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
- 3 Active
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R1419ECS: Trustworthy Distributed Brain-inspired Systems: Theoretical Basis and Hardware Implementation
Alouani, I. (PI) & Martinez-del-Rincon, J. (CoI)
16/05/2024 → …
Project: Research
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R1272ECS: TruDetect: Trustworthy Deep-Learning based Hardware Trojan Detection - Version 2
O'Neill, M. (PI), Alouani, I. (CoI) & McLaughlin, N. (CoI)
25/09/2023 → …
Project: Research
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R1796ECS: NIO New Deal Cyber Bid -AIDE_NICYBER2025 (linked to R1778ECS)
Miller, P. (PI), Alouani, I. (CoI), Devereux, B. (CoI), Johnson, C. (CoI), Martinez-del-Rincon, J. (CoI), McLaughlin, K. (CoI), McLaughlin, N. (CoI), O'Neill, M. (CoI), Olukoya, O. (CoI), Scott-Hayward, S. (CoI), Sharma, V. (CoI) & Wang, H. (CoI)
19/12/2022 → …
Project: Research
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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., 22 Aug 2023, Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Institute of Electrical and Electronics Engineers Inc., 9 p. (Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile35 Downloads (Pure) -
DAP: a dynamic adversarial patch for evading person detectors
Guesmi, A., Ding, R., Hanif, M. A., Alouani, I. & Shafique, M., 16 Sept 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): proceedings. Institute of Electrical and Electronics Engineers Inc., p. 24595-24604 10 p. (IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile9 Downloads (Pure) -
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
36 Citations (Scopus) -
An information-theoretic perspective of physical adversarial patches
Tarchoun, B., Khalifa, A. B., Mahjoub, M. A., Abu-Ghazaleh, N. & Alouani, I., Nov 2024, In: Neural Networks. 179, 106590.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Downloads (Pure) -
Stochastic-HMDs: adversarial-resilient hardware malware detectors via undervolting
Islam, M. S., Alouani, I. & Khasawneh, K. N., 15 Sept 2023, 2023 60th ACM/IEEE Design Automation Conference, DAC 2023: proceedings. Institute of Electrical and Electronics Engineers Inc., 6 p. (Proceedings - Design Automation Conference; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile4 Citations (Scopus)71 Downloads (Pure)
Activities
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AI Hardware: Test, Reliability and Security Workshop
Alouani, I. (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
Alouani, I. (Invited speaker)
23 Sept 2022Activity: Talk or presentation types › Oral presentation
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ML for Medical Applications, and the Opportunity for Neuromorphic Computing
Alouani, I. (Keynote speaker)
06 Feb 2023Activity: Talk or presentation types › Invited talk
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ML Trustworthiness in Adversarial Contexts
Alouani, I. (Invited speaker)
15 Dec 2022Activity: Talk or presentation types › Invited talk
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Study of Research and Guidance on the Cyber Security of AI (£10k)
Martinez-del-Rincon, J. (Advisor), Alouani, I. (Advisor), Nowroozi, E. (Advisor), Kamenou, E. (Advisor), Gupta, S. (Advisor) & Miller, P. (Advisor)
Dec 2023 → Mar 2024Activity: Consultancy types › Contribution to the work of national or international committees and working groups