PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting | Paper Citation Record

Observation ad494150-ac7c-4a4a-bd70-8ba340527e0c · outbound

This paper cites Odi resume,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Odi resume,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.520564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2160dd4a-7e4c-456b-9061-e6d8842a7618 · outbound

This paper cites Tesla Driver Was on Autopilot Eating a Bagel When He Smashed into a Fire Truck,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tesla Driver Was on Autopilot Eating a Bagel When He Smashed into a Fire Truck,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.500120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 686c1e4b-f659-4570-8517-c0093ffdc5b6 · outbound

This paper cites Tesla Autopilot Crashes Into Police Car, Hits Cop as Driver ’Watches Movie’,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tesla Autopilot Crashes Into Police Car, Hits Cop as Driver ’Watches Movie’,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.481044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9dcd207-35eb-4bd6-98a1-6525f7d01d72 · outbound

This paper cites Investigation launched after Tesla cars crash into ambulances while on Autopilot,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Investigation launched after Tesla cars crash into ambulances while on Autopilot,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.462254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4b6ecc41-8254-4614-af04-6c413ff1060a · outbound

This paper cites Mystery Accidents: Teslas in ’Autopilot’ crashing into emergency vehicles,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Mystery Accidents: Teslas in ’Autopilot’ crashing into emergency vehicles,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.443958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation da7dd80c-5406-4124-a2d4-c245d04545ec · outbound

This paper cites Teslas Are Crashing Into Emergency Vehicles Too Much, So NHTSA Asks Other Car Companies About It,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Teslas Are Crashing Into Emergency Vehicles Too Much, So NHTSA Asks Other Car Companies About It,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.421818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 147e9dfa-ff30-44b8-bcdd-8ea1c6b8d7da · outbound

This paper cites Flare7k: A phe- nomenological nighttime flare removal dataset,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Flare7k: A phe- nomenological nighttime flare removal dataset,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.403228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52efa964-6eb4-463c-97ce-d75f06e0a2f6 · outbound

This paper cites Im- proving lens flare removal with general-purpose pipeline and multiple light sources recovery,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Im- proving lens flare removal with general-purpose pipeline and multiple light sources recovery,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.381879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 46a7e006-4c8d-4ad8-968a-c26a29fc7dc7 · outbound

This paper cites How to train neural networks for flare removal,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting How to train neural networks for flare removal,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.362907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2f87a7ab-c76f-48f2-abd4-0e25427d7b66 · outbound

This paper cites Tesla vision update: Replacing ultrasonic sensors with tesla vision,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tesla vision update: Replacing ultrasonic sensors with tesla vision,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.344778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 872c377e-e4a8-4e8a-a41a-30016877ea16 · outbound

This paper cites Available: https://www.amazon.com/dp/ B081YDHHBR/.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://www.amazon.com/dp/ B081YDHHBR/

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.326306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e85d7e85-4e62-4ce0-953f-826bc5d666ef · outbound

This paper cites Available: https://www.amazon.com/dp/ B0BF4XB3VP/.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://www.amazon.com/dp/ B0BF4XB3VP/

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.306582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c19d2088-b435-441c-b579-7a61544fee7b · outbound

This paper cites Available: https://www.amazon.com/dp/ B094YDVV7L/.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://www.amazon.com/dp/ B094YDVV7L/

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.286757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5635e73a-147b-40dd-a2cc-4a5462a08e28 · outbound

This paper cites Imagebon.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Imagebon

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.258230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0bd24789-3f3c-46ef-8ba2-dc9e8a1eac10 · outbound

This paper cites Available: https://www.amazon.com/dp/ B08N1KMSZ7/.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://www.amazon.com/dp/ B08N1KMSZ7/

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.230328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 56fa9bb5-79d5-4efe-a194-03349254ee22 · outbound

This paper cites Tesla dashcam footage suggests reasons for autopilot crashes.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tesla dashcam footage suggests reasons for autopilot crashes

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.207441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eaf58c94-b018-414f-ba8d-ad10ddd1565d · outbound

This paper cites Flipping bits in memory without accessing them: An experimental study of dram disturbance errors,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Flipping bits in memory without accessing them: An experimental study of dram disturbance errors,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.182874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 01aa5df2-aa26-4371-9ad5-5dcc16bbab90 · outbound

This paper cites Flip feng shui: Hammering a needle in the software stack,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Flip feng shui: Hammering a needle in the software stack,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.331404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22128502-a7b7-4afe-9aab-a90639684efb · outbound

This paper cites Drammer: Deterministic rowhammer attacks on mobile platforms,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Drammer: Deterministic rowhammer attacks on mobile platforms,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.336650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fac0f5-bcfb-44d9-8fe4-ef8871a9dab4 · outbound

This paper cites Grand pwning unit: Accelerating microarchitectural attacks with the gpu,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Grand pwning unit: Accelerating microarchitectural attacks with the gpu,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.150238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2a26523c-c65b-4846-8702-178d19e0b7ca · outbound

This paper cites Another flip in the wall of rowhammer defenses,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Another flip in the wall of rowhammer defenses,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.132168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f20e84c8-4270-436b-8005-7601f6b631f3 · outbound

This paper cites DRAMA: Exploiting DRAM addressing for Cross-CPU attacks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting DRAMA: Exploiting DRAM addressing for Cross-CPU attacks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.114304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca8be83b-c2c2-4d76-b587-75c80f75574b · outbound

This paper cites Physically-based real-time lens flare rendering,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Physically-based real-time lens flare rendering,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.096221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 999457f6-99a0-4dd8-adbb-c8d96b6ad10c · outbound

This paper cites YOLOv9: Learning what you want to learn using programmable gradient information,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting YOLOv9: Learning what you want to learn using programmable gradient information,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.070395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2eecbe15-4ec8-450b-86e7-7a2ef51c8bbc · outbound

This paper cites Faster r-cnn: Towards real- time object detection with region proposal networks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Faster r-cnn: Towards real- time object detection with region proposal networks,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.384535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d16a41d-1ce0-4f23-af78-5a80f99ec1b9 · outbound

This paper cites Ssd: Single shot multibox detector,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Ssd: Single shot multibox detector,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:29.024443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f351518a-2d6c-485e-acac-16c989c5af6d · outbound

This paper cites Focal loss for dense object detection,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Focal loss for dense object detection,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.396044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36647633-f272-4e6c-b357-434a479aecc3 · outbound

This paper cites Robust perception architecture design for automotive cyber-physical systems,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Robust perception architecture design for automotive cyber-physical systems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.983768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b84cc68-cc35-4ae6-bff2-e5d43fde9ed0 · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.406211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbd5ec9-a5fa-4826-9dea-8abfa9639459 · outbound

This paper cites Perception, information processing and modeling: Critical stages for autonomous driving applications,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Perception, information processing and modeling: Critical stages for autonomous driving applications,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.954373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17f6e907-9631-4bc2-bf35-10868466e1a0 · outbound

This paper cites Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.417531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69732a34-c6bd-4593-95fb-cfb11672c466 · outbound

This paper cites Simple online and realtime tracking,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Simple online and realtime tracking,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.928689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 453b64b7-4ce9-4ec6-8605-681dd6a519c8 · outbound

This paper cites Bytetrack: Multi-object tracking by associating every detection box,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Bytetrack: Multi-object tracking by associating every detection box,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.907249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 75f4cd41-8a8b-4680-a7e2-d227e9bc7313 · outbound

This paper cites Available: https://www.amazon.com/Extech- HD450-Datalogging-Heavy-Light/dp/B003N3UOCK.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://www.amazon.com/Extech- HD450-Datalogging-Heavy-Light/dp/B003N3UOCK

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.882308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0cd3bd44-9a6a-4dd2-ae94-f520942065c3 · outbound

This paper cites Bdd100k: A diverse driving dataset for heterogeneous multitask learning,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Bdd100k: A diverse driving dataset for heterogeneous multitask learning,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.437723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6fdb2b-02b7-437e-b3e8-ad2e889e47db · outbound

This paper cites Towards calibration-free geo-localization of stationary outdoor webcams,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Towards calibration-free geo-localization of stationary outdoor webcams,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.847274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ec0793f-40b4-463c-aa65-f058772a9cee · outbound

This paper cites Unpaired image- to-image translation using cycle-consistent adversarial networks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Unpaired image- to-image translation using cycle-consistent adversarial networks,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.827460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1c65a436-8309-49c6-997e-437943b60784 · outbound

This paper cites Why tesla’s autopilot can’t see a stopped firetruck.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Why tesla’s autopilot can’t see a stopped firetruck

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.803881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 488db702-2cf8-45af-94d5-e3eef9555bdb · outbound

This paper cites Remote attacks on automated vehicles sensors: Experiments on camera and lidar,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Remote attacks on automated vehicles sensors: Experiments on camera and lidar,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.779259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6b9b41ad-fcf8-4f75-a427-d7afa437d543 · outbound

This paper cites Adversarial sensor attack on lidar-based perception in autonomous driving,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Adversarial sensor attack on lidar-based perception in autonomous driving,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.758552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7eefccd0-c31f-4a90-968d-0ddf7685a1e2 · outbound

This paper cites Towards robust lidar- based perception in autonomous driving: General black-box adver- sarial sensor attack and countermeasures,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Towards robust lidar- based perception in autonomous driving: General black-box adver- sarial sensor attack and countermeasures,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.737076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bee4a148-9eb3-47d9-a1de-50e351f8ace7 · outbound

This paper cites Invisible for both camera and lidar: Security of multi-sensor fusion based perception in autonomous driving under physical-world attacks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Invisible for both camera and lidar: Security of multi-sensor fusion based perception in autonomous driving under physical-world attacks,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.714495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d88ab072-1ed1-4f5c-8f14-bdf5d404df58 · outbound

This paper cites You can’t see me: Physical removal attacks on {LiDAR-based}autonomous vehicles driving frameworks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting You can’t see me: Physical removal attacks on {LiDAR-based}autonomous vehicles driving frameworks,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.690612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 253abb15-7469-4bb0-80ec-a4d6776756c4 · outbound

This paper cites LiDAR Spoofing Meets the New-Gen: Capability Improvements, Broken Assumptions, and New Attack Strategies.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting LiDAR Spoofing Meets the New-Gen: Capability Improvements, Broken Assumptions, and New Attack Strategies

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.486859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5bd36a-de8a-4352-aff6-e65eb6435bb8 · outbound

This paper cites Rolling Colors: Adversarial Laser Exploits against Traffic Light Recognition.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Rolling Colors: Adversarial Laser Exploits against Traffic Light Recognition

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-15T23:15:27.806526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 087b259f-326f-469e-896d-67b38d4ad598 · outbound

This paper cites {SLAP}: Improving physical adversarial examples with {Short-Lived}adversarial perturbations,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting {SLAP}: Improving physical adversarial examples with {Short-Lived}adversarial perturbations,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.663006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation db28fb7c-5851-4ca5-97a2-fbe76fd32527 · outbound

This paper cites Poltergeist: Acoustic adversarial machine learning against cameras and computer vision,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Poltergeist: Acoustic adversarial machine learning against cameras and computer vision,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.641743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0ddc36c-8750-40e5-8fe8-6180877c3799 · outbound

This paper cites Physical adversarial exam- ples for object detectors,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Physical adversarial exam- ples for object detectors,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.614977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6fc60bcf-a109-42ab-bfae-14eba2be6c44 · outbound

This paper cites Shapeshifter: Robust physical adversarial attack on faster r-cnn object detector,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Shapeshifter: Robust physical adversarial attack on faster r-cnn object detector,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.588702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dbad6319-9bb2-4630-a671-58f930abbb4f · outbound

This paper cites Seeing isn’t believing: Towards more robust adversarial attack against real world object detectors,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Seeing isn’t believing: Towards more robust adversarial attack against real world object detectors,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.559602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 796decbf-049c-47ee-872c-63dd6f78178f · outbound

This paper cites The translu- cent patch: A physical and universal attack on object detectors,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting The translu- cent patch: A physical and universal attack on object detectors,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.536648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6c14af1a-b34d-4b3c-b7fc-ad1d7264ceac · outbound

This paper cites Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.535680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d681bbc-9c3c-4845-8f4a-11416644ae0d · outbound

This paper cites Drift with devil: Security of{Multi-Sensor}fusion based localization in{High-Level} autonomous driving under{GPS}spoofing,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Drift with devil: Security of{Multi-Sensor}fusion based localization in{High-Level} autonomous driving under{GPS}spoofing,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.506117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff667d4c-35d3-4d40-9e35-b4956edae44c · outbound

This paper cites SoK: On the Semantic AI Security in Autonomous Driving.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting SoK: On the Semantic AI Security in Autonomous Driving

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.548169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea3e3da-f097-4eac-a46a-5ed0f794a149 · outbound

This paper cites Phantom of the adas: Securing advanced driver-assistance systems from split-second phantom attacks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Phantom of the adas: Securing advanced driver-assistance systems from split-second phantom attacks,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.481688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4dcca51e-fadc-4b7d-b0da-a7cabcd92d39 · outbound

This paper cites Protecting autonomous cars from phantom attacks,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Protecting autonomous cars from phantom attacks,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.460282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 932bc272-d940-4272-b3c2-65ab1905f833 · outbound

This paper cites MobilBye: Attacking ADAS with Camera Spoofing.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting MobilBye: Attacking ADAS with Camera Spoofing

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.569129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 031952af-3215-4a21-b4af-52713751b11a · outbound

This paper cites I can see the light: Attacks on autonomous vehicles using invisible lights,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting I can see the light: Attacks on autonomous vehicles using invisible lights,

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.574560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eb19840-4d5d-47a9-b933-fd27a2d77130 · outbound

This paper cites Dirty road can attack: Security of deep learning based automated lane centering under{Physical-World}attack,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Dirty road can attack: Security of deep learning based automated lane centering under{Physical-World}attack,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.423101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation df0c6cbd-bddf-4d92-b842-1d205dd8b315 · outbound

This paper cites Tencent keen security lab: Experimental security research of tesla autopilot,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tencent keen security lab: Experimental security research of tesla autopilot,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.393469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 521e7149-5a00-41e6-b2cd-5f3e06d9c65c · outbound

This paper cites Fooling a Real Car with Adversarial Traffic Signs.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Fooling a Real Car with Adversarial Traffic Signs

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.592188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6da6c1d1-0ea5-487a-80d0-526f900874a8 · outbound

This paper cites Model Hacking ADAS to Pave Safer Roads for Autonomous Vehicles,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Model Hacking ADAS to Pave Safer Roads for Autonomous Vehicles,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.368363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea5dad29-ec96-41ec-9455-fdee1ca338ae · outbound

This paper cites Too good to be safe: Tricking lane detection in autonomous driving with crafted perturbations,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Too good to be safe: Tricking lane detection in autonomous driving with crafted perturbations,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.345481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 533398ea-3b8c-4f2f-a7bb-356080e9648a · outbound

This paper cites badvertisement: Attacking advanced driver-assistance systems using print advertise- ments,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting badvertisement: Attacking advanced driver-assistance systems using print advertise- ments,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.322168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 64594a97-8046-4cf8-8fd0-fcf66f7ce198 · outbound

This paper cites MadRadar: A Black-Box Physical Layer Attack Framework on mmWave Automotive FMCW Radars.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting MadRadar: A Black-Box Physical Layer Attack Framework on mmWave Automotive FMCW Radars

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T23:15:27.615818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f0cf2c-318b-4cf2-aa16-9168818d759b · outbound

This paper cites Can you trust autonomous vehicles: Contactless attacks against sensors of self-driving vehicle,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Can you trust autonomous vehicles: Contactless attacks against sensors of self-driving vehicle,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.298546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7c1059c5-21b3-466d-bbf5-4914214217e7 · outbound

This paper cites Tesla model 3 spoofed off the highway - regulus navigation system hack causes car to turn on its own,.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Tesla model 3 spoofed off the highway - regulus navigation system hack causes car to turn on its own,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.275305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e468c76-02ab-4b66-ba76-016fb30a504a · outbound

This paper cites Due to space limitations, we only present the analysis per- formed using Faster R-CNN.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Due to space limitations, we only present the analysis per- formed using Faster R-CNN

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.251381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 684199ee-6416-4877-b05d-e17871dc3959 · outbound

This paper cites Due to space limitations, we only present the analysis performed using Faster R-CNN.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Due to space limitations, we only present the analysis performed using Faster R-CNN

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.220242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 862a2a06-48e4-4072-b6d2-7625506eb8a1 · outbound

This paper cites Experimental Setup:A Samsung Galaxy S22 Ultra was positioned in front of a grey Ford Fiesta with emergency vehicle lighting mounted on its roof.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Experimental Setup:A Samsung Galaxy S22 Ultra was positioned in front of a grey Ford Fiesta with emergency vehicle lighting mounted on its roof

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:15:28.195050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 223e770e-51a1-477b-8193-e4847e91eda9 · outbound

This paper cites an unresolved cited work.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:15:28.161140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51b25798-07cb-4924-8b33-13ead424d23a · outbound

This paper cites Available: https://doi.org/10.1145/2010324.1965003.

PaniCar: Securing the Perception of Advanced Driving Assistance Systems Against Emergency Vehicle Lighting Available: https://doi.org/10.1145/2010324.1965003

Reference 2011

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T23:15:28.033447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers