Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Ihsen Alouani is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Jedi: entropy-based localization and removal of adversarial patches
Tarchoun, B., Khalifa, A. B., Mahjoub, M. A., Abu-Ghazaleh, N. & Alouani, I., 20 Apr 2023, (Accepted) Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. (Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Defensive approximation: securing CNNs using approximate computing
Guesmi, A., Alouani, I., Khasawneh, K. N., Baklouti, M., Frikha, T., Abid, M. & Abu-Ghazaleh, N., 17 Apr 2021, ASPLOS '21: Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems. p. 990–1003 (ACM International Conference on Architectural Support for Programming Languages and Operating Systems: Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Lower Voltage for Higher Security: Using Voltage Overscaling to Secure Deep Neural Networks
Islam, M. S., Alouani, I. & Khasawneh, K. N., 23 Dec 2021, 2021 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design: Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile46 Downloads (Pure) -
Are CNNs reliable enough for critical applications? An exploratory study
Neggaz, M. A., Alouani, I., Niar, S. & Kurdahi, F., 01 Apr 2020, In: IEEE Design and Test. 37, 2, p. 76-83Research output: Contribution to journal › Article › peer-review
Activities
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AI Hardware: Test, Reliability and Security Workshop
Ihsen Alouani (Member of programme committee)
25 May 2023 → 26 May 2023Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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The overlooked risk: ML Trustworthiness in Adversarial Settings
Ihsen Alouani (Invited speaker)
23 Sep 2022Activity: Talk or presentation types › Oral presentation
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ML for Medical Applications, and the Opportunity for Neuromorphic Computing
Ihsen Alouani (Keynote speaker)
06 Feb 2023Activity: Talk or presentation types › Invited talk
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ML Trustworthiness in Adversarial Contexts
Ihsen Alouani (Invited speaker)
15 Dec 2022Activity: Talk or presentation types › Invited talk
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28th Asia and South Pacific Design Automation Conference
Ihsen Alouani (Member of programme committee)
16 Jan 2023 → 19 Jan 2023Activity: Participating in or organising an event types › Participation in conference