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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

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, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

Resources

Stars

5 stars

Watchers

5 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

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5 stars

Watchers

5 watching

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Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

Resources

Stars

5 stars

Watchers

5 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Repository files navigation

Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

Resources

Stars

5 stars

Watchers

5 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Repository files navigation

Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

Resources

Stars

5 stars

Watchers

5 watching

Forks

Releases

Packages

Contributors

Languages

, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); GitHub - Cpruce/Botanist: APK toolchain fingerprinting and clustering service · GitHub
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Botanist

APK toolchain fingerprinting and clustering program

About

Botanist is a program to determine the tools that were used to produce an Android Application Package binary. These include IDE's, packers, compilers, and libraries. The program is split into two parts: creating a set of signatures for a given apk and then integrating that data into the stored collection.

The name Botanist was chosen for several attributes.

  1. Brevity
  2. Relevance to categorization
  3. Homage to growing software

Ideally, these clusters will be graphically displayed and tools can be viewed along with variations that exist in the wild. The main function takes in an APK and says what tools were used, if previously seen. This project assumes data on several instances and the ability to store instances for future reference.

Web Service

If the user's intent is to store lots of APK's and do analyses via a service, go to the readme in the webservice directory.

Dependencies

Botanist uses:

Components

API

  1. APKInfo - contains apk name, architecture, shared object files, and the library signatures
  2. LibSO - contains information on the shared object file, including a signature
  3. Classifying - provides means for creating relationships between entities

Scripts

  1. ElfTagger.py - continues by dumping the .so files, finding the first call into the library after the System.loadLibrary call, and creates a signature based on the opcodes of the initializing method.

DB Access

  1. MongoController
  2. MySQLController

Install

  1. sudo python setup.py install

Test

  1. python bulk_test.py {{APK_DIR}}

Individual Components

  1. TO BE FINISHED: python bottools/scripts/ElfTagger.py -f test/Xamarin/com.revengdroid.XamarinHelloWorld.apk | python bottools/control/MongoController.py -a

About

APK toolchain fingerprinting and clustering service

Resources

Stars

5 stars

Watchers

5 watching

Forks

Releases

Packages

Contributors

Languages