1. What is the isTrusted Property
The isTrusted
property is a boolean attribute of DOM events that indicates whether:
- Origin - The event was generated by genuine user interaction (true) or programmatically via JavaScript (false)
- Security Boundary - Serves as a security measure against synthetic event injection
- Read-only - Cannot be modified through standard JavaScript APIs
Key event types with this property:
- MouseEvent (clicks, movements)
- KeyboardEvent (key presses)
- TouchEvent (mobile interactions)
- SubmitEvent (form submissions)
2. How Platforms Detect Synthetic Events
Platforms use isTrusted
alongside other heuristics to detect automation:
- Direct Check:
element.addEventListener('click', (e) => {
if (!e.isTrusted) { /* Flag as automated */ }
});
- Behavioral Patterns:
- Unrealistically fast sequential events
- Events without preceding mouse movements
- Identical timestamp events
- Ancillary Indicators:
- Missing hardware signatures (pointer pressure, screen coordinates)
- Absence of related events (e.g. mousedown before click)
- Non-human timing distributions
- Cross-verification:
- Comparing
isTrusted
with:Event.timeStamp
PointerEvent.pressure
MouseEvent.screenX/Y
consistency
3. How FlashID Simulates Trusted Events
FlashID employs advanced techniques to generate events indistinguishable from user interactions:
- Native Event Injection:
- Uses browser debugging protocols to inject events at OS level
- Mimics hardware event signatures (pressure, coordinates)
- Event Sequence Simulation:
- Generates realistic pre-event movements
- Maintains human-like timing between:
- Mousedown → Mouseup → Click (150-300ms)
- Keydown → Keypress → Keyup (50-120ms)
- Environment Synchronization:
- Aligns synthetic events with actual hardware metrics
- Maintains consistent:
- Screen resolution awareness
- Pointer acceleration profiles
- Touch/click position distributions
- Dynamic Behavior Modeling:
- Implements randomized micro-movements
- Simulates hand tremor (0.5-1.5px jitter)
- Varies pressure/time based on:
- Session duration fatigue patterns
- UI element positioning
- Previous interaction history
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