Media Summary: Authors: Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang Description: Deep neural networks (DNNs) ... Authors: Andrew P Du (The University of Adelaide)*; Bo Chen (The University of Adelaide); Tat-Jun Chin (The University of ... AI is no longer futuristic — it's already shaping how businesses work, innovate, and grow. But with its rising importance, AI has ...

Physical Adversarial Attack Video - Detailed Analysis & Overview

Authors: Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang Description: Deep neural networks (DNNs) ... Authors: Andrew P Du (The University of Adelaide)*; Bo Chen (The University of Adelaide); Tat-Jun Chin (The University of ... AI is no longer futuristic — it's already shaping how businesses work, innovate, and grow. But with its rising importance, AI has ... Object detection plays an important role in security-critical systems such as autonomous vehicles but has shown to be vulnerable ... SenSys Technical Session 7 - Light-based Sensing and Communication. Project for ECS235A at UC Davis. We recreated the results from the recent research "Standard detectors aren't (currently) fooled ...

Photo Gallery

Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles
physical adversarial attack video
ShapeShifter: Adversarial Attack on Deep Learning Object Detector (Faster R-CNN)
Physical Adversarial Attacks on an Aerial Imagery Object Detector
Physical Adversarial Attacks on an Aerial Imagery Object Detector - Demo Video
Common adversarial attacks on AI models
[Demo]Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy
Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving (Teaser Video)
Shadows can be Dangerous: Stealthy and Effective Physical Adversarial Attack by Natural Phenomenon
Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles.
Physical Adversarial Examples with Stop Sign
Physical Adversarial AI Attacks
View Detailed Profile
Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles

Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles

Authors: Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang Description: Deep neural networks (DNNs) ...

physical adversarial attack video

physical adversarial attack video

Adversarial

ShapeShifter: Adversarial Attack on Deep Learning Object Detector (Faster R-CNN)

ShapeShifter: Adversarial Attack on Deep Learning Object Detector (Faster R-CNN)

ShapeShifter is the first targeted

Physical Adversarial Attacks on an Aerial Imagery Object Detector

Physical Adversarial Attacks on an Aerial Imagery Object Detector

Authors: Andrew P Du (The University of Adelaide)*; Bo Chen (The University of Adelaide); Tat-Jun Chin (The University of ...

Physical Adversarial Attacks on an Aerial Imagery Object Detector - Demo Video

Physical Adversarial Attacks on an Aerial Imagery Object Detector - Demo Video

A demo

Common adversarial attacks on AI models

Common adversarial attacks on AI models

AI is no longer futuristic — it's already shaping how businesses work, innovate, and grow. But with its rising importance, AI has ...

[Demo]Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy

[Demo]Defending Physical Adversarial Attack on Object Detection via Adversarial Patch-Feature Energy

Object detection plays an important role in security-critical systems such as autonomous vehicles but has shown to be vulnerable ...

Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving (Teaser Video)

Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving (Teaser Video)

SenSys Technical Session 7 - Light-based Sensing and Communication.

Shadows can be Dangerous: Stealthy and Effective Physical Adversarial Attack by Natural Phenomenon

Shadows can be Dangerous: Stealthy and Effective Physical Adversarial Attack by Natural Phenomenon

[CVPR2022] This is the presentation

Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles.

Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles.

Video

Physical Adversarial Examples with Stop Sign

Physical Adversarial Examples with Stop Sign

Project for ECS235A at UC Davis. We recreated the results from the recent research "Standard detectors aren't (currently) fooled ...

Physical Adversarial AI Attacks

Physical Adversarial AI Attacks

Examines

Attack Demo: DL based Lane Keeping Assistance System under Physical-World Adversarial Attack

Attack Demo: DL based Lane Keeping Assistance System under Physical-World Adversarial Attack

Project site: https://sites.google.com/view/lane-keeping-adv-