[
  {
    "path": ".gitattributes",
    "content": "*.json text\n"
  },
  {
    "path": "CNAME",
    "content": "fuzzing-survey.org\n"
  },
  {
    "path": "CONTRIBUTING.md",
    "content": "# Contribution Guideline\n\nPlease read this guideline before creating a pull request (PR) or an issue on\nthis repository.\n\n## Inclusion Criteria\n\nIn order to ensure the quality of our database and to keep the genealogy graph\nsimple, we adopt the inclusion criteria we used in our survey. For a conference\npaper, it should have been published in one of the following top-tier venues:\n\n* ASE\n* CCS\n* FSE\n* ICSE\n* NDSS\n* PLDI\n* S&P\n* USENIX Security\n\nFor an open-sourced tool, it should either have gathered at least 100 stars in\nGitHub/GitLab or have been presented at Black Hat or DefCon. We do *not* include\npapers that present only theoretical aspects without implementing a fuzzing tool\nbecause this database is about the lineage of fuzzing tools. For example, our\n[survey](https://ieeexplore.ieee.org/document/8863940) itself should not be\nincluded in this database.\n\n## Git Commit Messages\n\nWe follow the convention described in [this\narticle](https://chris.beams.io/posts/git-commit/).\n\n## Adding a New Fuzzer\n\nThe database is stored in [`/data/fuzzers.json`](/data/fuzzers.json) using the\nfollowing schema. The **required** fields of each entry are:\n\n- `name`: The name of this fuzzer. This is the key by which this fuzzer is\n  referred to and must be *unique*.\n\n- `year`: The year when this fuzzer was published.\n\n- `targets`: The supported targets of this fuzzer. Examples include `file`,\n  `network`, `kernel`, `argument`, etc.\n\n- `color`: The degree of instrumentation of this fuzzer---blackbox, greybox, or\n  whitebox.\n\n- `references`: The `name`(s) of highly-related fuzzers, meaning other fuzzers\n  that this fuzzer was implemented on top of or was heavily inspired by. To\n  maintain simplicity, we limit this field to **two** entries in our database.\n\nThe following fields are *optional*, but please try to provide as much\ninformation as possible:\n\n- `author`: The author(s) of this fuzzer. When possible, please spell the *full\n  name(s)* and not just the initials.\n\n- `toolurl`: A URL to the source (preferred) or the executable of this fuzzer.\n\n- `title`: The title of the conference publication/talk or the journal\n  publication that presented this fuzzer.\n\n- `booktitle`: The book title of the conference proceedings if this fuzzer first\n  appeared at a conference.\n\n- `journal`, `volume`, `number`: The journal title, volume, and number of the\n  publication if this fuzzer first appeared in a journal.\n\n- `miscurl`: Miscellaneous links, e.g., URLs to papers or presentations.\n\n- `keywords`: Extra keywords describing this fuzzer. Make the list as concise as\n  possible.\n\n## Basic Rules for JSON\n\n- For effective version control, please format `/data/fuzzers.json` with the\n  following [`jq`](https://stedolan.github.io/jq/) command:\n  ```\n  jq \"sort_by(.name)\" fuzzers.json\n  ```\n"
  },
  {
    "path": "COPYING.md",
    "content": "                    GNU GENERAL PUBLIC LICENSE\r\n                       Version 3, 29 June 2007\r\n\r\n Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>\r\n Everyone is permitted to copy and distribute verbatim copies\r\n of this license document, but changing it is not allowed.\r\n\r\n                            Preamble\r\n\r\n  The GNU General Public License is a free, copyleft license for\r\nsoftware and other kinds of works.\r\n\r\n  The licenses for most software and other practical works are designed\r\nto take away your freedom to share and change the works.  By contrast,\r\nthe GNU General Public License is intended to guarantee your freedom to\r\nshare and change all versions of a program--to make sure it remains free\r\nsoftware for all its users.  We, the Free Software Foundation, use the\r\nGNU General Public License for most of our software; it applies also to\r\nany other work released this way by its authors.  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No Surrender of Others' Freedom.\r\n\r\n  If conditions are imposed on you (whether by court order, agreement or\r\notherwise) that contradict the conditions of this License, they do not\r\nexcuse you from the conditions of this License.  If you cannot convey a\r\ncovered work so as to satisfy simultaneously your obligations under this\r\nLicense and any other pertinent obligations, then as a consequence you may\r\nnot convey it at all.  For example, if you agree to terms that obligate you\r\nto collect a royalty for further conveying from those to whom you convey\r\nthe Program, the only way you could satisfy both those terms and this\r\nLicense would be to refrain entirely from conveying the Program.\r\n\r\n  13. 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It is safest\r\nto attach them to the start of each source file to most effectively\r\nstate the exclusion of warranty; and each file should have at least\r\nthe \"copyright\" line and a pointer to where the full notice is found.\r\n\r\n    <one line to give the program's name and a brief idea of what it does.>\r\n    Copyright (C) <year>  <name of author>\r\n\r\n    This program is free software: you can redistribute it and/or modify\r\n    it under the terms of the GNU General Public License as published by\r\n    the Free Software Foundation, either version 3 of the License, or\r\n    (at your option) any later version.\r\n\r\n    This program is distributed in the hope that it will be useful,\r\n    but WITHOUT ANY WARRANTY; without even the implied warranty of\r\n    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\r\n    GNU General Public License for more details.\r\n\r\n    You should have received a copy of the GNU General Public License\r\n    along with this program.  If not, see <https://www.gnu.org/licenses/>.\r\n\r\nAlso add information on how to contact you by electronic and paper mail.\r\n\r\n  If the program does terminal interaction, make it output a short\r\nnotice like this when it starts in an interactive mode:\r\n\r\n    <program>  Copyright (C) <year>  <name of author>\r\n    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.\r\n    This is free software, and you are welcome to redistribute it\r\n    under certain conditions; type `show c' for details.\r\n\r\nThe hypothetical commands `show w' and `show c' should show the appropriate\r\nparts of the General Public License.  Of course, your program's commands\r\nmight be different; for a GUI interface, you would use an \"about box\".\r\n\r\n  You should also get your employer (if you work as a programmer) or school,\r\nif any, to sign a \"copyright disclaimer\" for the program, if necessary.\r\nFor more information on this, and how to apply and follow the GNU GPL, see\r\n<https://www.gnu.org/licenses/>.\r\n\r\n  The GNU General Public License does not permit incorporating your program\r\ninto proprietary programs.  If your program is a subroutine library, you\r\nmay consider it more useful to permit linking proprietary applications with\r\nthe library.  If this is what you want to do, use the GNU Lesser General\r\nPublic License instead of this License.  But first, please read\r\n<https://www.gnu.org/licenses/why-not-lgpl.html>.\r\n"
  },
  {
    "path": "README.md",
    "content": "# Genealogy Database of Fuzzers\n\nThis repository is our attempt to maintain an up-to-date genealogy database of\nfuzzers and relevant papers. It is the continuation of an initial effort made by\nManès et al. in [\"The Art, Science, and Engineering of Fuzzing: A\nSurvey\"](https://ieeexplore.ieee.org/document/8863940), published in 2019 in\n*IEEE Transactions on Software Engineering*. You can visit\nhttps://fuzzing-survey.org to see an interactive site backed by this database.\n\n## What is this survey about?\n\nOur survey is about fuzzers and the relevant literature. Since \"fuzzing\" is a\nlargely overloaded term, a primary goal of our survey is to precisely define\nwhat fuzzing is and to characterize various fuzzers. To this end, we split the\nprocess of fuzzing into several steps and use them to systematically categorize\nfuzzers based on their features. This repository maintains one of the major\noutcomes of this effort, namely a genealogy graph of fuzzers.\n\n## How is this genealogy graph rendered?\n\nWe use a [force-directed graph layout\nalgorithm](https://en.wikipedia.org/wiki/Force-directed_graph_drawing) with\nseveral tweaks. In our current layout, nodes tend to be sorted vertically based\non their year of publication and inter-linked nodes tend to be spatially\nclustered together.\n\n## How can I contribute?\n\nWe have seeded this repository with the data we collected for our 2019 survey.\nDue to the rapid development in fuzzing, we realize our database will quickly\nbecome outdated due to missing papers and tools. It is our hope that, by hosting\nthis repository in public, you can contribute to this database and help keep it\nup-to-date. Please proceed to the [contribution guideline](CONTRIBUTING.md) if\nyou wish to contribute.\n\n## Who are the maintainers of this database?\n\nThis database is currently maintained by:\n- [Cyber Security Research Center (CSRC) at KAIST](https://csrc.kaist.ac.kr/)\n- [SoftSec Lab. at KAIST](https://softsec.kaist.ac.kr/)\n\n## How do I cite this work?\n\nIf you plan to refer to this work, please consider citing our 2019 survey using\nthe following BibTeX entry. Thank you!\n\n(We are hosting a [pre-print of our\nsurvey](https://softsec.kaist.ac.kr/~sangkilc/papers/manes-tse19.pdf) until the\nfinal version is published at IEEE.)\n\n```bibtex\n@ARTICLE{manes:tse:2021,\n  author = {Valentin J. M. Man{\\`{e}}s and HyungSeok Han and Choongwoo Han and Sang Kil Cha and Manuel Egele and Edward J. Schwartz and Maverick Woo},\n  title = {The Art, Science, and Engineering of Fuzzing: A Survey},\n  journal = {IEEE Transactions on Software Engineering},\n  volume = {47},\n  number = {11},\n  pages = {2312--2331},\n  year = 2021\n}\n```\n"
  },
  {
    "path": "css/asefuzz.css",
    "content": "/* */\n\nbody {\n  display: flex;\n  flex-direction: column;\n  min-height: 100vh;\n  height: 100%;\n  overflow: hidden;\n}\n\n.main {\n  flex: 1;\n  display: flex;\n  margin-left: 0;\n  margin-right: 0;\n  min-height: 0;\n}\n\n.searchform {\n  overflow: auto;\n  flex: 1;\n}\n\n.searchform__result {\n  position: absolute;\n  width: 50%;\n  z-index: 1;\n}\n\n.searchform__result > li {\n  overflow: hidden;\n  border: none;\n  cursor: pointer;\n}\n\n.searchform__result > li.active {\n  color: var(--dark);\n  background-color: var(--yellow);\n}\n\n.searchform__result > li:hover {\n  background-color: var(--yellow);\n}\n\n.canvas {\n  flex: 1;\n  min-height: 0;\n  overflow: hidden;\n}\n\n.separator {\n  display: none;\n}\n\n.infobox {\n  position: relative;\n  width: 100%;\n  height: 100%;\n  overflow-x: hidden;\n  transition: 0.5s;\n  padding: 0px;\n  display: none;\n}\n\n.infobox__close {\n  padding-top: 10px;\n  text-align: center;\n}\n\n@media (min-width: 768px) {\n  .separator {\n    display: initial;\n    flex-basis: 4px;\n    background-color: darkgrey;\n    cursor: col-resize;\n  }\n\n  .infobox {\n    display: initial;\n    height: 100%;\n    flex-basis: 400px;\n    overflow-x: hidden;\n    transition: 0.5s;\n    padding: 0px;\n  }\n\n  .infobox__close {\n    display: none;\n  }\n}\n\n.infobox__header {\n  background-color: lightgrey;\n  padding: 5px;\n}\n\n.infobox__icon,\n.infobox__icon:active,\n.infobox__icon:hover,\n.infobox__icon:visited {\n  color: var(--secondary);\n}\n\n.footer {\n  background-color: var(--light);\n}\n\n.node {\n  cursor: pointer;\n}\n\n.node-blackbox {\n  fill: #111111;\n  fill-opacity: 0.9;\n  stroke: var(--dark);\n  stroke-width: 3px;\n}\n\n.node-whitebox {\n  fill: #fefefe;\n  stroke: var(--dark);\n  stroke-width: 1px;\n}\n\n.node-greybox {\n  fill: #999999;\n  stroke: var(--gray);\n  stroke-width: 3px;\n}\n\n.node-found {\n  fill: var(--red) !important;\n}\n\n.node-selected {\n  fill: var(--green) !important;\n  stroke: var(--green) !important;\n}\n\n.nodetext {\n  font: 9px sans-serif;\n  font-weight: bold;\n  text-anchor: middle;\n  cursor: pointer;\n}\n\n.nodetext-blackbox {\n  fill: var(--white);\n}\n\n.link {\n  fill: none;\n  stroke: var(--gray);\n  stroke-width: 2px;\n}\n\n.stats-body__filter {\n  display: block;\n  width: 100%;\n  padding: 7px 10px;\n  border: 2px solid var(--gray);\n  border-radius: 15px;\n  outline: 0;\n}\n\n.modal.fade {\n  overflow: hidden;\n}\n\n.modal-content .modal-body {\n  height: 80vh;\n  overflow-y: scroll;\n}\n\n.accordion .card {\n  border: 0px;\n}\n\n.card .card-header {\n  padding: 5px;\n  border: 0px;\n  cursor: pointer;\n}\n\n.modal-body .accordion {\n  height: 200px;\n  overflow-y: scroll;\n}\n\n.space-top {\n  margin-top: 15px;\n}\n"
  },
  {
    "path": "data/fuzzers.json",
    "content": "[\n  {\n    \"name\": \"ACTOR\",\n    \"year\": \"2023\",\n    \"targets\": [\n      \"Kernel\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Marius Fleischer\",\n      \"Dipanjan Das\",\n      \"Priyanka Bose\",\n      \"Weiheng Bai\",\n      \"Kangjie Lu\",\n      \"Mathias Payer\",\n      \"Christopher Kruegel\",\n      \"Giovanni Vigna\"\n    ],\n    \"toolurl\": \"https://github.com/ucsb-seclab/actor\",\n    \"title\": \"ACTOR: Action-Guided Kernel Fuzzing\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"references\": [\n      \"syzkaller\"\n    ],\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/usenixsecurity23-fleischer.pdf\"\n    ]\n  },\n  {\n    \"name\": \"AFL\",\n    \"year\": 2014,\n    \"author\": [\n      \"Michał Zalewski\"\n    ],\n    \"toolurl\": \"http://lcamtuf.coredump.cx/afl/\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"miscurl\": [\n      \"http://lcamtuf.coredump.cx/afl/technical_details.txt\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFL++\",\n    \"year\": 2019,\n    \"author\": [\n      \"Marc Heuse\",\n      \"Heiko Eißfeldt\",\n      \"Andrea Fioraldi\",\n      \"Dominik Maier\"\n    ],\n    \"toolurl\": \"https://github.com/AFLplusplus/AFLplusplus\",\n    \"miscurl\": [\n      \"https://aflplus.plus/\"\n    ],\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFLFast\",\n      \"MOPT\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFL-HIER\",\n    \"year\": 2021,\n    \"author\": [\n      \"Jinghan Wang\",\n      \"Chengyu Song\",\n      \"Heng Yin\"\n    ],\n    \"title\": \"Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing\",\n    \"booktitle\": \"Proceedings of the Network and Distributed System Security Symposium\",\n    \"toolurl\": \"https://github.com/bitsecurerlab/aflplusplus-hier\",\n    \"miscurl\": [\n      \"https://www.cs.ucr.edu/~heng/pubs/afl-hier.pdf\"\n    ],\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFL\",\n      \"AFL++\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFLChurn\",\n    \"year\": 2021,\n    \"author\": [\n      \"Xiaogang Zhu\",\n      \"Marcel Böhme\"\n    ],\n    \"title\": \"Regression Greybox Fuzzing\",\n    \"booktitle\": \"Proceedings of the ACM Conference on Computer and Communications Security\",\n    \"toolurl\": \"https://github.com/aflchurn/aflchurn\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFL\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFLFast\",\n    \"year\": 2016,\n    \"author\": [\n      \"Marcel Böhme\",\n      \"Van-Thuan Pham\",\n      \"Abhik Roychoudhury\"\n    ],\n    \"title\": \"Coverage-based Greybox Fuzzing as Markov Chain\",\n    \"booktitle\": \"Proceedings of the ACM Conference on Computer and Communications Security\",\n    \"miscurl\": [\n      \"https://mboehme.github.io/paper/CCS16.pdf\",\n      \"https://mboehme.github.io/paper/TSE18.pdf\"\n    ],\n    \"toolurl\": \"https://github.com/mboehme/aflfast\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFL\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFLGo\",\n    \"year\": 2017,\n    \"author\": [\n      \"Marcel Böhme\",\n      \"Van-Thuan Pham\",\n      \"Manh-Dung Nguyen\",\n      \"Abhik Roychoudhury\"\n    ],\n    \"title\": \"Directed Greybox Fuzzing\",\n    \"booktitle\": \"Proceedings of the ACM Conference on Computer and Communications Security\",\n    \"miscurl\": [\n      \"https://mboehme.github.io/paper/CCS17.pdf\"\n    ],\n    \"toolurl\": \"https://github.com/aflgo/aflgo\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFL\",\n      \"AFLFast\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AFLNet\",\n    \"year\": 2020,\n    \"targets\": [\n      \"Network\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Van-Thuan Pham\",\n      \"Marcel Böhme\",\n      \"Abhik Roychoudhury\"\n    ],\n    \"toolurl\": \"https://github.com/aflnet/aflnet\",\n    \"title\": \"AFLNet: A Greybox Fuzzer for Network Protocols\",\n    \"booktitle\": \"Proceedings of the International Conference on Software Testing, Validation and Verification\",\n    \"references\": [\n      \"AFL\"\n    ],\n    \"miscurl\": [\n      \"https://ieeexplore.ieee.org/document/9159093\"\n    ]\n  },\n  {\n    \"name\": \"AFLRun\",\n    \"year\": \"2024\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Huanyao Rong\",\n      \"Wei You\",\n      \"XiaoFeng Wang\",\n      \"Tiaohao Mao\"\n    ],\n    \"toolurl\": \"https://github.com/Mem2019/AFLRun\",\n    \"title\": \"Toward Unbiased Multiple-Target Fuzzing with Path Diversity\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n 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Santosa\",\n      \"Alexandru Razvan Caciulescu\",\n      \"Abhik Roychoudhury\"\n    ],\n    \"title\": \"Smart Greybox Fuzzing\",\n    \"booktitle\": \"IEEE Transactions on Software Engineering\",\n    \"toolurl\": \"https://github.com/aflsmart/aflsmart\",\n    \"miscurl\": [\n      \"https://thuanpv.github.io/publications/TSE19_aflsmart.pdf\"\n    ],\n    \"references\": [\n      \"AFL\"\n    ],\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"AIFORE\",\n    \"year\": 2023,\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Ji Shi\",\n      \"Zhun Wang\",\n      \"Zhiyao Feng\",\n      \"Yang Lan\",\n      \"Shisong Qin\",\n      \"Wei You\",\n      \"Wei Zou\",\n      \"Mathias Payer\",\n      \"Chao Zhang\"\n    ],\n    \"title\": \"AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"references\": [\n      \"VUzzer\"\n    ],\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/usenixsecurity23-shi-ji.pdf\"\n    ]\n  },\n  {\n    \"name\": \"AMPFuzz\",\n    \"year\": 2022,\n    \"targets\": [\n      \"Network\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Johannes Krupp\",\n      \"Ilya Grishchenko\",\n      \"Christian Rossow\"\n    ],\n    \"toolurl\": \"https://github.com/cispa/ampfuzz\",\n    \"title\": \"AmpFuzz: Fuzzing for Amplification DDoS Vulnerabilities\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"references\": [\n      \"ParmeSan\",\n      \"Angora\"\n    ],\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/sec22-krupp.pdf\"\n    ]\n  },\n  {\n    \"name\": \"APE\",\n    \"year\": 2019,\n    \"author\": [\n      \"Tianxiao Gu\",\n      \"Chengnian Sun\",\n      \"Xiaoxing Ma\",\n      \"Chun Cao\",\n      \"Chang Xu\",\n      \"Yuan Yao\",\n      \"Qirun Zhang\",\n      \"Jian Lu\",\n      \"Zhendong Su\"\n    ],\n    \"title\": \"Practical GUI Testing of Android Applications via Model Abstraction and Refinement\",\n    \"booktitle\": \"Proceedings of the International Conference on Automated Software Engineering\",\n    \"toolurl\": \"https://github.com/tianxiaogu/ape\",\n    \"miscurl\": [\n      \"http://gutianxiao.com/static/ape-icse-2019.pdf\"\n    ],\n    \"targets\": [\n      \"UI\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"Aafer et al.\",\n    \"year\": 2021,\n    \"author\": [\n      \"Yousra Aafer\",\n      \"Wei You\",\n      \"Yi Sun\",\n      \"Yu Shi\",\n      \"Xiangyu Zhang\",\n      \"Heng Yin\"\n    ],\n    \"title\": \"Android SmartTVs Vulnerability Discovery via Log-Guided Fuzzing\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/sec21fall-aafer.pdf\"\n    ],\n    \"targets\": [\n      \"API\"\n    ],\n    \"references\": [\n      \"FANS\",\n      \"IoTFuzzer\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"Angora\",\n    \"year\": 2018,\n    \"author\": [\n      \"Peng Chen\",\n      \"Hao Chen\"\n    ],\n    \"title\": \"Angora: Efficient Fuzzing by Principled Search\",\n    \"booktitle\": \"Proceedings of the IEEE Symposium on Security and Privacy\",\n    \"toolurl\": \"https://github.com/AngoraFuzzer/Angora\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"AFL\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"Ankou\",\n    \"year\": 2020,\n    \"author\": [\n      \"Valentin J.M. 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\"Dmitry Vyukov\"\n    ],\n    \"toolurl\": \"https://github.com/dvyukov/go-fuzz\",\n    \"references\": [\n      \"LibFuzzer\"\n    ],\n    \"targets\": [\n      \"Lib\"\n    ],\n    \"miscurl\": [\n      \"https://github.com/dvyukov/go-fuzz/tree/master/slides\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"harbian-qa\",\n    \"year\": 2018,\n    \"author\": [\n      \"HardenedLinux\"\n    ],\n    \"toolurl\": \"https://github.com/hardenedlinux/harbian-qa\",\n    \"targets\": [\n      \"Kernel\"\n    ],\n    \"references\": [\n      \"syzkaller\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"honggfuzz\",\n    \"year\": 2010,\n    \"author\": [\n      \"Robert Swiecki\",\n      \"Felix Gröbert\"\n    ],\n    \"toolurl\": \"https://github.com/google/honggfuzz\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"EFS\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"jFuzz\",\n    \"year\": 2009,\n    \"author\": [\n      \"Karthick Jayaraman\",\n      \"David Harvison\",\n      \"Vijay Ganesh\",\n      \"Adam Kiezun\"\n    ],\n    \"title\": \"jFuzz: A Concolic Whitebox Fuzzer for Java\",\n    \"booktitle\": \"Proceedings of the First NASA Forma Methods Symposium\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"SAGE\"\n    ],\n    \"color\": \"whitebox\"\n  },\n  {\n    \"name\": \"jsfunfuzz\",\n    \"year\": 2007,\n    \"author\": [\n      \"Window Snyder\",\n      \"Mike Shaver\",\n      \"Jesse Ruderman\"\n    ],\n    \"title\": \"Building and Breaking the BrowserWindow Snyder\",\n    \"toolurl\": \"https://github.com/MozillaSecurity/funfuzz\",\n    \"booktitle\": \"Proceedings of the Black Hat USA\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"blackbox\",\n    \"keywords\": [\n      \"JavaScript\"\n    ]\n  },\n  {\n    \"name\": \"kAFL\",\n    \"year\": 2017,\n    \"author\": [\n      \"Sergej Schumilo\",\n      \"Cornelius Aschermann\",\n      \"Robert Gawlik\",\n      \"Sebastian Schinzel\",\n      \"Thorsten Holz\"\n    ],\n    \"title\": \"kAFL: Hardware-Assisted Feedback Fuzzing for OS Kernels\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"toolurl\": \"https://github.com/RUB-SysSec/kAFL\",\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/conference/usenixsecurity17/sec17-schumilo.pdf\"\n    ],\n    \"targets\": [\n      \"Kernel\"\n    ],\n    \"references\": [\n      \"AFL\",\n      \"syzkaller\",\n      \"Triforce\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"kb-Anonymity\",\n    \"year\": 2011,\n    \"author\": [\n      \"Aditya Budi\",\n      \"David Lo\",\n      \"Lingxiao Jiang\",\n      \"Lucia\"\n    ],\n    \"title\": \"kb-Anonymity: A Model for Anonymized Behavior-Preserving Test and Debugging Data\",\n    \"booktitle\": \"Proceedings of the ACM Conference on Programming Language Design and Implementation\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"references\": [\n      \"jFuzz\"\n    ],\n    \"color\": \"whitebox\"\n  },\n  {\n    \"name\": \"mGPTFuzz\",\n    \"year\": \"2024\",\n    \"targets\": [\n      \"IoT\"\n    ],\n    \"color\": \"blackbox\",\n    \"author\": [\n      \"Xiaoyue Ma\",\n      \"Lannan Luo\",\n      \"Qiang Zeng\"\n    ],\n    \"title\": \"From One Thousand Pages of Specification to Unveiling Hidden Bugs: Large Language Model Assisted Fuzzing of Matter IoT Devices\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"references\": [\n      \"HubFuzzer\"\n    ],\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/usenixsecurity24-ma-xiaoyue.pdf\"\n    ]\n  },\n  {\n    \"name\": \"mufuzz\",\n    \"year\": \"2023\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"greybox\",\n    \"references\": [\n      \"LibAFL\"\n    ],\n    \"author\": [\n      \"Yongheng Chen\",\n      \"Rui Zhong\",\n      \"Yupeng Yang\",\n      \"Hong Hu\",\n      \"Dinghao Wu\",\n      \"Wenke Lee\"\n    ],\n    \"toolurl\": \"https://github.com/OMH4ck/mufuzz\",\n    \"title\": \"µFUZZ: Redesign of Parallel Fuzzing using Microservice Architecture\",\n    \"booktitle\": \"Proceedings of the USENIX Security Symposium\",\n    \"miscurl\": [\n      \"https://www.usenix.org/system/files/usenixsecurity23-chen-yongheng.pdf\"\n    ]\n  },\n  {\n    \"name\": \"orangfuzz\",\n    \"year\": 2013,\n    \"author\": [\n      \"Gary Kwong\"\n    ],\n    \"toolurl\": \"https://github.com/MozillaSecurity/orangfuzz\",\n    \"targets\": [\n      \"UI\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"perf_fuzzer\",\n    \"year\": 2015,\n    \"author\": [\n      \"Vincent M. Weaver\",\n      \"Dave Jones\"\n    ],\n    \"title\": \"perf_fuzzer: Targeted Fuzzing of the perf_event_open() System Call\",\n    \"miscurl\": [\n      \"https://pdfs.semanticscholar.org/a80c/f182c22c5e11d523c8af36732576a1d3d8d4.pdf\"\n    ],\n    \"targets\": [\n      \"Kernel\"\n    ],\n    \"references\": [\n      \"Trinity\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"radamsa\",\n    \"year\": 2011,\n    \"author\": [\n      \"Aki Helin\"\n    ],\n    \"toolurl\": \"https://gitlab.com/akihe/radamsa\",\n    \"targets\": [\n      \"File\",\n      \"Network\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"ref_fuzz\",\n    \"year\": 2008,\n    \"author\": [\n      \"Michał Zalewski\"\n    ],\n    \"toolurl\": \"http://lcamtuf.coredump.cx/ref_fuzz5.html\",\n    \"miscurl\": [\n      \"http://lcamtuf.coredump.cx/cross_fuzz/fuzzer_timeline.txt\"\n    ],\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"sFuzz\",\n    \"year\": 2020,\n    \"author\": [\n      \"Tai D. Nguyen\",\n      \"Long H. Pham\",\n      \"Jun Sun\",\n      \"Yun Lin\",\n      \"Quang Tran Minh\"\n    ],\n    \"title\": \"sFuzz: An Efficient Adaptive Fuzzer for Solidity Smart Contracts\",\n    \"booktitle\": \"Proceedings of the International Conference on Software Engineering\",\n    \"targets\": [\n      \"EVM\"\n    ],\n    \"toolurl\": \"https://sfuzz.github.io/\",\n    \"references\": [\n      \"AFL\",\n      \"ContractFuzzer\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"syzkaller\",\n    \"year\": 2015,\n    \"author\": [\n      \"Dmitry Vyukov\"\n    ],\n    \"toolurl\": \"https://github.com/dvyukov/syzkaller\",\n    \"targets\": [\n      \"Kernel\"\n    ],\n    \"references\": [\n      \"Trinity\",\n      \"perf_fuzzer\"\n    ],\n    \"color\": \"greybox\"\n  },\n  {\n    \"name\": \"tavor\",\n    \"year\": 2014,\n    \"author\": [\n      \"Markus Zimmermann\"\n    ],\n    \"toolurl\": \"https://github.com/zimmski/tavor\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"tlsfuzzer\",\n    \"year\": 2015,\n    \"author\": [\n      \"Hubert Kario\"\n    ],\n    \"toolurl\": \"https://github.com/tomato42/tlsfuzzer\",\n    \"targets\": [\n      \"Network\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"tlspuffin\",\n    \"year\": \"2024\",\n    \"targets\": [\n      \"Network\"\n    ],\n    \"color\": \"greybox\",\n    \"references\": [\n      \"LibAFL\"\n    ],\n    \"author\": [\n      \"Max Ammann\",\n      \"Lucca Hirschi\",\n      \"Steve Kremer\"\n    ],\n    \"toolurl\": \"https://github.com/tlspuffin/tlspuffin\",\n    \"title\": \"DY Fuzzing: Formal Dolev-Yao Models Meet Cryptographic Protocol Fuzz Testing\",\n    \"booktitle\": \"Proceedings of the IEEE Symposium on Security and Privacy\",\n    \"miscurl\": [\n      \"https://www.computer.org/csdl/proceedings-article/sp/2024/313000a096/1Ub234bjuWA\"\n    ],\n    \"keywords\": [\n      \"Dolev-Yao Model\"\n    ]\n  },\n  {\n    \"name\": \"xFUZZ\",\n    \"year\": \"2025\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"greybox\",\n    \"references\": [\n      \"AFL\"\n    ],\n    \"author\": [\n      \"DongSong Yu\",\n      \"Yiyi Wang\",\n      \"Chao Zhang\",\n      \"Yang Lan\",\n      \"Zhiyuan Jiang\",\n      \"Shuitao Gan\",\n      \"Zheyu Ma\",\n      \"Wende Tan\"\n    ],\n    \"title\": \"xFUZZ: A Flexible Framework for Fine-Grained, Runtime-Adaptive Fuzzing Strategy Composition\",\n    \"booktitle\": \"Proceedings of the International Symposium on Software Testing and Analysis\",\n    \"miscurl\": [\n      \"https://dl.acm.org/doi/pdf/10.1145/3728873\"\n    ]\n  },\n  {\n    \"name\": \"zzuf\",\n    \"year\": 2004,\n    \"author\": [\n      \"Sam Hocevar\"\n    ],\n    \"toolurl\": \"https://github.com/samhocevar/zzuf\",\n    \"targets\": [\n      \"File\"\n    ],\n    \"color\": \"blackbox\"\n  },\n  {\n    \"name\": \"𝜇AFL\",\n    \"year\": 2022,\n    \"targets\": [\n      \"Firmware\"\n    ],\n    \"color\": \"greybox\",\n    \"author\": [\n      \"Wenqiang Li\",\n      \"Jiameng Shi\",\n      \"Fengjun Li\",\n      \"Jingqiang Lin\",\n      \"Wei Wang\",\n      \"Le Guan\"\n    ],\n    \"toolurl\": \"https://github.com/MCUSec/microAFL\",\n    \"title\": \"𝜇AFL: Non-intrusive Feedback-driven Fuzzing for Microcontroller Firmware\",\n    \"booktitle\": \"Proceedings of the International Conference on Software Engineering\",\n    \"references\": [\n      \"AFL\"\n    ],\n    \"miscurl\": [\n      \"https://arxiv.org/pdf/2202.03013.pdf\"\n    ]\n  }\n]\n"
  },
  {
    "path": "index.html",
    "content": "<!doctype html>\n<html>\n  <head>\n    <meta charset=\"utf-8\">\n    <meta name=\"viewport\"\n          content=\"width=device-width, initial-scale=1, shrink-to-fit=no\">\n    <meta name=\"description\" content=\"Genealogy database of fuzzers originated from the paper: `The Art, Science, and Engineering of Fuzzing: A Survey`.\">\n\n    <!-- Google / Search Engine Tags -->\n    <meta itemprop=\"name\" content=\"Fuzzing Survey\">\n    <meta itemprop=\"description\" content=\"Genealogy database of fuzzers originated from the paper: `The Art, Science, and Engineering of Fuzzing: A Survey`.\">\n    <meta itemprop=\"image\" content=\"https://fuzzing-survey.org/images/screenshot.png\">\n\n    <!-- Facebook Meta Tags -->\n    <meta property=\"og:url\" content=\"https://fuzzing-survey.org\">\n    <meta property=\"og:type\" content=\"website\">\n    <meta property=\"og:title\" content=\"Fuzzing Survey\">\n    <meta property=\"og:description\" content=\"Genealogy database of fuzzers originated from the paper: `The Art, Science, and Engineering of Fuzzing: A Survey`.\">\n    <meta property=\"og:image\" content=\"https://fuzzing-survey.org/images/screenshot.png\">\n\n    <!-- Twitter Meta Tags -->\n    <meta name=\"twitter:card\" content=\"summary_large_image\">\n    <meta name=\"twitter:title\" content=\"Fuzzing Survey\">\n    <meta name=\"twitter:description\" content=\"Genealogy database of fuzzers originated from the paper: `The Art, Science, and Engineering of Fuzzing: A Survey`.\">\n    <meta name=\"twitter:image\" content=\"https://fuzzing-survey.org/images/screenshot.png\">\n\n    <title>Fuzzing Survey</title>\n    <link rel=\"stylesheet\" href=\"css/bootstrap.min.css\" />\n    <link rel=\"stylesheet\" href=\"css/font-awesome.min.css\" />\n    <link rel=\"stylesheet\" href=\"css/asefuzz.css\" />\n  </head>\n  <body>\n    <header>\n      <nav class=\"navbar navbar-expand-sm navbar-dark bg-dark\">\n        <a class=\"navbar-brand\" href=\"#\">Fuzzing Survey</a>\n        <div class=\"searchform\">\n          <input class=\"form-control\" type=\"search\" value=\"\" autofocus\n                 id=\"js-searchform-text\"\n                 placeholder=\"Type keywords\" />\n          <ul class=\"list-group searchform__result\" id=\"js-searchform-result\">\n            <!-- li class=\"list-group-item py-1\">AAA</li-->\n          </ul>\n        </div>\n        <button class=\"navbar-toggler\" type=\"button\" data-toggle=\"collapse\"\n                data-target=\"#navbar-collapse\"\n                aria-controls=\"navbar-collapse\"\n                aria-expanded=\"false\"\n                aria-label=\"Toggle navigation\">\n          <span class=\"navbar-toggler-icon\"></span>\n        </button>\n        <div class=\"collapse navbar-collapse\" id=\"navbar-collapse\">\n          <ul class=\"nav navbar-nav ml-auto\">\n            <li class=\"nav-item\">\n              <a href=\"#\" class=\"nav-link\" data-toggle=\"modal\"\n                 data-target=\"#js-stats-dialog\">Show Stats</a>\n            </li>\n            <li class=\"nav-item\">\n              <a class=\"nav-link\"\n                 href=\"https://github.com/SoftSec-KAIST/Fuzzing-Survey\">\n                Want to Contribute?</a>\n            </li>\n          </ul>\n        </div>\n      </nav>\n    </header>\n\n    <main role=\"main\" class=\"main\">\n      <div class=\"canvas\" id=\"js-canvas\"></div>\n      <div class=\"separator\" id=\"js-separator\"></div>\n      <div class=\"infobox\" id=\"js-infobox\">\n        <div class=\"infobox__header\" id=\"js-infobox-header\">\n          <h4 id=\"js-infobox-title\">Select a fuzzer</h4>\n        </div>\n        <div id=\"js-infobox-content\"></div>\n        <div class=\"infobox__close\">\n          <button id=\"js-infobox-close\">Close</button>\n        </div>\n      </div>\n    </main>\n\n    <footer class=\"footer py-3 fixed-bottom\">\n      <div class=\"container text-center\">\n        <span class=\"text-muted\">\n          This site is maintained by\n          <a href=\"https://softsec.kaist.ac.kr\">SoftSec Lab.</a> and\n          <a href=\"http://csrc.kaist.ac.kr\">CSRC</a>, KAIST.\n        </span>\n      </div>\n    </footer>\n\n    <div class=\"modal fade\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\"\n         id=\"js-stats-dialog\">\n      <div class=\"modal-dialog modal-lg\">\n        <div class=\"modal-content\">\n          <div class=\"modal-header\">\n            <h5 class=\"modal-title\">Fuzzers Stats</h5>\n            <button type=\"button\" class=\"close\"\n                    data-dismiss=\"modal\" aria-label=\"Close\">\n              <span aria-hidden=\"true\">&times;</span>\n            </button>\n          </div>\n          <div class=\"modal-body\" id=\"js-stats-body\">\n            <div class=\"container\">\n              <div id=\"js-stats-body__summary\">\n                <p>\n                  You can see here all the fuzzers in our DB, and can use\n                  specific keyword(s) you are interested in to filter out the entries\n                  in the lists. Our DB includes fuzzers published in top-tier\n                  venues. To see more detailed inclusion criteria, please see\n                  <a href=\"https://github.com/SoftSec-KAIST/Fuzzing-Survey/blob/master/CONTRIBUTING.md\">this</a>.\n                </p>\n              </div>\n              <div class=\"pb-3\">\n                <input type=\"search\" class=\"stats-body__filter\"\n                       id=\"js-stats-body__filter\"\n                       placeholder=\"Filter\" />\n              </div>\n              <div class=\"row\">\n                <div class=\"col-sm\">\n                  <h5>Venues (# of fuzzers)</h5>\n                  <div class=\"accordion\" id=\"js-stats-body__venues\"\n                       role=\"tablist\" aria-multiselectable=\"true\">\n                  </div>\n                </div>\n              </div>\n              <div class=\"row space-top\">\n                <div class=\"col-sm\">\n                  <h5>Target kinds (# of fuzzers)</h5>\n                  <div class=\"accordion\" id=\"js-stats-body__targets\"\n                       role=\"tablist\" aria-multiselectable=\"true\">\n                  </div>\n                </div>\n                <div class=\"col-sm\">\n                  <h5>Authors (# of fuzzers)</h5>\n                  <div class=\"accordion\" id=\"js-stats-body__authors\"\n                       role=\"tablist\" aria-multiselectable=\"true\">\n                  </div>\n                </div>\n              </div>\n            </div>\n          </div>\n        </div>\n      </div>\n    </div>\n\n    <script src=\"js/jquery.min.js\"></script>\n    <script src=\"js/jquery-ui.min.js\"></script>\n    <script src=\"js/bootstrap.bundle.min.js\"></script>\n    <script src=\"js/d3.min.js\"></script>\n    <script src=\"js/asefuzz.js\"></script>\n  </body>\n</html>\n"
  },
  {
    "path": "js/asefuzz.js",
    "content": "// Art, Science, and Engineering of Fuzzing\n//\n// Copyright (C) 2019 Sang Kil Cha\n//\n// This program comes with ABSOLUTELY NO WARRANTY; for details see COPYING.md.\n// This is free software, and you are welcome to redistribute it under certain\n// conditions; see COPYING.md for details.\n\n\"use strict\";\n\n// When Miller et al. first published the seminal paper.\nconst theFirstYear = 1990;\n\n// The heightr of each year bar.\nconst yearHeight = 100;\n\n// The width of each year bar. Set this value big enough to handle many fuzzers!\nconst yearWidth = 100000;\n\n// The minimum scale that we can set.\nconst minScale = 0.2;\n\n// The currently selected node's name.\nvar currentSelection = undefined;\n\nfunction createCanvas(width, height) {\n  return d3.select(\"#js-canvas\")\n    .append(\"svg\")\n      .attr(\"width\", \"100%\")\n      .attr(\"height\", \"100%\");\n}\n\nfunction parseJSONData(arr) {\n  let dict = {};\n  var data = {\n    \"nodes\": [],\n    \"links\": []\n  };\n  $.each(arr, function (_, obj) {\n    dict[obj.name] = obj;\n    data.nodes.push(obj);\n  });\n  $.each(arr, function (_, obj) {\n    if (obj.references !== undefined) {\n      $.each(obj.references, function (_, ref) {\n        data.links.push({ \"source\": obj.name, \"target\": ref });\n      });\n    }\n  });\n  return data;\n}\n\nfunction drawEdges(g, d) {\n  return g.append(\"g\")\n    .selectAll(\"line\")\n    .data(d.links)\n    .enter()\n    .append(\"line\")\n      .classed(\"link\", true);\n}\n\nfunction buildAuthors(node) {\n  let s = \"\";\n  $.each(node.author, function (i, a) {\n    if (i == node.author.length - 1 && node.author.length > 1)\n      s += \", and \" + a;\n    else s += \", \" + a;\n  });\n  return s;\n}\n\nfunction buildRef(node) {\n  let s = \"\";\n  if (node.title !== undefined) {\n    s += \"\\\"\" + node.title + \"\\\"\";\n  } else {\n    s += \"\\\"\" + node.name + \"\\\"\";\n  }\n  if (node.author !== undefined) {\n    s += buildAuthors(node);\n  }\n  if (node.booktitle !== undefined) {\n    s += \". In \" + node.booktitle;\n  }\n  if (node.journal !== undefined) {\n    s += \". \" + node.journal + \", \" + node.volume + \"(\" + node.number + \")\";\n  }\n  if (node.year !== undefined) {\n    s += \", \" + node.year;\n  }\n  return s;\n}\n\nfunction appendPublicationOrCredit(list, node) {\n  if (node.title !== undefined)\n    list.append(\"li\")\n      .classed(\"list-group-item\", true)\n      .text(buildRef(node));\n  else if (node.author !== undefined)\n    list.append(\"li\")\n      .classed(\"list-group-item\", true)\n      .text(node.name + buildAuthors(node) + \", \" + node.year);\n}\n\nfunction constructIcon(faName, title) {\n  return \"<i class=\\\"fa \" + faName + \"\\\" title = \\\"\" + title + \"\\\"></i> \";\n}\n\nfunction constructCharSpan(ch, title) {\n  return \"<i title = \\\"\" + title + \"\\\">\" + ch + \"</i> \";\n}\n\nfunction appendToolURL(list, node) {\n  const item = list.append(\"li\").classed(\"list-group-item\", true);\n  item.append(\"b\").text(\"Tool URL: \");\n  if (node.toolurl !== undefined)\n    item.append(\"a\")\n      .classed(\"infobox__icon\", true)\n      .attr(\"href\", node.toolurl)\n      .html(constructIcon(\"fa-wrench\", \"Tool available\"));\n  else\n    item.append(\"span\").text(\"Not available.\");\n}\n\nfunction appendTargetInfo(list, node) {\n  const item = list.append(\"li\").classed(\"list-group-item\", true);\n  item.append(\"b\").text(\"Targets: \");\n  if (node.targets !== undefined && node.targets.length > 0)\n    item\n      .selectAll(\"span\")\n      .data(node.targets)\n      .enter()\n        .append(\"span\")\n        .classed(\"infobox__icon\", true)\n        .html(function (target) {\n          switch (target) {\n          case \"file\":\n            return constructIcon(\"fa-file\", \"File fuzzing\");\n          case \"network\":\n            return constructIcon(\"fa-wifi\", \"Network fuzzing\");\n          case \"argument\":\n            return constructCharSpan(\"A\", \"Argument fuzzing\");\n          case \"kernel\":\n            return constructCharSpan(\"K\", \"Kernel fuzzing\");\n          case \"lib\":\n            return constructCharSpan(\"L\", \"Library fuzzing\");\n          default:\n            return \"<i title=\\\"\" + target + \"\\\">\" + target + \"</i> \";\n          }\n        });\n  else\n    item.append(\"span\").text(\"Unknown\");\n}\n\nfunction appendMiscURL(list, node) {\n  const item = list.append(\"li\").classed(\"list-group-item\", true);\n  item.append(\"b\").text(\"Misc. URLs: \");\n  if (node.miscurl !== undefined)\n    $.each(node.miscurl, function (_, url) {\n      item.append(\"a\")\n          .attr(\"href\", url)\n          .classed(\"infobox__icon\", true)\n          .html(constructIcon(\"fa-link\", url));\n    });\n  else\n    item.append(\"span\").text(\"Not available.\");\n}\n\nfunction appendSharableLink(list, node) {\n  const item = list.append(\"li\").classed(\"list-group-item\", true);\n  const url = location.protocol + \"//\" + location.host + location.pathname;\n  item.append(\"b\").text(\"Share: \");\n  item.append(\"a\").attr(\"href\", url + \"?k=\" + node.name)\n    .html(constructIcon(\"fa-share\", node.name));\n}\n\nfunction getPubYear(node) {\n  if (node.year !== undefined) return \" (\" + node.year + \")\";\n  else return \"\";\n}\n\nfunction setTitle(node) {\n  const header = d3.select(\"#js-infobox-header\");\n  if (node === undefined) {\n    d3.select(\"#js-infobox-title\").text(\"Select a fuzzer\");\n  } else {\n    d3.select(\"#js-infobox-title\")\n      .text(\"[\" + node.color + \"] \" + node.name + getPubYear(node));\n  }\n}\n\nfunction clearContents() {\n  return d3.select(\"#js-infobox-content\").html(\"\");\n}\n\nfunction showInfobox() {\n  d3.select(\"#js-infobox\").style(\"display\", \"block\");\n}\n\nfunction hideInfobox() {\n  d3.select(\"#js-infobox\").style(\"display\", \"none\");\n}\n\nfunction onClick(node) {\n  let list = clearContents().append(\"ul\").classed(\"list-group\", true);\n  appendPublicationOrCredit(list, node);\n  appendTargetInfo(list, node);\n  appendToolURL(list, node);\n  appendMiscURL(list, node);\n  appendSharableLink(list, node);\n  setTitle(node);\n  currentSelection = node.name;\n  showInfobox();\n}\n\nfunction drawNodes(g, d, simulation) {\n  const nodes = g.append(\"g\")\n    .selectAll(\"rect\")\n    .data(d.nodes)\n    .enter()\n    .append(\"g\");\n\n  function dragStart(d) {\n    if (!d3.event.active) simulation.alphaTarget(0.3).restart()\n    d.fx = d.x;\n    d.fy = d.y;\n    d.isDragging = true;\n  }\n\n  function dragMiddle(d) {\n    d.fx = d3.event.x;\n    d.fy = d3.event.y;\n  }\n\n  function dragEnd(d) {\n    if (!d3.event.active) simulation.alphaTarget(0);\n    d.fx = null;\n    d.fy = null;\n    d.isDragging = false;\n  }\n\n  nodes.append(\"ellipse\")\n    .attr(\"rx\", 40)\n    .attr(\"ry\", 12)\n    .attr(\"class\", function (d) {\n      switch (d.color) {\n      case \"blackbox\": return \"node node-blackbox\";\n      case \"whitebox\": return \"node node-whitebox\";\n      default: return \"node node-greybox\";\n      }\n    })\n    .on(\"click\", onClick)\n    .call(d3.drag()\n            .on(\"start\", dragStart)\n            .on(\"drag\", dragMiddle)\n            .on(\"end\", dragEnd));\n\n  nodes.append(\"text\")\n    .attr(\"class\", function (d) {\n      switch (d.color) {\n      case \"blackbox\": return \"nodetext nodetext-blackbox\";\n      default: return \"nodetext\";\n      }\n    })\n    .attr(\"dominant-baseline\", \"middle\")\n    .text(function (d) { return d.name })\n    .on(\"click\", onClick);\n\n  const dragHandler = d3.drag()\n    .on(\"start\", dragStart)\n    .on(\"drag\", dragMiddle)\n    .on(\"end\", dragEnd);\n  dragHandler(nodes);\n\n  return nodes;\n}\n\nfunction computeMaxYear(d) {\n  return d.reduce(function (acc, obj) {\n    return Math.max(acc, obj.year);\n  }, theFirstYear);\n}\n\nfunction installZoomHandler(height, canvas, g, d) {\n  const maxX = yearWidth / 4;\n  const maxY = (yearHeight + 2) * (computeMaxYear(d.nodes) - theFirstYear + 1);\n  const marginY = height / 2 / minScale;\n  const zoomHandler =\n    d3.zoom()\n      .scaleExtent([minScale, 5])\n      .translateExtent([[-maxX, -yearHeight - marginY], [maxX, maxY + marginY]])\n      .on(\"zoom\", function () {\n        g.attr(\"transform\", d3.event.transform)\n      });\n  zoomHandler(canvas);\n  return zoomHandler;\n}\n\nfunction fieldMatch(field, re) {\n  if (field !== undefined) return field.match(re);\n  return false;\n}\n\nfunction arrayMatch(targets, re) {\n  if (targets === undefined) return false;\n  for (let i = 0; i < targets.length; i++) {\n    if (fieldMatch(targets[i], re)) return true;\n  }\n  return false;\n}\n\nfunction escapeRegExp(string) {\n  return string.replace(/[.*+\\-?^${}()|[\\]\\\\]/g, '\\\\$&');\n}\n\nfunction clearSearchResults(nodes, resultList) {\n  nodes.select(\".node\").classed(\"node-found\", function (node) {\n    return (currentSelection === node.name);\n  });\n  resultList.html(\"\");\n}\n\nfunction showFuzzer(node, nodes, zoom, canvas, width, height) {\n  const resultList = d3.select(\"#js-searchform-result\");\n  const k = 2.0;\n  const x = - node.x * k + width / 2;\n  const y = - node.y * k + height / 2;\n  onClick(node);\n  clearSearchResults(nodes, resultList);\n  canvas.transition().duration(750)\n    .call(zoom.transform,\n          d3.zoomIdentity.translate(x, y).scale(k));\n}\n\nfunction installSearchHandler(width, height, canvas, zoom, nodes) {\n  const txt = $(\"#js-searchform-text\");\n  const resultList = d3.select(\"#js-searchform-result\");\n  let items = null;\n  let itemidx = -1;\n  function performSearch(s) {\n    const escaped = escapeRegExp(s);\n    const re = new RegExp(escaped, \"i\");\n    itemidx = -1;\n    clearSearchResults(nodes, resultList);\n    if (escaped === \"\") return;\n    const matches = nodes.filter(function (n) {\n      return n.name.match(re)\n        || fieldMatch(n.year.toString(), re)\n        || fieldMatch(n.title, re)\n        || fieldMatch(n.booktitle, re)\n        || fieldMatch(n.journal, re)\n        || arrayMatch(n.targets, re)\n        || arrayMatch(n.keywords, re)\n        || (n.author !== undefined ? fieldMatch(n.author.join(\" \"), re) : false)\n    });\n    matches.select(\".node\").classed(\"node-found\", true);\n    const maxShow = 10;\n    matches.each(function (d, i) {\n      if (i >= maxShow) return;\n      resultList.append(\"li\")\n        .classed(\"list-group-item\", true)\n        .classed(\"py-1\", true)\n        .text(d.name)\n        .on(\"click\", function () {\n          showFuzzer(d, nodes, zoom, canvas, width, height);\n        });\n    });\n  };\n  function getCurrentResult() {\n    return resultList.selectAll(\".list-group-item\")\n        .classed(\"active\", false).nodes();\n  };\n  txt.click(function (e) { clearSearchResults(nodes, resultList); });\n  txt.keydown(function (e) {\n    if (e.key === \"ArrowDown\" || e.key === \"ArrowUp\") return false;\n    else return true;\n  });\n  txt.keyup(function (e) {\n    if (e.shiftKey || e.ctrlKey || e.altKey) return;\n    if (e.key === \"Enter\" || e.keyCode === 13) {\n      if (itemidx >= 0 && itemidx <= items.length - 1) {\n        $(items[itemidx]).trigger(\"click\");\n        itemidx = -1;\n      } else {\n        // TODO: show search results here.\n        console.log(\"TODO\");\n      }\n    } else if (e.key === \"ArrowUp\" || e.keyCode === 38) {\n      items = getCurrentResult();\n      itemidx = Math.max(itemidx - 1, 0);\n      d3.select(items[itemidx]).classed(\"active\", true);\n      return false;\n    } else if (e.key === \"ArrowDown\" || e.keyCode === 40) {\n      items = getCurrentResult();\n      itemidx = Math.min(itemidx + 1, items.length - 1);\n      d3.select(items[itemidx]).classed(\"active\", true);\n      return false;\n    } else {\n      performSearch(txt.val());\n    }\n  });\n}\n\nfunction installClickHandler(nodes) {\n  const resultList = d3.select(\"#js-searchform-result\");\n  $(document).on(\"click\", \"svg\", function (evt) {\n    clearSearchResults(nodes, resultList);\n  });\n}\n\nfunction installDragHandler() {\n  const infobox = d3.select(\"#js-infobox\");\n  $(\"#js-infobox\").resizable({\n    handles: { w: $(\"#js-separator\") },\n    resize: function (_e, ui) {\n      const orig = ui.originalSize.width;\n      const now = ui.size.width;\n      const width = orig + orig - now;\n      infobox.style(\"flex-basis\", width + \"px\");\n      infobox.style(\"width\", null);\n      infobox.style(\"height\", null);\n    }\n  });\n}\n\nfunction installInfoBoxCloseHandler() {\n  $(\"#js-infobox-close\").click(function () { hideInfobox(); });\n}\n\nfunction computeYPos(year) {\n  return (year - theFirstYear) * yearHeight;\n}\n\nfunction ticked(links, nodes, simulation) {\n  return function (e) {\n    nodes.attr(\"transform\", function (d) {\n      if (!d.isDragging) {\n        d.y += (computeYPos(d.year) - d.y) * simulation.alpha();\n      }\n      return \"translate(\" + d.x + \",\" + d.y + \")\";\n    });\n    links\n      .attr(\"x1\", function (d) { return d.source.x; })\n      .attr(\"y1\", function (d) { return d.source.y; })\n      .attr(\"x2\", function (d) { return d.target.x; })\n      .attr(\"y2\", function (d) { return d.target.y; });\n  }\n}\n\nfunction initSimulation(d, simulation, width, height, links, nodes) {\n  simulation\n    .nodes(d.nodes)\n    .force(\"link\",\n           d3.forceLink()\n             .id(function (d) { return d.name; })\n             .strength(function (link) {\n               const diff = Math.abs(link.source.year - link.target.year);\n               if (diff <= 0 ) return 0.5;\n               else return 0.8;\n             }))\n    .force(\"charge\", d3.forceManyBody().strength(-2000).distanceMax(500))\n    .on(\"tick\", ticked(links, nodes, simulation));\n\n  simulation.force(\"link\").links(d.links);\n}\n\nfunction addStatItem(dict, key, id) {\n  if (key in dict) dict[key].push(id);\n  else dict[key] = [ id ];\n}\n\nfunction sortByCount(stats) {\n  const items = Object.keys(stats).map(function (k) { return [k, stats[k]]; });\n  items.sort(function (fst, snd) {\n    const sndLen = snd[1].length;\n    const fstLen = fst[1].length;\n    if (sndLen == fstLen) {\n      return fst[0].localeCompare(snd[0]); // lexicographical sorting\n    } else {\n      return sndLen - fstLen;\n    }\n  });\n  return items;\n}\n\nfunction sortFuzzersByYear(fuzzerMap, fuzzers) {\n  fuzzers.sort(function (fst, snd) {\n    return fuzzerMap[snd].year - fuzzerMap[fst].year;\n  });\n  return fuzzers;\n}\n\nfunction makeAccordionElm(data, handle, myid, header, fuzzers, fnLink) {\n  const card = d3.select(handle)\n                 .append(\"div\").classed(\"card\", true);\n  card\n    .append(\"div\").classed(\"card-header\", true).attr(\"role\", \"tab\")\n    .append(\"h6\").classed(\"mb-0\", true).classed(\"small\", true)\n    .append(\"div\")\n      .attr(\"role\", \"button\")\n      .attr(\"data-toggle\", \"collapse\")\n      .attr(\"data-target\", \"#\" + myid)\n      .html(header);\n  card\n    .append(\"div\").classed(\"collapse\", true).attr(\"id\", myid)\n    .append(\"div\").classed(\"card-body\", true)\n    .append(\"h6\").classed(\"small\", true)\n    .append(\"ul\").classed(\"list-group\", true)\n    .selectAll(\"li\")\n    .data(fuzzers)\n    .enter()\n    .append(\"li\").html(function (f) { return fnLink(f); });\n  return $(card.node()).detach();\n}\n\nfunction fuzzerToString(fuzzer) {\n  let s = fuzzer.name;\n  if (fuzzer.year !== undefined) s += \" \" + fuzzer.year;\n  if (fuzzer.author !== undefined) s += \" \" + fuzzer.author.join();\n  if (fuzzer.title !== undefined) s += \" \" + fuzzer.title;\n  if (fuzzer.booktitle !== undefined) s += \" \" + fuzzer.booktitle;\n  if (fuzzer.targets !== undefined) s += \" \" + fuzzer.targets.join();\n  return s;\n}\n\nfunction makeAnchor(fuzzerMap, f) {\n  const fuzzer = fuzzerMap[f];\n  return \"<a href=\\\"./?k=\" + f + \"\\\">\" + buildRef(fuzzer) + \"</a>\"\n    + \"<span style=\\\"display: none\\\">\"\n    + fuzzerToString(fuzzerMap[f]) + \"</span>\";\n}\n\nfunction makeAccordion(fuzzerMap, data, id, handle) {\n  const stats = [];\n  const sorted = sortByCount(data);\n  sorted.forEach(function (data) {\n    const name = data[0];\n    const fuzzers = data[1];\n    const myid = \"js-\" + id + \"-\" + name.replace(/\\s/g, \"\");\n    const header = name + \" (<span>\" + fuzzers.length + \"</span>)\";\n    const fnLink = function (f) { return makeAnchor(fuzzerMap, f); };\n    stats.push(\n      makeAccordionElm(data, handle, myid, header,\n                       sortFuzzersByYear(fuzzerMap, fuzzers), fnLink));\n  });\n  return stats;\n}\n\nfunction makeVenueAccordion(fuzzerMap, venues) {\n  return makeAccordion(fuzzerMap, venues, \"venue\", \"#js-stats-body__venues\");\n}\n\nfunction makeTargetAccordion(fuzzerMap, targets) {\n  return makeAccordion(fuzzerMap, targets, \"target\", \"#js-stats-body__targets\");\n}\n\nfunction makeAuthorAccordion(fuzzerMap, authors) {\n  return makeAccordion(fuzzerMap, authors, \"author\", \"#js-stats-body__authors\");\n}\n\nfunction filterAndSortAccordion(acc, str, container) {\n  const elms = [];\n  acc.forEach(function (elm) {\n    let matches = 0;\n    elm.find(\"ul > li\").each(function () {\n      const listElm = $(this);\n      const m = listElm.find(\"span:contains('\" + str + \"')\");\n      if (m.length) {\n        matches += 1;\n        $(this).show();\n      }\n    });\n    if (matches > 0) {\n      elms.push([ matches, elm ]);\n      elm.find(\"div > span\").text(matches);\n    }\n  });\n  elms.sort(function (fst, snd) {\n    return snd[0] - fst[0];\n  });\n  elms.forEach(function (elm) {\n    container.append(elm[1]);\n  });\n}\n\nfunction registerStatsFilter(venueAcc, targetAcc, authorAcc) {\n  $(\"#js-stats-body__filter\").on(\"change keyup paste click\", function () {\n    const t = $(this).val();\n    $(\".card li\").each(function () { $(this).hide(); });\n    $(\"#js-stats-body__venues\").empty();\n    $(\"#js-stats-body__targets\").empty();\n    $(\"#js-stats-body__authors\").empty();\n    filterAndSortAccordion(venueAcc, t, $(\"#js-stats-body__venues\"));\n    filterAndSortAccordion(targetAcc, t, $(\"#js-stats-body__targets\"));\n    filterAndSortAccordion(authorAcc, t, $(\"#js-stats-body__authors\"));\n  });\n}\n\nfunction initStats(data) {\n  const fuzzerMap = {};\n  const venues = {};\n  const targets = {};\n  const authors = {};\n  data.forEach(function (v) {\n    fuzzerMap[v.name] = v;\n    if (v.author !== undefined)\n      v.author.forEach(function (a) { addStatItem(authors, a, v.name); });\n    if (v.booktitle !== undefined)\n      addStatItem(venues, v.booktitle, v.name);\n    v.targets.forEach(function (t) { addStatItem(targets, t, v.name); });\n  });\n  d3.select(\"#js-stats-body__summary\").append(\"p\")\n    .text(\"Currently, there are a total of \"\n          + data.length\n          + \" fuzzers and \"\n          + Object.keys(authors).length\n          + \" authors in the DB, collected from \"\n          + Object.keys(venues).length\n          + \" different venues.\");\n  const venueAcc = makeVenueAccordion(fuzzerMap, venues);\n  const targetAcc = makeTargetAccordion(fuzzerMap, targets);\n  const authorAcc = makeAuthorAccordion(fuzzerMap, authors);\n  $.expr[':'].contains = function (n, i, m) {\n    return jQuery(n).text().toUpperCase().indexOf(m[3].toUpperCase()) >= 0;\n  };\n  filterAndSortAccordion(venueAcc, \"\", $(\"#js-stats-body__venues\"));\n  filterAndSortAccordion(targetAcc, \"\", $(\"#js-stats-body__targets\"));\n  filterAndSortAccordion(authorAcc, \"\", $(\"#js-stats-body__authors\"));\n  registerStatsFilter(venueAcc, targetAcc, authorAcc);\n}\n\nfunction getQueryVariable(variable) {\n  var query = window.location.search.substring(1);\n  var vars = query.split('&');\n  for (var i = 0; i < vars.length; i++) {\n    var pair = vars[i].split('=');\n    if (decodeURIComponent(pair[0]) == variable) {\n      return decodeURIComponent(pair[1]);\n    }\n  }\n  return undefined;\n}\n\nd3.json(\"data/fuzzers.json\")\n  .then(function (json) {\n    const width = $(\"#js-canvas\").width();\n    const height = $(\"#js-canvas\").height();\n    const canvas = createCanvas(width, height);\n    const simulation = d3.forceSimulation();\n    const g = canvas.append(\"g\");\n    const d = parseJSONData(json);\n    const links = drawEdges(g, d);\n    const nodes = drawNodes(g, d, simulation);\n    const zoom = installZoomHandler(height, canvas, g, d);\n    installSearchHandler(width, height, canvas, zoom, nodes);\n    installClickHandler(nodes);\n    installDragHandler();\n    installInfoBoxCloseHandler();\n    initSimulation(d, simulation, width, height, links, nodes);\n    initStats(d.nodes);\n    zoom.scaleTo(canvas, minScale);\n    // Center the graph after a sec.\n    hideInfobox();\n    setTimeout(function () {\n      const key = getQueryVariable(\"k\");\n      const data = d.nodes.find(function (d) { return (d.name === key); });\n      if (key === undefined || data === undefined) {\n        const graphScale = d3.zoomTransform(g.node()).k;\n        const y = height / 2 / graphScale;\n        zoom.translateTo(canvas, 0, y);\n      } else {\n        setTimeout(function () {\n          showFuzzer(data, nodes, zoom, canvas, width, height);\n        }, 1000);\n      }\n    }, 500);\n  });\n"
  },
  {
    "path": "script.py",
    "content": "import json\nimport sys\nimport readline\n\nDATA_FILE = 'data/fuzzers.json'\n\n\nclass RefCompleter(object):\n    def __init__(self, options):\n        self.options = sorted(options)\n\n    def complete(self, text, state):\n        if state == 0:\n            if text:\n                self.matches = [\n                    s for s in self.options if s and s.startswith(text)\n                ]\n            else:\n                self.matches = self.options[:]\n\n        try:\n            return self.matches[state]\n        except IndexError:\n            return None\n\n\ndef is_empty_field(field):\n    return field == '' or field == ['']\n\n\ndef is_valid_color(color):\n    return color in ['whitebox', 'blackbox', 'greybox']\n\n\ndef is_valid_references(db, refs):\n    if refs == ['']:\n        return '\\nNo reference.'\n\n    if len(refs) > 2:\n        return '\\nToo many references.'\n\n    names = [e['name'] for e in db]\n    for ref in refs:\n        if ref not in names:\n            return '\\nInvalid reference {}.'.format(ref)\n\n    return None\n\n\n# Load data/fuzzers.json\nwith open(DATA_FILE, 'r') as f:\n    db = json.load(f)\n\n# Initialize readline completer\nif 'libedit' in readline.__doc__:\n    readline.parse_and_bind(\"bind ^I rl_complete\")\nelse:\n    readline.parse_and_bind(\"tab: complete\")\n\n# Required fields\nentry = {}\nentry['name'] = input('name: ')\nif is_empty_field(entry['name']):\n    err = '\\nNo name.'\n    sys.exit(err)\n\nentry['year'] = input('year: ')\nif is_empty_field(entry['year']):\n    err = '\\nNo year.'\n    sys.exit(err)\n\nentry['targets'] = input('targets: ').split(', ')\nif is_empty_field(entry['targets']):\n    err = '\\nNo targets.'\n    sys.exit(err)\n\nentry['color'] = input('color: ')\nif not is_valid_color(entry['color']):\n    sys.exit('\\nInvalid color {}'.format(entry['color']))\n\nreadline.set_completer(RefCompleter([e['name'] for e in db]).complete)\n\nentry['references'] = input('references: ').split(', ')\nerr = is_valid_references(db, entry['references'])\nif err:\n    sys.exit(err)\n\nreadline.set_completer(None)\n\n# Optional fields\nentry['author'] = input('\\nauthor: ').split(', ')\nentry['toolurl'] = input('toolurl: ')\nentry['title'] = input('title: ')\nentry['booktitle'] = input('booktitle: ')\nentry['journal'] = input('journal: ')\nentry['volume'] = input('volumn: ')\nentry['number'] = input('number: ')\n\nentry['miscurl'] = input('miscurl: ').split(', ')\nentry['keywords'] = input('keywords: ').split(', ')\n\n# Clear empty fields and store the result\nentry = {k: v for k, v in entry.items() if not is_empty_field(v)}\ndb.append(entry)\ndb = sorted(db, key=lambda e: e['name'])\nwith open(DATA_FILE, 'w') as f:\n    json.dump(db, f, indent=2, ensure_ascii=False)\n    f.write('\\n')\n\n"
  }
]