Within your course repository, create a directory "final". Commit and push to your remote repository.

cd <path_to_repo>
mkdir final
touch final/app.py
touch final/screencast_url.txt
git add final
git commit -m "initial commit for final"
git push

For your final project, you may extend your previous LLM applications or create a new one that leverages what you've learned in this class.

Some examples include LLM applications for:

• Utilizing alternate LLM architectures to build security applications (Multi-RAG, Multi-agent/LangGraph, Plan-and-Execute agents)
• Orchestrating the use of a range of security APIs found here, here, here, or here or additional security tools found here, here, or here.
• Generating QRCode phishing via tables
• Vulnerabilities and exploitation applications (e.g. CTF solvers, source-code vulnerability detection, malicious package dependencies, malicious packages)
• Reverse engineering applications (e.g. malware analysis, security patches, git commits)
• Threat intelligence applications (e.g. services such as Greynoise, Shodan, AlienVault OTX, nuclei, AbuseIPDB)
• Social engineering applications (e.g. detecting sock puppets, responding to pig butchering lures)
• Defensive applications (e.g. revoking or rotating cloud or API keys, automated system hardening)

Screencast

After completing your project, you will create a narrated screencast of no longer than 15 minutes that walks through what you have produced. To ensure you are the one completing the screencast, your screencast MUST initially include a video of you narrating the walkthrough. It is recommended for you to record your screencast as a recorded screen share on Zoom. Note that, when logged into Zoom, recordings are automatically captured and uploaded to PSU's Media Space and can be accessed after a short time by visiting "My Media" within Media Space.

Alternatively, you may also record your screencast using the software on Media Space (e.g. Kaltura Capture) or from tools such as QuickTime or Open Broadcaster. You will then upload your screencast via PSU's Media Space by visiting the site and clicking on "My Media".

After selecting and uploading the video, you will then bring the video up on Media Space, select the "Publish" tab, click on "Unlisted", and then "Save".

Finally, you will update the file final/screencast_url.txt in your repository to contain the URL that your unlisted screencast on MediaSpace is located. After doing so, commit and push it to your course repository. In addition, any source files you used as part of your project should also be included in the directory and will contribute to your grade.

We will be using your screencast and code in your git repository to evaluate your project. In your walkthrough, you should address the following in sequential order: