Spaces:
Running
Running
add minimal ui
Browse files- app/dga-classifier-service.R +4 -0
- app/static/index.html +36 -0
- app/static/script.js +20 -0
- app/static/style.css +45 -0
app/dga-classifier-service.R
CHANGED
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@@ -40,3 +40,7 @@ function(domain){
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prediction<-predict(model,domain_encoded)
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return(list(modelid=modelid,domain=domain,class=ifelse(prediction[1]>0.9,1,0),probability=prediction[1]))
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}
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prediction<-predict(model,domain_encoded)
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return(list(modelid=modelid,domain=domain,class=ifelse(prediction[1]>0.9,1,0),probability=prediction[1]))
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}
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#* @assets ./static /
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list()
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app/static/index.html
ADDED
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@@ -0,0 +1,36 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
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<title>Fast API 🤗 Space served with Uvicorn</title>
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<link rel="stylesheet" href="style.css" />
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<script type="module" src="script.js"></script>
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</head>
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<body>
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<main>
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<section id="text-gen">
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<h1>Simple DGA detector using 1DCNN </h1>
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<p>
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Model:
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<a
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href="https://huggingface.co/harpomaxx/dga-detector"
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rel="noreferrer"
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target="_blank"
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>harpomaxx/dga-detector
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</a>
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</p>
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<form class="text-gen-form">
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<label for="text-gen-input">Check for a domain</label>
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<input
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id="text-gen-input"
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type="text"
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value="www.google.com"
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/>
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<button id="text-gen-submit">Submit</button>
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<p class="text-gen-output"></p>
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</form>
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</section>
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</main>
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</body>
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</html>
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app/static/script.js
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const textGenForm = document.querySelector(".text-gen-form");
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const translateText = async (text) => {
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const inferResponse = await fetch(`predict?domain=${text}`);
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const inferJson = await inferResponse.json();
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console.log(inferResponse);
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console.log(inferJson);
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const res = 'The probability of being DGA is : ' + inferJson.probability
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return res
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};
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textGenForm.addEventListener("submit", async (event) => {
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event.preventDefault();
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const textGenInput = document.getElementById("text-gen-input");
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const textGenParagraph = document.querySelector(".text-gen-output");
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textGenParagraph.textContent = await translateText(textGenInput.value);
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});
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app/static/style.css
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@@ -0,0 +1,45 @@
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body {
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--text: hsl(0 0% 15%);
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padding: 2.5rem;
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font-family: sans-serif;
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color: var(--text);
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}
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body.dark-theme {
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--text: hsl(0 0% 90%);
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background-color: hsl(223 39% 7%);
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}
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main {
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max-width: 80rem;
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text-align: center;
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}
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section {
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display: flex;
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flex-direction: column;
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align-items: center;
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}
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a {
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color: var(--text);
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}
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form {
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width: 30rem;
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margin: 0 auto;
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}
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input {
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width: 100%;
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}
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button {
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cursor: pointer;
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}
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.text-gen-output {
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min-height: 1.2rem;
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margin: 1rem;
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border: 0.5px solid grey;
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}
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