Beyond Stop Signs: Why Evasion Attacks Matter Even More

Evasion attacks (methods where attackers trick AI systems into ignoring safety rules by manipulating input data) have been researched for more than ten years, but most real-world examples remain theoretical and academic. Because these demonstrations seem more like intellectual exercises than practical threats, people have largely dismissed evasion attacks as unimportant in actual security situations.