Android Malware Scanners Are Flagging Legitimate Apps and Missing Threats Without Context

Android malware scanners are increasingly misaligning with real-world risk by over-flagging legitimate, high-permission applications while quietly missing sophisticated threats that hide behind ordinary-looking code patterns. This growing detection gap stems from a heavy industry reliance on surface-level static signals rather than behavior and execution context, producing noisy detections that erode trust among users and security […]

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