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| en:safeav:avt:challenges [2025/08/02 12:12] – rahulrazdan | en:safeav:avt:challenges [2025/10/20 18:01] (current) – raivo.sell |
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| In terms of "V&V test apparatuses," both virtual and physical tools are emphasized. Virtual environments will play a key role in supporting evolving V&V methodologies, necessitating ongoing work from standards bodies like ASAM. Physical test tracks must evolve to not only replicate real-world scenarios efficiently but also validate the accuracy of their virtual counterparts—envisioned through a “movie set” model that can quickly stage complex scenarios. Another emerging concern is "electromagnetic interference (EMI)," especially due to the widespread use of active sensors. Traditional static EMI testing methods are insufficient, and there is a need for dynamic, programmable EMI testing environments tailored to cyber-physical systems. | In terms of "V&V test apparatuses," both virtual and physical tools are emphasized. Virtual environments will play a key role in supporting evolving V&V methodologies, necessitating ongoing work from standards bodies like ASAM. Physical test tracks must evolve to not only replicate real-world scenarios efficiently but also validate the accuracy of their virtual counterparts—envisioned through a “movie set” model that can quickly stage complex scenarios. Another emerging concern is "electromagnetic interference (EMI)," especially due to the widespread use of active sensors. Traditional static EMI testing methods are insufficient, and there is a need for dynamic, programmable EMI testing environments tailored to cyber-physical systems. |
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| Finally, a rising concern is around "cybersecurity** in autonomous systems. These systems introduce systemic vulnerabilities that span from hardware to software, necessitating government-level oversight. Key sensor modalities like LiDAR, GPS, and radar are susceptible to spoofing, and detecting such threats is an urgent research priority. The V&V process itself must evolve to minimize exposure to adversarial attacks, effectively treating security as an intrinsic constraint within system validation, not an afterthought. | Finally, a rising concern is around cybersecurity in autonomous systems. These systems introduce systemic vulnerabilities that span from hardware to software, necessitating government-level oversight. Key sensor modalities like LiDAR, GPS, and radar are susceptible to spoofing, and detecting such threats is an urgent research priority. The V&V process itself must evolve to minimize exposure to adversarial attacks, effectively treating security as an intrinsic constraint within system validation, not an afterthought. |
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