Use-After-Free: Multiple use-after-free vulnerabilities across different components indicate a systemic issue with GObject lifecycle management and signal handler safety.

Type Confusion: Type confusion between classes/interfaces and signal arguments can lead to unsafe casts and memory corruption, requiring type-level enforcement.

Heap Buffer Overflow: Incorrect allocation size calculations in string and vector operations can lead to heap overflows, indicating a need for careful arithmetic and bounds checking.