diff --git a/docs/source/archive/gsoc-toc.rst b/docs/source/archive/gsoc-toc.rst
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@@ -17,6 +17,7 @@ GSoC 2024
gsoc/reports/2024/scancode_toolkit_swastkk
gsoc/reports/2024/scancodeio_scorecode_pranay
gsoc/reports/2024/vulntotal_extension_michael
+ gsoc/reports/2024/vulnerablecode_ambuj
GSoC 2022
---------
diff --git a/docs/source/archive/gsoc/reports/2024/vulnerablecode_ambuj.rst b/docs/source/archive/gsoc/reports/2024/vulnerablecode_ambuj.rst
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@@ -0,0 +1,177 @@
+===============================================
+Add more data sources and improve data quality
+===============================================
+
+
+**Organization:** `AboutCode <https://aboutcode.org>`_
+
+**Project:** `Vulnerablecode <https://github.com/aboutcode-org/vulnerablecode>`_
+
+**Mentee:** `Ambuj Kulshreshtha (ambuj-1211) <https://github.com/ambuj-1211>`_
+
+**Mentors:**
+
+- `Philippe Ombredanne <https://github.com/pombredanne>`_
+- `Ayan Sinha Mahapatra <https://github.com/AyanSinhaMahapatra>`_
+- `Ziad Hany <https://github.com/ziadhany>`_
+- `Tushar Goel <https://github.com/TG1999>`_
+- `Keshav Priyadarshi <https://github.com/keshav-space>`_
+
+
+Overview
+--------
+
+There is a large number of pending tickets for datasources. This project focuses on adding more vulnerability data sources and consume them. I have considered following issues to solve `Collect advisories for AlmaLinux #1201 <https://github.com/aboutcode-org/vulnerablecode/issues/1201>`_, `Collect vulnerabilities from Amazon Linux #72 <https://github.com/aboutcode-org/vulnerablecode/issues/72>`_ , `Collect Oracle Linux #75 <https://github.com/aboutcode-org/vulnerablecode/issues/75>`_ , `Add data in CSAF format #1315 <https://github.com/aboutcode-org/vulnerablecode/issues/1315>`_, `VCIO does not collect some Severity (cvssv3.1) scores for a CVE #1238 <https://github.com/aboutcode-org/vulnerablecode/issues/1238>`_, `Add CWE support in all importers #1093 <https://github.com/aboutcode-org/vulnerablecode/issues/1093>`_ and `Collect rockylinux advisories #753 <https://github.com/aboutcode-org/vulnerablecode/issues/753>`_. Consuming these datasources will help to create a large database for vulnerabilities.
+
+
+Implementation
+--------------
+
+- **Created Importers to add more advisory data from different data sources:**
+
+ - I have added a few new importer modules to the VulnerableCode project to incorporate advisory data from different data sources. Some of the importers I created include the `Curl Importer`, `RockyLinux Importer`, `AlmaLinux Importer`, and `Amazon Linux Importer`. I also worked on creating an importer to retrieve data in CSAF format from the `cisagov repo <https://github.com/cisagov/CSAF/tree/develop/csaf_files>`_.
+
+- **Added CWE support in multiple importers:**
+
+ - Many importers did not include CWE information, this was mentioned here: `Add CWE support in all importers #1093 <https://github.com/aboutcode-org/vulnerablecode/issues/1093>`_, so I solved this issue to add cwe data in multiple importers. There are still many importers that do not have CWE data available in their root data sources. I will add CWE data for them in the future if their data sources are updated.
+
+- **Found bugs in some Vulnerablities**
+
+ - There is an issue `VCIO does not collect some Severity (cvssv3.1) scores for a CVE #1238 <https://github.com/aboutcode-org/vulnerablecode/issues/1238>`_, that I need to resolve regarding specific CVE data, specifically addressing the inconsistency in the severity information.
+- **Testing:**
+
+ - I have built proper doctests for each importer, describing each
+ function in the module in terms of its parameters and return values.
+
+ - Proper unit tests have been created for each module I built
+ to ensure the proper functioning of these modules.
+
+Linked Pull Requests
+--------------------
+
+.. list-table::
+ :widths: 10 60 30 10
+ :header-rows: 1
+
+ * - Sr. no
+ - Name
+ - Link
+ - Status
+ * - 1
+ - Added Curl Advisories
+ - `aboutcode.org/vulnerablecode#1439 <https://github.com/aboutcode-org/vulnerablecode/pull/1439>`_
+ - Open
+ * - 2
+ - Added AlmaLinux Advisories
+ - `aboutcode.org/vulnerablecode#1491 <https://github.com/aboutcode-org/vulnerablecode/pull/1491>`_
+ - Open
+ * - 3
+ - Added CWE support in multiple importers
+ - `aboutcode.org/vulnerablecode#1526 <https://github.com/aboutcode-org/vulnerablecode/pull/1526>`_
+ - Open
+ * - 4
+ - Added RockyLinux advisories
+ - `aboutcode.org/vulnerablecode#1535 <https://github.com/aboutcode-org/vulnerablecode/pull/1535>`_
+ - Open
+ * - 5
+ - Added Amazon Linux advisories
+ - `aboutcode.org/vulnerablecode#1569 <https://github.com/aboutcode-org/vulnerablecode/pull/1569>`_
+ - Open
+
+Related Issues
+--------------
+
+.. list-table::
+ :widths: 10 60 30
+ :header-rows: 1
+
+ * - Sr. no
+ - Name
+ - Link
+ * - 1
+ - Add CURL advisories data source
+ - `#1166 <https://github.com/aboutcode-org/vulnerablecode/issues/1166>`_
+ * - 2
+ - Collect advisories for AlmaLinux
+ - `#1201 <https://github.com/aboutcode-org/vulnerablecode/issues/1201>`_
+ * - 3
+ - Add CWE support in all importers
+ - `#1093 <https://github.com/aboutcode-org/vulnerablecode/issues/1093>`_
+ * - 4
+ - Collect rockylinux advisories
+ - `#753 <https://github.com/aboutcode-org/vulnerablecode/issues/753>`_
+ * - 5
+ - Collect vulnerabilities from Amazon Linux
+ - `#72 <https://github.com/aboutcode-org/vulnerablecode/issues/72>`_
+ * - 6
+ - Add data in CSAF format
+ - `#1315 <https://github.com/aboutcode-org/vulnerablecode/issues/1315>`_
+ * - 7
+ - Collect Oracle Linux
+ - `#75 <https://github.com/aboutcode-org/vulnerablecode/issues/75>`_
+ * - 8
+ - VCIO does not collect some Severity (cvssv3.1) scores for a CVE
+ - `#1238 <https://github.com/aboutcode-org/vulnerablecode/issues/1238>`_
+
+
+Pre GSoC Work
+---------------
+
+I started my contributions to AboutCode by the `Add Curl Advisories issue <https://github.com/aboutcode-org/scancode.io>`_, I added the curl advisories datasources to vulnerablecode database. This issue helped me to:
+
+- Understand the importers.
+
+- Understand the database models of VulnerableCode.
+
+- Understand the structure of `AdvisoryData`.
+
+- I also explored many components, such as `PackageURL`, `AffectedPackage`, `Severities`, etc.
+
+Post GSoC
+----------
+
+I am committed to working on the pull request to ensure it is merged
+successfully, addressing any reviews and feedback from the mentors. I will prioritize
+completing any remaining tasks related to my GSoC work. This includes fixing issues
+such as bugs for specific CVEs that lack severity CVSSv3 scores and references
+from NVD (as there are a few of these CVEs). Once these tasks are completed,
+I plan to explore and contribute to more projects within AboutCode.
+
+Links
+------
+
+* `Project Idea <https://github.com/aboutcode-org/aboutcode/wiki/GSOC-2024-Project-Ideas#vulnerablecode-add-more-data-sources-and-mine-the-graph-to-find-correlations-between-vulnerabilities-category-a>`_
+
+* `Official GSoC project page <https://summerofcode.withgoogle.com/programs/2024/projects/O745WFKh>`_
+
+* `GSoC Proposal <https://docs.google.com/document/d/1u7JlLL8ru133O3p4MCe7yYNo1ESsf5dheio5EBSiCFw/edit?usp=sharing>`_
+
+* `Project Board <https://github.com/orgs/nexB/projects/62/views/6>`_
+
+Acknowledgements
+----------------
+
+I would like to thank my mentors:
+
+- `Ziad Hany`_
+- `Tushar Goel`_
+- `Philippe Ombredanne`_
+- `Ayan Sinha Mahapatra`_
+- `Keshav Priyadarshi`_
+
+This summer was full of new challenges and learning. I got to learn a lot from everyone on the team.
+The weekly status calls were incredibly helpful in solving all my doubts. It was fun building for
+AboutCode, and I will continue to contribute to the codebase of VulnerableCode and
+other projects as well. I plan to explore more projects in AboutCode and contribute to
+them because I would love to be a part of this wonderful project.
+
+Thank you, everyone, for your continuous support and belief in me.
+Your guidance and encouragement have been invaluable, and I am truly grateful
+for all the help and trust you've shown me throughout this journey.
+
+
+.. _Ziad Hany: https://github.com/ziadhany
+.. _Tushar Goel: https://github.com/TG1999
+.. _Philippe Ombredanne: https://github.com/pombredanne
+.. _Ayan Sinha Mahapatra: https://github.com/AyanSinhaMahapatra
+.. _Keshav Priyadarshi: https://github.com/keshav-space