TPatch: A Triggered Physical Adversarial Patch

Submission of USENIX Security '23 (#123)

Attack Scenarios

Scenario A: In-Car

Hiding Attack

Creating Attack

Scenario B: Car-to-Car

Hiding Attack

Creating Attack

Scenario C: Roadside

Hiding Attack

Creating Attack

Transfer (Black-Box) Attacks

Attack Scenario: In-Car

White-Box Model: YOLO V5

Victim Model: YOLO V5 & YOLO V3 & Faster R-CNN

Hiding Attack

Creating Attack

Different Detectors

Attack Scenario: In-Car

Victim Model: Faster R-CNN

Hiding Attack

Creating Attack

Different Cameras

Attack Scenario: In-Car

Camera: iPhone 7

Hiding Attack

Creating Attack

Negative Trigger Evaluation

Hiding Attack

Creating Attack

Pure Blur Attack

Altering Attack

In-door Experiments (Old)

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