Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0002-1837-225420 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge
M.I. Köse, Q.A. Ahmed, T. Jungeblut, 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.)
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: NeurIPS 2025 (Ed.), The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, San Diego, CA, USA., 2025.
2025 | Artikel | FH-PUB-ID: 6139
DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis
H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut, Frontiers in Neuroscience 19 (2025).
HSBI-PUB
| DOI
H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut, Frontiers in Neuroscience 19 (2025).
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | 
Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, 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, pp. 115–118.
HSBI-PUB
| DOI
| Download (ext.)
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, 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, pp. 115–118.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
NNXC: Neural Network Meets Approximate Computing
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation
S. Wermuth, Q.A. Ahmed, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
S. Wermuth, Q.A. Ahmed, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications
Q.A. Ahmed, D.M. Mughal, D. Munir, H.D. Schotten, T. Jungeblut, S.-H. Kim, M.Y. Chung, in: arXiv, 2025.
HSBI-PUB
| DOI
Q.A. Ahmed, D.M. Mughal, D. Munir, H.D. Schotten, T. Jungeblut, S.-H. Kim, M.Y. Chung, in: arXiv, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
| DOI
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
| DOI
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements
J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.
HSBI-PUB
J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
RelaX: Reliability Assessment in Approximate Circuits
Q.A. Ahmed, S. Sadeghi-Kohan, M. Awais, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: 2024.
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| Dateien verfügbar
| Download (ext.)
Q.A. Ahmed, S. Sadeghi-Kohan, M. Awais, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: 2024.
2024 | Artikel | FH-PUB-ID: 5051
Post-configuration Activation of Hardware Trojans in FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security 8 (2024) 79–93.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security 8 (2024) 79–93.
2023 | Artikel | FH-PUB-ID: 5052
Ensemble learning approach for advanced metering infrastructure in future smart grids
M. Irfan, N. Ayub, F. Althobiani, S. Masood, Q.A. Ahmed, M.H. Saeed, S. Rahman, H. Abdushkour, M.E. Gommosani, V.R. Shamji, S.N. Faraj Mursal, PLOS ONE 18 (2023).
HSBI-PUB
| DOI
M. Irfan, N. Ayub, F. Althobiani, S. Masood, Q.A. Ahmed, M.H. Saeed, S. Rahman, H. Abdushkour, M.E. Gommosani, V.R. Shamji, S.N. Faraj Mursal, PLOS ONE 18 (2023).
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
MAAS: Hiding Trojans in Approximate Circuits
Q.A. Ahmed, M. Awais, M. Platzner, in: IEEE (Ed.), 2023 24th International Symposium on Quality Electronic Design (ISQED), IEEE, 2023, pp. 1–6.
HSBI-PUB
| DOI
Q.A. Ahmed, M. Awais, M. Platzner, in: IEEE (Ed.), 2023 24th International Symposium on Quality Electronic Design (ISQED), IEEE, 2023, pp. 1–6.
2023 | Artikel | FH-PUB-ID: 5054 |
Improved Learning-Based Design Space Exploration for Approximate Instance Generation
M.A. Rajput, S. Alyami, Q.A. Ahmed, H. Alshahrani, Y. Asiri, A. Shaikh, IEEE Access 11 (2023) 18291–18299.
HSBI-PUB
| DOI
| Download (ext.)
M.A. Rajput, S. Alyami, Q.A. Ahmed, H. Alshahrani, Y. Asiri, A. Shaikh, IEEE Access 11 (2023) 18291–18299.
2023 | Artikel | FH-PUB-ID: 5055
AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm
M. Irfan, N. Ayub, Q.A. Ahmed, S. Rahman, M.S. Bashir, G. Nowakowski, S.M. Alqhtani, M. Sieja, Electronics 12 (2023).
HSBI-PUB
| DOI
M. Irfan, N. Ayub, Q.A. Ahmed, S. Rahman, M.S. Bashir, G. Nowakowski, S.M. Alqhtani, M. Sieja, Electronics 12 (2023).
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
On the Detection and Circumvention of Bitstream-level Trojans in FPGAs
Q.A. Ahmed, M. Platzner, in: IEEE (Ed.), 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE, 2022, pp. 434–439.
HSBI-PUB
| DOI
Q.A. Ahmed, M. Platzner, in: IEEE (Ed.), 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE, 2022, pp. 434–439.
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Malicious Routing: Circumventing Bitstream-level Verification for FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, in: IEEE (Ed.), 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2021, pp. 1490–1495.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, in: IEEE (Ed.), 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2021, pp. 1490–1495.
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Hardware Trojans in Reconfigurable Computing
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2.
HSBI-PUB
| DOI
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2.
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Springer International Publishing, Cham, 2019, pp. 127–136.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Springer International Publishing, Cham, 2019, pp. 127–136.
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Process to enhance the quality of software requirement specification document
S.W. Ali, Q.A. Ahmed, I. Shafi, in: IEEE (Ed.), 2018 International Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2018, pp. 1–7.
HSBI-PUB
| DOI
S.W. Ali, Q.A. Ahmed, I. Shafi, in: IEEE (Ed.), 2018 International Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2018, pp. 1–7.
20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6365
Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge
M.I. Köse, Q.A. Ahmed, T. Jungeblut, 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.)
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: NeurIPS 2025 (Ed.), The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, San Diego, CA, USA., 2025.
2025 | Artikel | FH-PUB-ID: 6139
DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis
H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut, Frontiers in Neuroscience 19 (2025).
HSBI-PUB
| DOI
H. Attaullah, S. Sanaullah, A. Peters, Q.A. Ahmed, J. Baudisch, T. Jungeblut, Frontiers in Neuroscience 19 (2025).
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, 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, pp. 115–118.
HSBI-PUB
| DOI
| Download (ext.)
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, 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, pp. 115–118.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
NNXC: Neural Network Meets Approximate Computing
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation
S. Wermuth, Q.A. Ahmed, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
S. Wermuth, Q.A. Ahmed, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications
Q.A. Ahmed, D.M. Mughal, D. Munir, H.D. Schotten, T. Jungeblut, S.-H. Kim, M.Y. Chung, in: arXiv, 2025.
HSBI-PUB
| DOI
Q.A. Ahmed, D.M. Mughal, D. Munir, H.D. Schotten, T. Jungeblut, S.-H. Kim, M.Y. Chung, in: arXiv, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
| DOI
M.I. Köse, Q.A. Ahmed, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
HSBI-PUB
| DOI
F. Jalil, J. Leuering, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Workshop on AI and Its Applications, Institute for Data Science Solutions, Bielefeld, 2025.
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements
J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.
HSBI-PUB
J. Leuering, F. Jalil, Q.A. Ahmed, W. Schenck, T. Jungeblut, in: Institute for Data Science Solutions, Bielefeld, n.d.
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
RelaX: Reliability Assessment in Approximate Circuits
Q.A. Ahmed, S. Sadeghi-Kohan, M. Awais, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: 2024.
HSBI-PUB
| Dateien verfügbar
| Download (ext.)
Q.A. Ahmed, S. Sadeghi-Kohan, M. Awais, M. Platzner, S. Hellebrand, T. Jungeblut, H.-J. Wunderlich, in: 2024.
2024 | Artikel | FH-PUB-ID: 5051
Post-configuration Activation of Hardware Trojans in FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security 8 (2024) 79–93.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security 8 (2024) 79–93.
2023 | Artikel | FH-PUB-ID: 5052
Ensemble learning approach for advanced metering infrastructure in future smart grids
M. Irfan, N. Ayub, F. Althobiani, S. Masood, Q.A. Ahmed, M.H. Saeed, S. Rahman, H. Abdushkour, M.E. Gommosani, V.R. Shamji, S.N. Faraj Mursal, PLOS ONE 18 (2023).
HSBI-PUB
| DOI
M. Irfan, N. Ayub, F. Althobiani, S. Masood, Q.A. Ahmed, M.H. Saeed, S. Rahman, H. Abdushkour, M.E. Gommosani, V.R. Shamji, S.N. Faraj Mursal, PLOS ONE 18 (2023).
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
MAAS: Hiding Trojans in Approximate Circuits
Q.A. Ahmed, M. Awais, M. Platzner, in: IEEE (Ed.), 2023 24th International Symposium on Quality Electronic Design (ISQED), IEEE, 2023, pp. 1–6.
HSBI-PUB
| DOI
Q.A. Ahmed, M. Awais, M. Platzner, in: IEEE (Ed.), 2023 24th International Symposium on Quality Electronic Design (ISQED), IEEE, 2023, pp. 1–6.
2023 | Artikel | FH-PUB-ID: 5054 |
Improved Learning-Based Design Space Exploration for Approximate Instance Generation
M.A. Rajput, S. Alyami, Q.A. Ahmed, H. Alshahrani, Y. Asiri, A. Shaikh, IEEE Access 11 (2023) 18291–18299.
HSBI-PUB
| DOI
| Download (ext.)
M.A. Rajput, S. Alyami, Q.A. Ahmed, H. Alshahrani, Y. Asiri, A. Shaikh, IEEE Access 11 (2023) 18291–18299.
2023 | Artikel | FH-PUB-ID: 5055
AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm
M. Irfan, N. Ayub, Q.A. Ahmed, S. Rahman, M.S. Bashir, G. Nowakowski, S.M. Alqhtani, M. Sieja, Electronics 12 (2023).
HSBI-PUB
| DOI
M. Irfan, N. Ayub, Q.A. Ahmed, S. Rahman, M.S. Bashir, G. Nowakowski, S.M. Alqhtani, M. Sieja, Electronics 12 (2023).
2022 | Konferenzbeitrag | FH-PUB-ID: 5056
On the Detection and Circumvention of Bitstream-level Trojans in FPGAs
Q.A. Ahmed, M. Platzner, in: IEEE (Ed.), 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE, 2022, pp. 434–439.
HSBI-PUB
| DOI
Q.A. Ahmed, M. Platzner, in: IEEE (Ed.), 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), IEEE, 2022, pp. 434–439.
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Malicious Routing: Circumventing Bitstream-level Verification for FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, in: IEEE (Ed.), 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2021, pp. 1490–1495.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, in: IEEE (Ed.), 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2021, pp. 1490–1495.
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Hardware Trojans in Reconfigurable Computing
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2.
HSBI-PUB
| DOI
Q.A. Ahmed, in: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2021, pp. 1–2.
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Springer International Publishing, Cham, 2019, pp. 127–136.
HSBI-PUB
| DOI
Q.A. Ahmed, T. Wiersema, M. Platzner, in: C. Hochberger, B. Nelson, A. Koch, R. Woods, P. Diniz (Eds.), Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, Springer International Publishing, Cham, 2019, pp. 127–136.
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Process to enhance the quality of software requirement specification document
S.W. Ali, Q.A. Ahmed, I. Shafi, in: IEEE (Ed.), 2018 International Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2018, pp. 1–7.
HSBI-PUB
| DOI
S.W. Ali, Q.A. Ahmed, I. Shafi, in: IEEE (Ed.), 2018 International Conference on Engineering and Emerging Technologies (ICEET), IEEE, 2018, pp. 1–7.