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Amira Guesmi
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 25
Top Topics
Depth Estimation
Top Venues
CoRR
IJCNN
IEEE Access
Inf.
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Publications
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Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammad Shafique
SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation.
IEEE Access
12 (2024)
Nandish Chattopadhyay
,
Amira Guesmi
,
Muhammad Shafique
Anomaly Unveiled: Securing Image Classification against Adversarial Patch Attacks.
CoRR
(2024)
Ayoub Arous
,
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Ihsen Alouani
,
Muhammad Shafique
Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens.
CoRR
(2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammad Shafique
Physical Adversarial Attacks for Camera-Based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook.
IEEE Access
11 (2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Muhammad Shafique
AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems.
CoRR
(2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammad Shafique
SAAM: Stealthy Adversarial Attack on Monoculor Depth Estimation.
CoRR
(2023)
Nandish Chattopadhyay
,
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammad Shafique
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction.
CoRR
(2023)
Amira Guesmi
,
Ruitian Ding
,
Muhammad Abdullah Hanif
,
Ihsen Alouani
,
Muhammad Shafique
DAP: A Dynamic Adversarial Patch for Evading Person Detectors.
CoRR
(2023)
Ayoub Arous
,
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Ihsen Alouani
,
Muhammad Shafique
Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens.
IJCNN
(2023)
Nandish Chattopadhyay
,
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammad Shafique
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches.
CoRR
(2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Bassem Ouni
,
Muhammed Shafique
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook.
CoRR
(2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Muhammad Shafique
AdvRain: Adversarial Raindrops to Attack Camera-Based Smart Vision Systems.
Inf.
14 (12) (2023)
Amira Guesmi
,
Muhammad Abdullah Hanif
,
Ihsen Alouani
,
Muhammad Shafique
APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation.
CoRR
(2023)
Amira Guesmi
,
Ioan Marius Bilasco
,
Muhammad Shafique
,
Ihsen Alouani
AdvART: Adversarial Art for Camouflaged Object Detection Attacks.
CoRR
(2023)
Amira Guesmi
,
Khaled N. Khasawneh
,
Nael B. Abu-Ghazaleh
,
Ihsen Alouani
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints.
IJCNN
(2022)
Shail Dave
,
Alberto Marchisio
,
Muhammad Abdullah Hanif
,
Amira Guesmi
,
Aviral Shrivastava
,
Ihsen Alouani
,
Muhammad Shafique
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems.
CoRR
(2022)
Amira Guesmi
,
Ihsen Alouani
,
Khaled N. Khasawneh
,
Mouna Baklouti
,
Tarek Frikha
,
Mohamed Abid
,
Nael B. Abu-Ghazaleh
Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks.
CoRR
(2022)
Amira Guesmi
,
Ihsen Alouani
,
Mouna Baklouti
,
Tarek Frikha
,
Mohamed Abid
SIT: Stochastic Input Transformation to Defend Against Adversarial Attacks on Deep Neural Networks.
IEEE Des. Test
39 (3) (2022)
Amira Guesmi
,
Ihsen Alouani
a-RNA: Adversarial Radio Noise Attack to Fool Radar-based Environment Perception Systems.
CoRR
(2022)
Amira Guesmi
,
Khaled N. Khasawneh
,
Nael B. Abu-Ghazaleh
,
Ihsen Alouani
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints.
CoRR
(2022)
Shail Dave
,
Alberto Marchisio
,
Muhammad Abdullah Hanif
,
Amira Guesmi
,
Aviral Shrivastava
,
Ihsen Alouani
,
Muhammad Shafique
Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems.
VTS
(2022)
Amira Guesmi
,
Ihsen Alouani
,
Khaled N. Khasawneh
,
Mouna Baklouti
,
Tarek Frikha
,
Mohamed Abid
,
Nael B. Abu-Ghazaleh
Defensive approximation: securing CNNs using approximate computing.
ASPLOS
(2021)
Amira Guesmi
,
Ihsen Alouani
,
Khaled N. Khasawneh
,
Mouna Baklouti
,
Tarek Frikha
,
Mohamed Abid
,
Nael B. Abu-Ghazaleh
Defensive Approximation: Enhancing CNNs Security through Approximate Computing.
CoRR
(2020)
Dhouha El Houssaini
,
Amira Guesmi
,
Sabrine Khriji
,
Thomas Keutel
,
Kamel Besbes
,
Olfa Kanoun
Experimental Investigation on Weather Changes Influences on Wireless Localization System.
M&N
(2019)
Amira Guesmi
,
Ihsen Alouani
,
Mouna Baklouti
,
Tarek Frikha
,
Mohamed Abid
,
Atika Rivenq
HEAP: A Heterogeneous Approximate Floating-Point Multiplier for Error Tolerant Applications.
RSP
(2019)