames\u003C\u002Fstrong>\u003C\u002Fa>\u003C\u002Fp>\n\n\u003Ch2 align=\"center\">\u003Cstrong>View Complete Projects:\u003C\u002Fstrong>\u003C\u002Fh2>\n\u003Cdiv align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FCarterPerez-dev\u002FCybersecurity-Projects\u002Ftree\u002Fmain\u002FPROJECTS\">\n    \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFull_Source_Code-32\u002F70-blue?style=for-the-badge&logo=github\" alt=\"Projects\"\u002F>\n  \u003C\u002Fa>\n\u003C\u002Fdiv>\n\n\u003Cp align=\"center\">\u003Csub>\u003Cem>Currently building: Steganography Multi-Tool\u003C\u002Fem>\u003C\u002Fsub>\u003C\u002Fp>\n\n---\n\n## Quick Navigation\n\n### [Projects](#projects)\nHands-on cybersecurity projects with full source code, organized in four tiers — **Foundations** (pre-beginner, first-time programmers), **Beginner**, **Intermediate**, and **Advanced**.\n\n### [Certification Roadmaps](.\u002FROADMAPS\u002FREADME.md)\n10 structured career paths with certification guides for SOC Analyst, Pentester, Security Engineer, and more.\n\n### [Learning Resources](.\u002FRESOURCES\u002FREADME.md)\nTools, courses, certifications, communities, and frameworks for cybersecurity professionals.\n\n---\n\n# Projects\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFoundations-5DEFD0?style=for-the-badge&logo=bookstack&logoColor=black&labelColor=5DEFD0\" alt=\"Foundations\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FBeginner-2EA44F?style=for-the-badge&logo=leaflet&logoColor=white\" alt=\"Beginner\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FIntermediate-D4A017?style=for-the-badge&logo=target&logoColor=white\" alt=\"Intermediate\"\u002F>\n  \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAdvanced-C73E3A?style=for-the-badge&logo=shield&logoColor=white\" alt=\"Advanced\"\u002F>\n\u003C\u002Fdiv>\n\n---\n\n## Foundations Projects\n\n> [!NOTE]\n> **Start here if this is your first time coding.** The Foundations tier is *pre-beginner* — built for someone who has never written Python, has barely used a terminal, and is new to cybersecurity. Source files are heavily commented as a teaching aid, and every `learn\u002F` folder explains concepts from zero. Once you're comfortable here, the Beginner projects assume you already know the language and move faster.\n>\n> **What makes Foundations different:**\n> - **Single-file projects** — the entire tool lives in one readable Python file. No file-hopping.\n> - **Heavy teaching comments** — every line that introduces a new concept is annotated inline.\n> - **Numpy-style docstrings on every function** — what it does, why it exists, every parameter.\n> - **Extra-deep `learn\u002F` folders** — Python features and security concepts both explained from zero.\n> - **Senior-level code, beginner-level explanations** — the code itself is still production-quality.\n\n| Project | Info | What You'll Learn |\n|---------|------|-------------------|\n| **[Hash Identifier](.\u002FPROJECTS\u002Ffoundations\u002Fhash-identifier)**\u003Cbr>Identify hash types by prefix, length, and charset | ![Step 1\u002F3](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FStep-1%2F3_easiest-2EA44F?style=flat&logo=bookstack&logoColor=white) ![2-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Foundations](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Foundations-00C9A7) | Hash families (MD5, SHA, bcrypt, Argon2) • PHC string format • Pattern matching • Pure-function design\u003Cbr>[Source Code](.\u002FPROJECTS\u002Ffoundations\u002Fhash-identifier) \\| [Docs](.\u002FPROJECTS\u002Ffoundations\u002Fhash-identifier\u002Flearn) |\n| **[HTTP Headers Scanner](.\u002FPROJECTS\u002Ffoundations\u002Fhttp-headers-scanner)**\u003Cbr>Audit a URL's response headers for missing or weak security controls | ![Step 2\u002F3](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FStep-2%2F3_stepping_up-D4A017?style=flat&logo=bookstack&logoColor=white) ![3-5h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Foundations](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Foundations-00C9A7) | HTTP fundamentals • Security headers (CSP, HSTS, X-Frame-Options) • httpx requests • Scored audits\u003Cbr>[Source Code](.\u002FPROJECTS\u002Ffoundations\u002Fhttp-headers-scanner) \\| [Docs](.\u002FPROJECTS\u002Ffoundations\u002Fhttp-headers-scanner\u002Flearn) |\n| **[Password Manager](.\u002FPROJECTS\u002Ffoundations\u002Fpassword-manager)**\u003Cbr>Encrypted local vault with master password unlock | ![Step 3\u002F3](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FStep-3%2F3_hardest-C73E3A?style=flat&logo=bookstack&logoColor=white) ![6-8h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Foundations](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Foundations-00C9A7) | Argon2id key derivation • AES-GCM authenticated encryption • Secure on-disk vaults • Master-password workflows\u003Cbr>[Source Code](.\u002FPROJECTS\u002Ffoundations\u002Fpassword-manager) \\| [Docs](.\u002FPROJECTS\u002Ffoundations\u002Fpassword-manager\u002Flearn) |\n\n---\n\n## Beginner Projects\n\n| Project | Info | What You'll Learn |\n|---------|------|-------------------|\n| **[Simple Port Scanner](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-port-scanner)**\u003Cbr>Async TCP port scanner in C++ [@deniskhud](https:\u002F\u002Fgithub.com\u002Fdeniskhud) | ![2-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_4--5h-blue) ![C++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2B%2B-00599C?logo=cplusplus) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | TCP socket programming • Async I\u002FO patterns • Service detection\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-port-scanner) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-port-scanner\u002Flearn) |\n| **[Keylogger](.\u002FPROJECTS\u002Fbeginner\u002Fkeylogger)**\u003Cbr>Capture keyboard events with timestamps | ![1-2h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_4--5h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Event handling • File I\u002FO • Ethical considerations\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fkeylogger) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fkeylogger\u002Flearn) |\n| **[Caesar Cipher](.\u002FPROJECTS\u002Fbeginner\u002Fcaesar-cipher)**\u003Cbr>CLI encryption\u002Fdecryption tool | ![1-2h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_4--5h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Classical cryptography • Brute force attacks • CLI design\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fcaesar-cipher) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fcaesar-cipher\u002Flearn) |\n| **[DNS Lookup CLI Tool](.\u002FPROJECTS\u002Fbeginner\u002Fdns-lookup)**\u003Cbr>Query DNS records with WHOIS | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--7h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | DNS protocols • WHOIS queries • Reverse DNS lookup\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fdns-lookup) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fdns-lookup\u002Flearn) |\n| **[Simple Vulnerability Scanner](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-vulnerability-scanner)**\u003Cbr>Check software against CVE databases | ![3-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_12--14h-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | CVE databases • Dependency scanning • Vulnerability assessment\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-vulnerability-scanner) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fsimple-vulnerability-scanner\u002Flearn) |\n| **[Metadata Scrubber Tool](.\u002FPROJECTS\u002Fbeginner\u002Fmetadata-scrubber-tool)**\u003Cbr>Remove EXIF and privacy metadata [@Heritage-XioN](https:\u002F\u002Fgithub.com\u002FHeritage-XioN) | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--12h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | EXIF data • Privacy protection • Batch processing\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fmetadata-scrubber-tool) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fmetadata-scrubber-tool\u002Flearn) |\n| **[Network Traffic Analyzer](.\u002FPROJECTS\u002Fbeginner\u002Fnetwork-traffic-analyzer)**\u003Cbr>Capture and analyze packets | ![3-5h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--12h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![C++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2B%2B-00599C?logo=cplusplus&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Packet capture • Protocol analysis • Traffic visualization\u003Cbr>[Source (C++)](.\u002FPROJECTS\u002Fbeginner\u002Fnetwork-traffic-analyzer\u002Fcpp) \\| [Docs (C++)](.\u002FPROJECTS\u002Fbeginner\u002Fnetwork-traffic-analyzer\u002Fcpp\u002Flearn) \\| [Source (Python)](.\u002FPROJECTS\u002Fbeginner\u002Fnetwork-traffic-analyzer\u002Fpython) \\| [Docs (Python)](.\u002FPROJECTS\u002Fbeginner\u002Fnetwork-traffic-analyzer\u002Fpython\u002Flearn) |\n| **[Hash Cracker](.\u002FPROJECTS\u002Fbeginner\u002Fhash-cracker)**\u003Cbr>Dictionary and brute-force cracking | ![3-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_5--6h-blue) ![C++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2B%2B-00599C?logo=cplusplus&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Hash algorithms • Dictionary attacks • Password security\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fhash-cracker) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fhash-cracker\u002Flearn) |\n| **[Steganography Multi-Tool](.\u002FSYNOPSES\u002Fbeginner\u002FSteganography.Multi.Tool.md)**\u003Cbr>Hide data in images, audio, QR, PDFs, text | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_8--10h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Multi-format steganography • Zero-width Unicode • Audio LSB • QR exploitation\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FSteganography.Multi.Tool.md) |\n| **[Ghost on the Wire](.\u002FSYNOPSES\u002Fbeginner\u002FGhost.On.The.Wire.md)**\u003Cbr>L2 attack & defense: MAC spoofing + ARP detection | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | ARP protocol • MAC spoofing • MITM detection • L2 trust mapping\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FGhost.On.The.Wire.md) |\n| **[Canary Token Generator](.\u002FSYNOPSES\u002Fbeginner\u002FCanary.Token.Generator.md)**\u003Cbr>Self-hosted honeytokens that alert on access | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_8--10h-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Deception defense • Honeytokens • Webhook alerting • Intrusion detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FCanary.Token.Generator.md) |\n| **[Security News Scraper](.\u002FSYNOPSES\u002Fbeginner\u002FSecurity.News.Scraper.md)**\u003Cbr>Aggregate cybersecurity news | ![3-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--14h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Web scraping • CVE parsing • Database storage\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FSecurity.News.Scraper.md) |\n| **[Phishing Domain Generator & Quishing Scanner](.\u002FSYNOPSES\u002Fbeginner\u002FPhishing.Domain.Generator.And.Quishing.Scanner.md)**\u003Cbr>Typosquat generation + QR phishing detection | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Homoglyph attacks • Typosquatting • QR code analysis • Domain intelligence\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FPhishing.Domain.Generator.And.Quishing.Scanner.md) |\n| **[SSH Brute Force Detector](.\u002FSYNOPSES\u002Fbeginner\u002FSSH.Brute.Force.Detector.md)**\u003Cbr>Monitor and block SSH attacks | ![2-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Log parsing • Attack detection • Firewall automation\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FSSH.Brute.Force.Detector.md) |\n| **[Simple C2 Beacon](.\u002FPROJECTS\u002Fbeginner\u002Fc2-beacon)**\u003Cbr>Command and Control beacon\u002Fserver | ![3-5h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--12h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-2496ED?logo=docker&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | C2 architecture • MITRE ATT&CK • WebSocket protocol • XOR encoding\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fc2-beacon) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fc2-beacon\u002Flearn) |\n| **[Base64 Encoder\u002FDecoder](.\u002FSYNOPSES\u002Fbeginner\u002FBase64.Encoder.Decoder.md)**\u003Cbr>Multi-format encoding tool | ![1h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Base64\u002F32 encoding • URL encoding • Auto-detection\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fbase64-tool) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fbase64-tool\u002Flearn) |\n| **[Linux CIS Hardening Auditor](.\u002FPROJECTS\u002Fbeginner\u002Flinux-cis-hardening-auditor)**\u003Cbr>CIS benchmark compliance checker | ![3-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![Bash](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FBash-4EAA25?logo=gnubash&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | CIS benchmarks • System hardening • Compliance scoring • Shell scripting\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Flinux-cis-hardening-auditor) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Flinux-cis-hardening-auditor\u002Flearn) |\n| **[Systemd Persistence Scanner](.\u002FPROJECTS\u002Fbeginner\u002Fsystemd-persistence-scanner)**\u003Cbr>Hunt Linux persistence mechanisms | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Persistence techniques • Systemd internals • Cron analysis • Threat hunting\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Fsystemd-persistence-scanner) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Fsystemd-persistence-scanner\u002Flearn) |\n| **[Linux eBPF Security Tracer](.\u002FPROJECTS\u002Fbeginner\u002Flinux-ebpf-security-tracer)**\u003Cbr>Real-time syscall tracing with eBPF | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--12h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![C](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC-A8B9CC?logo=c&logoColor=black) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | eBPF programs • Syscall tracing • BCC framework • Security observability\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Flinux-ebpf-security-tracer) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Flinux-ebpf-security-tracer\u002Flearn) |\n| **[Trojan Application Builder](.\u002FSYNOPSES\u002Fbeginner\u002FTrojan.Application.Builder.md)**\u003Cbr>Educational malware lifecycle demo | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_8--10h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Trojan anatomy • Data exfiltration • File encryption • Attack lifecycle\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FTrojan.Application.Builder.md) |\n| **[DNS Sinkhole](.\u002FSYNOPSES\u002Fbeginner\u002FDNS.Sinkhole.md)**\u003Cbr>Pi-hole-style malware domain blocker | ![3-4h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_10--12h-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | DNS protocol • Blocklist management • Query logging • Network defense\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FDNS.Sinkhole.md) |\n| **[Firewall Rule Engine](.\u002FPROJECTS\u002Fbeginner\u002Ffirewall-rule-engine)**\u003Cbr>Parse and validate iptables\u002Fnftables rules | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_6--8h-blue) ![V](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FV-5D87BF?logo=v&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | Firewall internals • Rule parsing • iptables\u002Fnftables • V language\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fbeginner\u002Ffirewall-rule-engine) \\| [Docs](.\u002FPROJECTS\u002Fbeginner\u002Ffirewall-rule-engine\u002Flearn) |\n| **[LLM Prompt Injection Firewall](.\u002FSYNOPSES\u002Fbeginner\u002FLLM.Prompt.Injection.Firewall.md)**\u003Cbr>Detect and block prompt injection attacks | ![2-3h](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_8--10h-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Beginner](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Beginner-green) | AI security • Prompt injection • Input sanitization • LLM defense\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fbeginner\u002FLLM.Prompt.Injection.Firewall.md) |\n\n## Intermediate Projects\n\n| Project | Info | What You'll Learn |\n|---------|------|-------------------|\n| **[Payload Obfuscation Engine](.\u002FSYNOPSES\u002Fintermediate\u002FPayload.Obfuscation.Engine.md)**\u003Cbr>Multi-layer payload obfuscation toolkit | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Obfuscation techniques • Polymorphism • AV evasion • Signature detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FPayload.Obfuscation.Engine.md) |\n| **[SIEM Dashboard](.\u002FSYNOPSES\u002Fintermediate\u002FSIEM.Dashboard.md)**\u003Cbr>Log aggregation with correlation | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Flask](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFlask-000000?logo=flask) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | SIEM concepts • Log correlation • Full-stack development\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fsiem-dashboard) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fsiem-dashboard\u002Flearn) |\n| **[Token Abuse Playground](.\u002FSYNOPSES\u002Fintermediate\u002FToken.Abuse.Playground.md)**\u003Cbr>15+ token vulnerabilities to exploit and fix | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | JWT exploitation • OAuth attacks • Session security • Token forensics\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FToken.Abuse.Playground.md) |\n| **[Supply Chain Attack Simulator](.\u002FSYNOPSES\u002Fintermediate\u002FSupply.Chain.Attack.Simulator.md)**\u003Cbr>Fake PyPI package dependency confusion demo | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Supply chain attacks • Dependency confusion • Package security • PyPI internals\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FSupply.Chain.Attack.Simulator.md) |\n| **[DDoS Mitigation Tool](.\u002FSYNOPSES\u002Fintermediate\u002FDDoS.Mitigation.Tool.md)**\u003Cbr>Detect traffic spikes | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | DDoS detection • Rate limiting • Anomaly detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FDDoS.Mitigation.Tool.md) |\n| **[Secrets Scanner](.\u002FPROJECTS\u002Fintermediate\u002Fsecrets-scanner)**\u003Cbr>Scan codebases and git history for leaked secrets | ![1-2d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_1--2d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Secret detection • Shannon entropy • HIBP k-anonymity • SARIF output\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fsecrets-scanner) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fsecrets-scanner\u002Flearn) |\n| **[API Security Scanner](.\u002FPROJECTS\u002Fintermediate\u002Fapi-security-scanner)**\u003Cbr>Enterprise API vulnerability scanner | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-2496ED?logo=docker&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | OWASP API Top 10 • ML fuzzing • GraphQL\u002FSOAP testing\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fapi-security-scanner) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fapi-security-scanner\u002Flearn) |\n| **[Wireless Deauth Detector](.\u002FSYNOPSES\u002Fintermediate\u002FWireless.Deauth.Detector.md)**\u003Cbr>Monitor WiFi deauth attacks | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Wireless security • Packet sniffing • Attack detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FWireless.Deauth.Detector.md) |\n| **[Credential Enumeration](.\u002FPROJECTS\u002Fintermediate\u002Fcredential-enumeration)**\u003Cbr>Post-exploitation credential collection | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Nim](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FNim-FFE953?logo=nim&logoColor=black) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Credential extraction • Browser forensics • Red team tooling • Nim language\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fcredential-enumeration) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fcredential-enumeration\u002Flearn) |\n| **[Binary Analysis Tool](.\u002FPROJECTS\u002Fintermediate\u002Fbinary-analysis-tool)**\u003Cbr>Disassemble and analyze executables | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Binary analysis • String extraction • Malware detection\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fbinary-analysis-tool) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fbinary-analysis-tool\u002Flearn) |\n| **[Chaos Engineering Security Tool](.\u002FSYNOPSES\u002Fintermediate\u002FChaos.Engineering.Security.Tool.md)**\u003Cbr>Inject security failures to test resilience | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Chaos engineering • Security resilience • Credential spraying • Auth testing\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FChaos.Engineering.Security.Tool.md) |\n| **[Credential Rotation Enforcer](.\u002FSYNOPSES\u002Fintermediate\u002FCredential.Rotation.Enforcer.md)**\u003Cbr>Track and enforce credential rotation policies | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Credential hygiene • Secret rotation • Compliance dashboards • API integration\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fcredential-rotation-enforcer) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fcredential-rotation-enforcer\u002Flearn) |\n| **[Race Condition Exploiter](.\u002FSYNOPSES\u002Fintermediate\u002FRace.Condition.Exploiter.md)**\u003Cbr>TOCTOU race condition attack & defense lab | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | TOCTOU attacks • Double-spend bugs • Concurrent exploitation • Race visualization\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FRace.Condition.Exploiter.md) |\n| **[Self-Hosted Shodan Clone](.\u002FSYNOPSES\u002Fintermediate\u002FSelf.Hosted.Shodan.Clone.md)**\u003Cbr>Internet-connected device search engine | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Service fingerprinting • Network scanning • OSINT • Search engine design\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FSelf.Hosted.Shodan.Clone.md) |\n| **[JA3\u002FJA4 TLS Fingerprinting Tool](.\u002FSYNOPSES\u002Fintermediate\u002FJA3.JA4.TLS.Fingerprinting.Tool.md)**\u003Cbr>Fingerprint TLS clients by handshake | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | TLS handshake analysis • JA3\u002FJA4 hashing • Bot detection • Malware C2 identification\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FJA3.JA4.TLS.Fingerprinting.Tool.md) |\n| **[Mobile App Security Analyzer](.\u002FSYNOPSES\u002Fintermediate\u002FMobile.App.Security.Analyzer.md)**\u003Cbr>Decompile and analyze mobile apps | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | APK\u002FIPA analysis • Reverse engineering • OWASP Mobile\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FMobile.App.Security.Analyzer.md) |\n| **[DLP Scanner](.\u002FPROJECTS\u002Fintermediate\u002Fdlp-scanner)**\u003Cbr>Data Loss Prevention for files, DBs, and traffic | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | PII detection • GDPR\u002FHIPAA compliance • Pattern matching • Data classification\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fdlp-scanner) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fdlp-scanner\u002Flearn) |\n| **[Lua\u002FNginx Edge Backend](.\u002FSYNOPSES\u002Fintermediate\u002FLua.Nginx.Edge.Backend.md)**\u003Cbr>Full CRUD backend via Lua in Nginx | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Lua](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLua-2C2D72?logo=lua&logoColor=white) ![Nginx](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FNginx-009639?logo=nginx&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Edge computing • OpenResty • Lua scripting • WAF • JWT at the edge\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FLua.Nginx.Edge.Backend.md) |\n| **[Privesc Playground](.\u002FSYNOPSES\u002Fintermediate\u002FPrivesc.Playground.md)**\u003Cbr>20+ privilege escalation paths to exploit | ![3-5d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--5d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | SUID exploitation • Sudo abuse • Cron hijacking • GTFOBins • Capability abuse\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FPrivesc.Playground.md) |\n| **[SBOM Generator & Vulnerability Matcher](.\u002FPROJECTS\u002Fintermediate\u002Fsbom-generator-vulnerability-matcher)**\u003Cbr>Software Bill of Materials with CVE matching | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | SPDX\u002FCycloneDX formats • Dependency analysis • CVE databases • EO 14028 compliance\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fsbom-generator-vulnerability-matcher) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fsbom-generator-vulnerability-matcher\u002Flearn) |\n| **[Subdomain Takeover Scanner](.\u002FSYNOPSES\u002Fintermediate\u002FSubdomain.Takeover.Scanner.md)**\u003Cbr>Detect dangling DNS records | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | DNS enumeration • CNAME analysis • Cloud resource claiming • Bug bounty\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FSubdomain.Takeover.Scanner.md) |\n| **[GraphQL Security Tester](.\u002FSYNOPSES\u002Fintermediate\u002FGraphQL.Security.Tester.md)**\u003Cbr>Automated GraphQL vulnerability testing | ![2-4d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--4d-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | Introspection attacks • Query depth DoS • Authorization bypass • Batching abuse\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fintermediate\u002FGraphQL.Security.Tester.md) |\n| **[Docker Security Audit](.\u002FPROJECTS\u002Fintermediate\u002Fdocker-security-audit)**\u003Cbr>CIS Docker Benchmark scanner | ![1-2d](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_1--2d-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-2496ED?logo=docker&logoColor=white) ![Intermediate](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Intermediate-yellow) | CIS benchmarks • Container security • Multiple output formats\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fintermediate\u002Fdocker-security-audit) \\| [Docs](.\u002FPROJECTS\u002Fintermediate\u002Fdocker-security-audit\u002Flearn) |\n\n## Advanced Projects\n\n| Project | Info | What You'll Learn |\n|---------|------|-------------------|\n| **[API Rate Limiter](.\u002FPROJECTS\u002Fadvanced\u002Fapi-rate-limiter)**\u003Cbr>Distributed rate limiting middleware | ![1w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_1w-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Redis](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRedis-DC382D?logo=redis&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Token bucket algorithm • Distributed systems • Redis backend\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fapi-rate-limiter) \\| [Docs](.\u002FPROJECTS\u002Fadvanced\u002Fapi-rate-limiter\u002Flearn) |\n| **[Encrypted Chat Application](.\u002FPROJECTS\u002Fadvanced\u002Fencrypted-p2p-chat)**\u003Cbr>Real-time E2EE messaging | ![1-2w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_1--2w-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![SolidJS](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSolidJS-2C4F7C?logo=solid) ![PostgreSQL](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPostgreSQL-4169E1?logo=postgresql&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Signal Protocol • Double Ratchet • WebAuthn • WebSockets\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fencrypted-p2p-chat) \\| [Docs](.\u002FPROJECTS\u002Fadvanced\u002Fencrypted-p2p-chat\u002Flearn) |\n| **[Exploit Development Framework](.\u002FSYNOPSES\u002Fadvanced\u002FExploit.Development.Framework.md)**\u003Cbr>Modular exploitation framework | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![C++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2B%2B-00599C?logo=cplusplus&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Exploit development • Payload generation • Plugin architecture\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FExploit.Development.Framework.md) |\n| **[AI Threat Detection](.\u002FPROJECTS\u002Fadvanced\u002Fai-threat-detection)**\u003Cbr>ML-powered nginx threat detection | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![PyTorch](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPyTorch-EE4C2C?logo=pytorch&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | ML ensemble (AE + RF + IF) • ONNX inference • Real-time detection\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fai-threat-detection) |\n| **[Bug Bounty Platform](.\u002FPROJECTS\u002Fadvanced\u002Fbug-bounty-platform)**\u003Cbr>Full vulnerability disclosure platform | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![FastAPI](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FFastAPI-009688?logo=fastapi) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![PostgreSQL](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPostgreSQL-4169E1?logo=postgresql&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Full-stack development • CVSS scoring • Workflow automation\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fbug-bounty-platform) \\| [Docs](.\u002FPROJECTS\u002Fadvanced\u002Fbug-bounty-platform\u002Flearn) |\n| **[Cloud Security Compliance Dashboard](.\u002FSYNOPSES\u002Fadvanced\u002FCloud.Security.Compliance.Dashboard.md)**\u003Cbr>Multi-cloud compliance with CIS, SOC2, HIPAA | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![AWS](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAWS-232F3E?logo=amazonaws) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | CIS benchmarks • SOC2\u002FHIPAA compliance • Cost-security optimization • Drift detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FCloud.Security.Compliance.Dashboard.md) |\n| **[Malware Analysis Platform](.\u002FSYNOPSES\u002Fadvanced\u002FMalware.Analysis.Platform.md)**\u003Cbr>Automated sandbox analysis | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-2496ED?logo=docker&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Malware analysis • Sandboxing • YARA rules • IOC extraction\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FMalware.Analysis.Platform.md) |\n| **[Quantum Resistant Encryption](.\u002FSYNOPSES\u002Fadvanced\u002FQuantum.Resistant.Encryption.md)**\u003Cbr>Post-quantum cryptography | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Post-quantum algorithms • Hybrid encryption • Kyber\u002FDilithium\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FQuantum.Resistant.Encryption.md) |\n| **[Zero Day Vulnerability Scanner](.\u002FSYNOPSES\u002Fadvanced\u002FZero.Day.Vulnerability.Scanner.md)**\u003Cbr>Coverage-guided fuzzing | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![C](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC-A8B9CC?logo=c&logoColor=black) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Fuzzing • Vulnerability research • Crash triage\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FZero.Day.Vulnerability.Scanner.md) |\n| **[Distributed Password Cracker](.\u002FSYNOPSES\u002Fadvanced\u002FDistributed.Password.Cracker.md)**\u003Cbr>GPU-accelerated cracking | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![C++](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC%2B%2B-00599C?logo=cplusplus&logoColor=white) ![CUDA](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCUDA-76B900?logo=nvidia) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Distributed systems • GPU computing • Hash cracking\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FDistributed.Password.Cracker.md) |\n| **[Kernel Rootkit Detection](.\u002FSYNOPSES\u002Fadvanced\u002FKernel.Rootkit.Detection.md)**\u003Cbr>Detect kernel-level rootkits | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Kernel internals • Memory forensics • Rootkit detection\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FKernel.Rootkit.Detection.md) |\n| **[Blockchain Smart Contract Auditor](.\u002FSYNOPSES\u002Fadvanced\u002FBlockchain.Smart.Contract.Auditor.md)**\u003Cbr>Solidity vulnerability analysis | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Solidity](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FSolidity-363636?logo=solidity) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Smart contracts • Static analysis • Solidity security\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FBlockchain.Smart.Contract.Auditor.md) |\n| **[Adversarial ML Attacker](.\u002FSYNOPSES\u002Fadvanced\u002FAdversarial.ML.Attacker.md)**\u003Cbr>Generate adversarial examples | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![TensorFlow](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FTensorFlow-FF6F00?logo=tensorflow&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Adversarial ML • FGSM\u002FDeepFool • Model robustness\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FAdversarial.ML.Attacker.md) |\n| **[Advanced Persistent Threat Simulator](.\u002FSYNOPSES\u002Fadvanced\u002FAdvanced.Persistent.Threat.Simulator.md)**\u003Cbr>Multi-stage APT simulation | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | APT techniques • C2 infrastructure • Lateral movement\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FAdvanced.Persistent.Threat.Simulator.md) |\n| **[Hardware Security Module Emulator](.\u002FSYNOPSES\u002Fadvanced\u002FHardware.Security.Module.Emulator.md)**\u003Cbr>Software HSM with PKCS#11 | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![C](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FC-A8B9CC?logo=c&logoColor=black) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | HSM concepts • PKCS#11 interface • Cryptographic operations\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FHardware.Security.Module.Emulator.md) |\n| **[Network Covert Channel](.\u002FSYNOPSES\u002Fadvanced\u002FNetwork.Covert.Channel.md)**\u003Cbr>Data exfiltration techniques | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Rust](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FRust-000000?logo=rust&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Covert channels • Data exfiltration • Steganography\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FNetwork.Covert.Channel.md) |\n| **[Automated Penetration Testing](.\u002FSYNOPSES\u002Fadvanced\u002FAutomated.Penetration.Testing.md)**\u003Cbr>Full pentest automation | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Python](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPython-3776AB?logo=python&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Pentest automation • Recon to exploitation • Report generation\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FAutomated.Penetration.Testing.md) |\n| **[Haskell Reverse Proxy](.\u002FPROJECTS\u002Fadvanced\u002Fhaskell-reverse-proxy)**\u003Cbr>Functional reverse proxy with security middleware | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Haskell](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FHaskell-5D4F85?logo=haskell&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Functional programming • Reverse proxy design • Security middleware • Haskell\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fhaskell-reverse-proxy) |\n| **[\"Monitor the Situation\" Dashboard](.\u002FPROJECTS\u002Fadvanced\u002Fmonitor-the-situation-dashboard)**\u003Cbr>Real-time cyber threat situational awareness | ![3-4w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_3--4w-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![PostgreSQL](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPostgreSQL-4169E1?logo=postgresql&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Threat intel feeds • EPSS\u002FKEV\u002FCVE velocity • BGP hijacks • WebSocket fan-out • 3D globe SOC view\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fmonitor-the-situation-dashboard) \\| [Docs](.\u002FPROJECTS\u002Fadvanced\u002Fmonitor-the-situation-dashboard\u002Flearn) |\n| **[Honeypot Network](.\u002FPROJECTS\u002Fadvanced\u002Fhoneypot-network)**\u003Cbr>Multi-service honeypot deployment & analysis | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![React](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FReact-61DAFB?logo=react&logoColor=black) ![Docker](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocker-2496ED?logo=docker&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Honeypot deployment • Attacker behavior analysis • IOC extraction • MITRE mapping\u003Cbr>[Source Code](.\u002FPROJECTS\u002Fadvanced\u002Fhoneypot-network) \\| [Docs](.\u002FPROJECTS\u002Fadvanced\u002Fhoneypot-network\u002Flearn) |\n| **[Supply Chain Security Analyzer](.\u002FSYNOPSES\u002Fadvanced\u002FSupply.Chain.Security.Analyzer.md)**\u003Cbr>Dependency vulnerability analysis | ![2-3w](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F⏱️_2--3w-blue) ![Go](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGo-00ADD8?logo=go&logoColor=white) ![Advanced](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002F●_Advanced-red) | Supply chain security • Dependency analysis • Malicious packages\u003Cbr>[Learn More](.\u002FSYNOPSES\u002Fadvanced\u002FSupply.Chain.Security.Analyzer.md) |\n\n---\n\n## Learn More\n\n**[Certification Roadmaps](.\u002FROADMAPS\u002FREADME.md)** - Career paths for SOC Analyst, Pentester, Security Engineer, GRC Analyst, and 6 more tracks\n\n**[Learning Resources](.\u002FRESOURCES\u002FREADME.md)** - Tools, courses, certifications, YouTube channels, Reddit communities, and security frameworks\n\n\n## License\n\nAGPL 3.0\n","Cybersecurity-Projects 是一个面向初学者到高级用户的网络安全项目集合，旨在通过实践学习提升安全技能。该项目包含70个不同难度级别的动手实验，从基础到进阶，覆盖了从零编程经验者到专业人员的广泛需求。所有项目均采用Python语言编写，并提供完整源代码，适合用于自学、教学参考或直接应用。此外，还提供了认证路线图和丰富的学习资源，帮助用户规划职业发展路径并掌握必要的工具和技术。适用于希望进入网络安全领域或提升现有技能水平的学习者与从业者。",2,"2026-06-11 03:42:44","high_star"]