Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0002-1837-225420 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse, Mohammad Ibrahim, et al. “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge.” The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, edited by NeurIPS 2025 , 2025.
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2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina, et al. “DNA: Detecting Early Signs of Neurodegenerative Diseases through Activity and Sleep Analysis.” Frontiers in Neuroscience, vol. 19, Frontiers Media SA, 2025, doi:10.3389/fnins.2025.1617758.
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | 
Jalil, Farjana, et al. “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), edited by Institute of Electrical and Electronics Engineers (IEEE), IEEE, 2025, pp. 115–18, doi:10.1109/DSN-W65791.2025.00048.
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana, et al. NNXC: Neural Network Meets Approximate Computing. Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella, et al. “From Fisheye to Fusion: Towards Efficient AI-Based Indoor Perception for Public Transportation.” Workshop on AI and Its Applications, Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab, et al. MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. arXiv, 2025, doi:10.48550/ARXIV.2508.06340.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim, et al. Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. Institute for Data Science Solutions, 2025, doi:10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana, et al. “AutoDSE: Towards HW/AI Co-Design of Ultra-Low Latency Hardware Accelerators for Industrial Applications.” Workshop on AI and Its Applications, Institute for Data Science Solutions, 2025, doi:10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien, et al. Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. Institute for Data Science Solutions.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed, Qazi Arbab, et al. RelaX: Reliability Assessment in Approximate Circuits. 2024.
HSBI-PUB
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2024 | Artikel | FH-PUB-ID: 5051
Ahmed, Qazi Arbab, et al. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security, vol. 8, no. 2, Springer Science and Business Media LLC, 2024, pp. 79–93, doi:10.1007/s41635-024-00147-5.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan, Muhammad, et al. “Ensemble Learning Approach for Advanced Metering Infrastructure in Future Smart Grids.” PLOS ONE, vol. 18, no. 10, e0289672, Public Library of Science (PLoS), 2023, doi:10.1371/journal.pone.0289672.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed, Qazi Arbab, et al. “MAAS: Hiding Trojans in Approximate Circuits.” 2023 24th International Symposium on Quality Electronic Design (ISQED), edited by IEEE, IEEE, 2023, pp. 1–6, doi:10.1109/ISQED57927.2023.10129286.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput, Muhammad Awais, et al. “Improved Learning-Based Design Space Exploration for Approximate Instance Generation.” IEEE Access, vol. 11, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 18291–99, doi:10.1109/ACCESS.2023.3247303.
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2023 | Artikel | FH-PUB-ID: 5055
Irfan, Muhammad, et al. “AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm.” Electronics, vol. 12, no. 6, 1298, MDPI AG, 2023, doi:10.3390/electronics12061298.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
Ahmed, Qazi Arbab, and Marco Platzner. “On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs.” 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), edited by IEEE, IEEE, 2022, pp. 434–39, doi:10.1109/ISVLSI54635.2022.00097.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed, Qazi Arbab, et al. “Malicious Routing: Circumventing Bitstream-Level Verification for FPGAs.” 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), edited by IEEE, IEEE, 2021, pp. 1490–95, doi:10.23919/DATE51398.2021.9474026.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed, Qazi Arbab. “Hardware Trojans in Reconfigurable Computing.” 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2, doi:10.1109/VLSI-SoC53125.2021.9606974.
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed, Qazi Arbab, et al. “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan.” Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, edited by Christian Hochberger et al., Springer International Publishing, 2019, pp. 127–36, doi:10.1007/978-3-030-17227-5_10.
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali, Syed Waqas, et al. “Process to Enhance the Quality of Software Requirement Specification Document.” 2018 International Conference on Engineering and Emerging Technologies (ICEET), edited by IEEE, IEEE, 2018, pp. 1–7, doi:10.1109/ICEET1.2018.8338619.
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20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Köse, Mohammad Ibrahim, et al. “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge.” The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, edited by NeurIPS 2025 , 2025.
HSBI-PUB
| Download (ext.)
2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina, et al. “DNA: Detecting Early Signs of Neurodegenerative Diseases through Activity and Sleep Analysis.” Frontiers in Neuroscience, vol. 19, Frontiers Media SA, 2025, doi:10.3389/fnins.2025.1617758.
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
Jalil, Farjana, et al. “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), edited by Institute of Electrical and Electronics Engineers (IEEE), IEEE, 2025, pp. 115–18, doi:10.1109/DSN-W65791.2025.00048.
HSBI-PUB
| DOI
| Download (ext.)
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana, et al. NNXC: Neural Network Meets Approximate Computing. Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella, et al. “From Fisheye to Fusion: Towards Efficient AI-Based Indoor Perception for Public Transportation.” Workshop on AI and Its Applications, Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab, et al. MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications. arXiv, 2025, doi:10.48550/ARXIV.2508.06340.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim, et al. Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices. Institute for Data Science Solutions, 2025, doi:10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana, et al. “AutoDSE: Towards HW/AI Co-Design of Ultra-Low Latency Hardware Accelerators for Industrial Applications.” Workshop on AI and Its Applications, Institute for Data Science Solutions, 2025, doi:10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien, et al. Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements. Institute for Data Science Solutions.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed, Qazi Arbab, et al. RelaX: Reliability Assessment in Approximate Circuits. 2024.
HSBI-PUB
| Dateien verfügbar
| Download (ext.)
2024 | Artikel | FH-PUB-ID: 5051
Ahmed, Qazi Arbab, et al. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security, vol. 8, no. 2, Springer Science and Business Media LLC, 2024, pp. 79–93, doi:10.1007/s41635-024-00147-5.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan, Muhammad, et al. “Ensemble Learning Approach for Advanced Metering Infrastructure in Future Smart Grids.” PLOS ONE, vol. 18, no. 10, e0289672, Public Library of Science (PLoS), 2023, doi:10.1371/journal.pone.0289672.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed, Qazi Arbab, et al. “MAAS: Hiding Trojans in Approximate Circuits.” 2023 24th International Symposium on Quality Electronic Design (ISQED), edited by IEEE, IEEE, 2023, pp. 1–6, doi:10.1109/ISQED57927.2023.10129286.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput, Muhammad Awais, et al. “Improved Learning-Based Design Space Exploration for Approximate Instance Generation.” IEEE Access, vol. 11, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 18291–99, doi:10.1109/ACCESS.2023.3247303.
HSBI-PUB
| DOI
| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5055
Irfan, Muhammad, et al. “AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm.” Electronics, vol. 12, no. 6, 1298, MDPI AG, 2023, doi:10.3390/electronics12061298.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
Ahmed, Qazi Arbab, and Marco Platzner. “On the Detection and Circumvention of Bitstream-Level Trojans in FPGAs.” 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), edited by IEEE, IEEE, 2022, pp. 434–39, doi:10.1109/ISVLSI54635.2022.00097.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed, Qazi Arbab, et al. “Malicious Routing: Circumventing Bitstream-Level Verification for FPGAs.” 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), edited by IEEE, IEEE, 2021, pp. 1490–95, doi:10.23919/DATE51398.2021.9474026.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed, Qazi Arbab. “Hardware Trojans in Reconfigurable Computing.” 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2, doi:10.1109/VLSI-SoC53125.2021.9606974.
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed, Qazi Arbab, et al. “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan.” Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, edited by Christian Hochberger et al., Springer International Publishing, 2019, pp. 127–36, doi:10.1007/978-3-030-17227-5_10.
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali, Syed Waqas, et al. “Process to Enhance the Quality of Software Requirement Specification Document.” 2018 International Conference on Engineering and Emerging Technologies (ICEET), edited by IEEE, IEEE, 2018, pp. 1–7, doi:10.1109/ICEET1.2018.8338619.
HSBI-PUB
| DOI