Empirical analysis of 444 iOS apps using dynamic traffic interception found 282 leaking LLM API keys across ten providers, with only 28% remediation after three months.
How far are app secrets from being stolen? a case study on android.Empirical Softw
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A cross-device token replay attack steals anonymous access tokens from Apple Intelligence and reuses them on different devices, bypassing usage limits despite privacy claims.
citing papers explorer
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Mind your key: An Empirical Study of LLM API Credential Leakage in iOS Apps
Empirical analysis of 444 iOS apps using dynamic traffic interception found 282 leaking LLM API keys across ten providers, with only 28% remediation after three months.
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Too Private to Tell: Practical Token Theft Attacks on Apple Intelligence
A cross-device token replay attack steals anonymous access tokens from Apple Intelligence and reuses them on different devices, bypassing usage limits despite privacy claims.