Mouna Baklouti

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Ihsen Alouani

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Publications

2022
[j11]
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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): 63-72 (2022)
[i3]
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  - journals/corr/abs-2211-01182
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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 abs/2211.01182 (2022)
2021
[c32]
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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: 990-1003
2020
[i2]
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  - journals/corr/abs-2006-07700
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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 abs/2006.07700 (2020)
2019
[c25]
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  - conf/rsp/GuesmiABFAR19
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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: 36-42

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