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DefensiveDR: Defending against Adversarial Patches using Dimensionality
  Reduction

DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction

20 November 2023
Nandish Chattopadhyay
Amira Guesmi
Muhammad Abdullah Hanif
B. Ouni
Mohamed Bennai
ArXivPDFHTML

Papers citing "DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction"

5 / 5 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
41
0
0
01 Mar 2025
Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR
  Perception Systems in Autonomous Vehicles
Navigating Threats: A Survey of Physical Adversarial Attacks on LiDAR Perception Systems in Autonomous Vehicles
Amira Guesmi
Mohamed Bennai
AAML
43
1
0
30 Sep 2024
ODDR: Outlier Detection & Dimension Reduction Based Defense Against
  Adversarial Patches
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
Nandish Chattopadhyay
Amira Guesmi
Muhammad Abdullah Hanif
B. Ouni
Mohamed Bennai
OODD
36
3
0
20 Nov 2023
SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
Amira Guesmi
Muhammad Abdullah Hanif
B. Ouni
Mohamed Bennai
MDE
50
12
0
06 Aug 2023
Feature Separation and Recalibration for Adversarial Robustness
Feature Separation and Recalibration for Adversarial Robustness
Woo Jae Kim
Y. Cho
Junsik Jung
Sung-eui Yoon
AAML
50
18
0
24 Mar 2023
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