ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model deserialization", "unsafe model loading",…
Use this skill when the user is auditing an iOS application — directory contains `.ipa`, `Info.plist`, `*.swift`, `*.m`, `*.mm`, or an `xcodeproj`. Also activates when the conversation mentions WKWebView, NSURLSession, Keychain, App Transport Security, or any `com.apple.*` /
$ npx -y skills add allsmog/vuln-scout --skill mobile-ios --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/mobile-iosContext preview
The summary Claude sees to decide when to auto-load this skill.
Use this skill when the user is auditing an iOS application — directory contains `.ipa`, `Info.plist`, `*.swift`, `*.m`, `*.mm`, or an `xcodeproj`. Also activates when the conversation mentions WKWebView, NSURLSession, Keychain, App Transport Security, or any `com.apple.*` /
name: Mobile iOS Whitebox Audit description: Use this skill when the user is auditing an iOS application — directory contains `.ipa`, `Info.plist`, `*.swift`, `*.m`, `*.mm`, or an `xcodeproj`. Also activates when the conversation mentions WKWebView, NSURLSession, Keychain, App Transport Security, or any `com.apple.*` / `bundleidentifier`-style iOS package name. version: 1.0.0
The user is reviewing an iOS target. Signals to look for:
| Type | What to verify | |---|---| | `ios-ats-arbitrary-loads` | The Info.plist has `NSAllowsArbitraryLoads=true`. Confirm whether any specific exempt domain is actually needed; otherwise this disables ATS for the entire app. | | `ios-ats-partial-exemption` | `NSAllowsLocalNetworking` / `NSAllowsArbitraryLoadsForMedia` widens trust. Inventory which hosts the app actually needs over HTTP. | | `ios-keychain-accessible-always` | `kSecAttrAccessibleAlways` / `kSecAttrAccessibleAlwaysThisDeviceOnly` lets locked-device attackers read the item. Switch to `kSecAttrAccessibleWhenUnlockedThisDeviceOnly` or `kSecAttrAccessibleAfterFirstUnlockThisDeviceOnly`. | | `ios-trust-all-ssl` | `URLSessionDelegate.urlSession(_:didReceive:completionHandler:)` returns `.useCredential, URLCredential(trust: serverTrust)` without `SecTrustEvaluate`. Catastrophic — replace with explicit pinning. | | `ios-uiwebview-deprecated` | UIWebView is deprecated since iOS 12 and has known issues. Migrate to WKWebView. | | `ios-webview-html-concat` | `loadHTMLString` receives an interpolated/concatenated string. If any value originates from a network response or pasteboard, it renders attacker HTML/JS in the app origin. | | `ios-webview-evaljs-concat` | `evaluateJavaScript` builds the JS payload via Swift interpolation. Any escape from a string literal executes attacker JS in the WebView. |
For iOS targets that include both source and bundle resources, point `/vuln-scout:mobile-audit` at the project root. The driver discovers `*/Info.plist` and Swift/ObjC sources under `src/`, `Sources/`, or `Application/`.
If you have an extracted IPA, point the driver at the unzipped Payload folder. The Info.plist will be at `Payload/AppName.app/Info.plist`.
Many of the high-signal Android detectors have an iOS analog. When you see a chain on Android, consider whether the iOS app has the same one:
| Android | iOS analog | |---|---| | `mobile-webview-js-injection` | `ios-webview-evaljs-concat` | | `mobile-nsc-narrow-pinning` | `ios-ats-partial-exemption`, `ios-trust-all-ssl` | | `mobile-shared-prefs-sensitive` | `ios-keychain-accessible-always`, NSUserDefaults misuse | | `mobile-insecure-tls` | `ios-trust-all-ssl` |
See also [[mobile-android]] for the Android counterpart.
AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 autonomous agents. STRIDE threat modeling, OWASP 2025 coverage, polyglot monorepo support.
Repo: allsmog/vuln-scout
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