Enum HybridMode 

pub enum HybridMode {
    HeuristicOnly,
    MLOnly,
    Hybrid,
    Both,
}

Hybrid detection mode

Specification

Hybrid mode combines fast heuristic detection with accurate ML detection:

1. Heuristic Pre-filter: Fast pattern-based detection (0.01ms)

   • If obviously safe → return safe (60-70% of inputs)
   • If obviously malicious → return malicious (5-10% of inputs)
   • If ambiguous → proceed to ML (20-30% of inputs)

2. ML Detection: Accurate but slower (50-150ms)

   • Only called for ambiguous cases
   • Results are cached
   • Falls back to heuristic on error (if enabled)

Performance Impact

• Pure heuristic: ~15,500 req/sec
• Pure ML: ~150 req/sec
• Hybrid: ~2,000 req/sec (10x faster than pure ML)

Variants

HeuristicOnly

Only use heuristic detection (no ML)

MLOnly

Only use ML detection (no heuristic pre-filter)

Hybrid

Use heuristic pre-filter, then ML for ambiguous cases

Both

Use both and combine results (max risk score)

Trait Implementations

impl Clone for HybridMode

fn clone(&self) -> HybridMode

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for HybridMode

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for HybridMode

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for HybridMode

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for HybridMode

fn eq(&self, other: &HybridMode) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for HybridMode

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for HybridMode

impl Eq for HybridMode

impl StructuralPartialEq for HybridMode