Shu-Hao Zhang

This analysis identifies substantial deployment barriers, including device rooting or jailbreaking, runtime code injection, and application modification, and the urgent need to incentivize smartphone manufacturers to provide more friendly and regulated platforms.

A dynamic allocation strategy for prompt-injection detection can cut attack success rates by nearly half while improving response times.