In recent years, the automotive industry has experienced a remarkable transformation driven by innovation. This evolution, characterized by the rapid digitization of vehicles, the proliferation of electric powertrains, and the advent of autonomous driving systems, has redefined automobiles beyond their traditional role as mere modes of transportation.Modern cars are essentially computers on wheels. They are equipped with numerous electronic control units (ECUs) responsible for various functions such as engine management, braking, and infotainment systems. This connectivity introduces a wide range of potential entry points for hackers, including Wi-Fi, Bluetooth, cellular networks, and even tire pressure monitoring systems (TPMS). Moreover, the rise of autonomous and semi-autonomous vehicles further expands the attack surface, as these vehicles rely heavily on sensors and communication networks to operate safely. As automotive systems become more interconnected and reliant on software,
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