Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0002-1837-225420 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth S, Ahmed QA, Jungeblut T. From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation. In: Workshop on AI and Its Applications. Bielefeld: Institute for Data Science Solutions; 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse MI, Ahmed QA, Jungeblut T. Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In: NeurIPS 2025 , ed. The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025. San Diego, CA, USA.; 2025.
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2025 | Artikel | FH-PUB-ID: 6139
Attaullah H, Sanaullah S, Peters A, Ahmed QA, Baudisch J, Jungeblut T. DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis. Frontiers in Neuroscience. 2025;19. doi:10.3389/fnins.2025.1617758
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| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | 
Jalil F, Awais M, Ahmed QA, Mohammadi HG, Jungeblut T, Platzner M. Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: Institute of Electrical and Electronics Engineers (IEEE), ed. 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE; 2025:115-118. doi:10.1109/DSN-W65791.2025.00048
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. NNXC: Neural Network Meets Approximate Computing. In: Bielefeld: Institute for Data Science Solutions; 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed QA, Mughal DM, Munir D, et al. MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. In: arXiv; 2025. doi:10.48550/ARXIV.2508.06340
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse MI, Ahmed QA, Jungeblut T. Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. In: Bielefeld: Institute for Data Science Solutions; 2025. doi:10.60802/sidas.2025.2
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: Workshop on AI and Its Applications. Bielefeld: Institute for Data Science Solutions; 2025. doi:10.60802/sidas.2025.2
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering J, Jalil F, Ahmed QA, Schenck W, Jungeblut T. Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: Bielefeld: Institute for Data Science Solutions.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed QA, Sadeghi-Kohan S, Awais M, et al. RelaX: Reliability Assessment in Approximate Circuits. In: ; 2024.
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2024 | Artikel | FH-PUB-ID: 5051
Ahmed QA, Wiersema T, Platzner M. Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. 2024;8(2):79-93. doi:10.1007/s41635-024-00147-5
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| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan M, Ayub N, Althobiani F, et al. Ensemble learning approach for advanced metering infrastructure in future smart grids. PLOS ONE. 2023;18(10). doi:10.1371/journal.pone.0289672
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed QA, Awais M, Platzner M. MAAS: Hiding Trojans in Approximate Circuits. In: IEEE, ed. 2023 24th International Symposium on Quality Electronic Design (ISQED). IEEE; 2023:1-6. doi:10.1109/ISQED57927.2023.10129286
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput MA, Alyami S, Ahmed QA, Alshahrani H, Asiri Y, Shaikh A. Improved Learning-Based Design Space Exploration for Approximate Instance Generation. IEEE Access. 2023;11:18291-18299. doi:10.1109/ACCESS.2023.3247303
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2023 | Artikel | FH-PUB-ID: 5055
Irfan M, Ayub N, Ahmed QA, et al. AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm. Electronics. 2023;12(6). doi:10.3390/electronics12061298
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
Ahmed QA, Platzner M. On the Detection and Circumvention of Bitstream-level Trojans in FPGAs. In: IEEE, ed. 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). IEEE; 2022:434-439. doi:10.1109/ISVLSI54635.2022.00097
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed QA, Wiersema T, Platzner M. Malicious Routing: Circumventing Bitstream-level Verification for FPGAs. In: IEEE, ed. 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE; 2021:1490-1495. doi:10.23919/DATE51398.2021.9474026
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed QA. Hardware Trojans in Reconfigurable Computing. In: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC). IEEE; 2021:1-2. doi:10.1109/VLSI-SoC53125.2021.9606974
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed QA, Wiersema T, Platzner M. Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan. In: Hochberger C, Nelson B, Koch A, Woods R, Diniz P, eds. Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2019:127-136. doi:10.1007/978-3-030-17227-5_10
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali SW, Ahmed QA, Shafi I. Process to enhance the quality of software requirement specification document. In: IEEE, ed. 2018 International Conference on Engineering and Emerging Technologies (ICEET). IEEE; 2018:1-7. doi:10.1109/ICEET1.2018.8338619
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20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth S, Ahmed QA, Jungeblut T. From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation. In: Workshop on AI and Its Applications. Bielefeld: Institute for Data Science Solutions; 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse MI, Ahmed QA, Jungeblut T. Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge. In: NeurIPS 2025 , ed. The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025. San Diego, CA, USA.; 2025.
HSBI-PUB
| Download (ext.)
2025 | Artikel | FH-PUB-ID: 6139
Attaullah H, Sanaullah S, Peters A, Ahmed QA, Baudisch J, Jungeblut T. DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis. Frontiers in Neuroscience. 2025;19. doi:10.3389/fnins.2025.1617758
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
Jalil F, Awais M, Ahmed QA, Mohammadi HG, Jungeblut T, Platzner M. Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators. In: Institute of Electrical and Electronics Engineers (IEEE), ed. 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W). IEEE; 2025:115-118. doi:10.1109/DSN-W65791.2025.00048
HSBI-PUB
| DOI
| Download (ext.)
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. NNXC: Neural Network Meets Approximate Computing. In: Bielefeld: Institute for Data Science Solutions; 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed QA, Mughal DM, Munir D, et al. MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. In: arXiv; 2025. doi:10.48550/ARXIV.2508.06340
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse MI, Ahmed QA, Jungeblut T. Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. In: Bielefeld: Institute for Data Science Solutions; 2025. doi:10.60802/sidas.2025.2
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil F, Leuering J, Ahmed QA, Schenck W, Jungeblut T. AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications. In: Workshop on AI and Its Applications. Bielefeld: Institute for Data Science Solutions; 2025. doi:10.60802/sidas.2025.2
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering J, Jalil F, Ahmed QA, Schenck W, Jungeblut T. Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. In: Bielefeld: Institute for Data Science Solutions.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed QA, Sadeghi-Kohan S, Awais M, et al. RelaX: Reliability Assessment in Approximate Circuits. In: ; 2024.
HSBI-PUB
| Download (ext.)
2024 | Artikel | FH-PUB-ID: 5051
Ahmed QA, Wiersema T, Platzner M. Post-configuration Activation of Hardware Trojans in FPGAs. Journal of Hardware and Systems Security. 2024;8(2):79-93. doi:10.1007/s41635-024-00147-5
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan M, Ayub N, Althobiani F, et al. Ensemble learning approach for advanced metering infrastructure in future smart grids. PLOS ONE. 2023;18(10). doi:10.1371/journal.pone.0289672
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed QA, Awais M, Platzner M. MAAS: Hiding Trojans in Approximate Circuits. In: IEEE, ed. 2023 24th International Symposium on Quality Electronic Design (ISQED). IEEE; 2023:1-6. doi:10.1109/ISQED57927.2023.10129286
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput MA, Alyami S, Ahmed QA, Alshahrani H, Asiri Y, Shaikh A. Improved Learning-Based Design Space Exploration for Approximate Instance Generation. IEEE Access. 2023;11:18291-18299. doi:10.1109/ACCESS.2023.3247303
HSBI-PUB
| DOI
| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5055
Irfan M, Ayub N, Ahmed QA, et al. AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm. Electronics. 2023;12(6). doi:10.3390/electronics12061298
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
Ahmed QA, Platzner M. On the Detection and Circumvention of Bitstream-level Trojans in FPGAs. In: IEEE, ed. 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI). IEEE; 2022:434-439. doi:10.1109/ISVLSI54635.2022.00097
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed QA, Wiersema T, Platzner M. Malicious Routing: Circumventing Bitstream-level Verification for FPGAs. In: IEEE, ed. 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE; 2021:1490-1495. doi:10.23919/DATE51398.2021.9474026
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed QA. Hardware Trojans in Reconfigurable Computing. In: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC). IEEE; 2021:1-2. doi:10.1109/VLSI-SoC53125.2021.9606974
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed QA, Wiersema T, Platzner M. Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan. In: Hochberger C, Nelson B, Koch A, Woods R, Diniz P, eds. Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2019:127-136. doi:10.1007/978-3-030-17227-5_10
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali SW, Ahmed QA, Shafi I. Process to enhance the quality of software requirement specification document. In: IEEE, ed. 2018 International Conference on Engineering and Emerging Technologies (ICEET). IEEE; 2018:1-7. doi:10.1109/ICEET1.2018.8338619
HSBI-PUB
| DOI