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Website Security Threat Detection in Python |
7/3/2025 - Brian O'Neill |
Python applications which accept URL inputs and/or pass URLs to client-side users need to check these links carefully for potential threats. Compromised websites can initiate instant virus downloads onto a client device. They can also play host to phishing pages which closely approximate legitimate pages client-side users might expect to land on. Scanning websites with the Virus Scan APIEmploying Cloudmersive’s website threat scanning API (one of several API services available through the Virus Scan API) in a Python web application backend is a great way to check URLs for harmful content before making those links accessible. This API will scan URL contents for malicious entities like viruses and known phishing sites, following links (including redirects) all the way to the end destination. This process safely abstracts the process of unpacking URL threats to an external sandbox, ensuring the application initiating the API call experiences zero risk. Consuming a Cloudmersive API call in Python is exceptionally straightforward. The website threat scanning API can be implemented and called using pre-formatted, ready-to-run code examples provided on Cloudmersive’s API Console. Below, we’ll walk through the process of consuming API calls with Python code examples sourced from the API Console page. We’ll include screenshots from an example code implementation to fully demystify the process. Installing the Cloudmersive Virus API clientInstalling Cloudmersive’s Virus API client in Python boils down to running a single
This command gives us access to all the Virus API client libraries we need to consume API calls, including a custom exception package for detailed, graceful error handling. Adding the ImportsImports are structured to include the Virus API libraries we downloaded with our
Importing the Using the client libraries to consume an API callThere’s no need to get familiar with the SDK or read through any cumbersome documentation – we’ve already formatted code examples to make consuming API calls easy. The below code configures API key authorization, instantiates the API, correctly asks for input, and consumes the API call within a try/except block:
To authorize our requests, we’ll replace the To provide website URLs for scanning, we’ll simply pass our URL strings into the Handling API ResponsesIf we run the current code exactly as it is (in this case scanning the Cloudmersive website home page), the API response object will print in our terminal like below: In this case, the example code is using the Alternatively, however, we can access attributes from the response object directly. In the below example, we print a conditional message to the terminal based on the scan result. ConclusionThat’s all there is to it – we can now safely scan website URLs for threats in our Python application using pre-formatted, minimalist code examples. The best part: we can now use any API on the Cloudmersive platform with the API key we acquired. There’s a huge number of turn-key API services available for our application now. If you have any questions about implementing Cloudmersive APIs, please feel free to contact a member of our team. |