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2205.13807
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fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems
27 May 2022
Alberto Marchisio
Giovanni Caramia
Maurizio Martina
Muhammad Shafique
AAML
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Papers citing
"fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems"
8 / 8 papers shown
Title
A Survey of Adversarial Defenses in Vision-based Systems: Categorization, Methods and Challenges
Nandish Chattopadhyay
Abdul Basit
B. Ouni
Muhammad Shafique
AAML
28
0
0
01 Mar 2025
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook
Amira Guesmi
Muhammad Abdullah Hanif
B. Ouni
Muhammed Shafique
AAML
21
21
0
11 Aug 2023
Distracting Downpour: Adversarial Weather Attacks for Motion Estimation
Jenny Schmalfuss
Lukas Mehl
Andrés Bruhn
AAML
24
15
0
11 May 2023
RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks
Alberto Marchisio
Antonio De Marco
Alessio Colucci
Maurizio Martina
Muhammad Shafique
AAML
15
2
0
08 Apr 2023
AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems
Amira Guesmi
Muhammad Abdullah Hanif
Muhammad Shafique
AAML
36
17
0
02 Mar 2023
Attacking Motion Estimation with Adversarial Snow
Jenny Schmalfuss
Lukas Mehl
Andrés Bruhn
AAML
18
9
0
20 Oct 2022
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead
Muhammad Shafique
Mahum Naseer
T. Theocharides
C. Kyrkou
O. Mutlu
Lois Orosa
Jungwook Choi
OOD
66
100
0
04 Jan 2021
Adversarial examples in the physical world
Alexey Kurakin
Ian Goodfellow
Samy Bengio
SILM
AAML
250
5,830
0
08 Jul 2016
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