Qazi Arbab Ahmed
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0002-1837-225420 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella, Qazi Arbab Ahmed, and Thorsten Jungeblut. “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, Mohammad Ibrahim, Qazi Arbab Ahmed, and Thorsten Jungeblut. “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge.” In The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, edited by NeurIPS 2025 . San Diego, CA, USA., 2025.
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2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina, Sanaullah Sanaullah, Annika Peters, Qazi Arbab Ahmed, Justin Baudisch, and Thorsten Jungeblut. “DNA: Detecting Early Signs of Neurodegenerative Diseases through Activity and Sleep Analysis.” Frontiers in Neuroscience 19 (2025). https://doi.org/10.3389/fnins.2025.1617758.
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| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 | 
Jalil, Farjana, Muhammad Awais, Qazi Arbab Ahmed, Hassan Ghasemzadeh Mohammadi, Thorsten Jungeblut, and Marco Platzner. “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” In 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), edited by Institute of Electrical and Electronics Engineers (IEEE), 115–18. IEEE, 2025. https://doi.org/10.1109/DSN-W65791.2025.00048.
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “NNXC: Neural Network Meets Approximate Computing.” Bielefeld: Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab, Danish Mehmood Mughal, Daniyal Munir, Hans D. Schotten, Thorsten Jungeblut, Sang-Hyo Kim, and Min Young Chung. “MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications.” arXiv, 2025. https://doi.org/10.48550/ARXIV.2508.06340.
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim, Qazi Arbab Ahmed, and Thorsten Jungeblut. “Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices.” Bielefeld: Institute for Data Science Solutions, 2025. https://doi.org/10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “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. https://doi.org/10.60802/sidas.2025.2.
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| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien, Farjana Jalil, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements.” Bielefeld: Institute for Data Science Solutions, n.d.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed, Qazi Arbab, Somayeh Sadeghi-Kohan, Muhammad Awais, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “RelaX: Reliability Assessment in Approximate Circuits,” 2024.
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2024 | Artikel | FH-PUB-ID: 5051
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security 8, no. 2 (2024): 79–93. https://doi.org/10.1007/s41635-024-00147-5.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan, Muhammad, Nasir Ayub, Faisal Althobiani, Sabeen Masood, Qazi Arbab Ahmed, Muhammad Hamza Saeed, Saifur Rahman, et al. “Ensemble Learning Approach for Advanced Metering Infrastructure in Future Smart Grids.” PLOS ONE 18, no. 10 (2023). https://doi.org/10.1371/journal.pone.0289672.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed, Qazi Arbab, Muhammad Awais, and Marco Platzner. “MAAS: Hiding Trojans in Approximate Circuits.” In 2023 24th International Symposium on Quality Electronic Design (ISQED), edited by IEEE, 1–6. IEEE, 2023. https://doi.org/10.1109/ISQED57927.2023.10129286.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput, Muhammad Awais, Sultan Alyami, Qazi Arbab Ahmed, Hani Alshahrani, Yousef Asiri, and Asadullah Shaikh. “Improved Learning-Based Design Space Exploration for Approximate Instance Generation.” IEEE Access 11 (2023): 18291–99. https://doi.org/10.1109/ACCESS.2023.3247303.
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| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5055
Irfan, Muhammad, Nasir Ayub, Qazi Arbab Ahmed, Saifur Rahman, Muhammad Salman Bashir, Grzegorz Nowakowski, Samar M. Alqhtani, and Marek Sieja. “AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm.” Electronics 12, no. 6 (2023). https://doi.org/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.” In 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), edited by IEEE, 434–39. IEEE, 2022. https://doi.org/10.1109/ISVLSI54635.2022.00097.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Malicious Routing: Circumventing Bitstream-Level Verification for FPGAs.” In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), edited by IEEE, 1490–95. IEEE, 2021. https://doi.org/10.23919/DATE51398.2021.9474026.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed, Qazi Arbab. “Hardware Trojans in Reconfigurable Computing.” In 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), 1–2. IEEE, 2021. https://doi.org/10.1109/VLSI-SoC53125.2021.9606974.
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan.” In Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, edited by Christian Hochberger, Brent Nelson, Andreas Koch, Roger Woods, and Pedro Diniz, 127–36. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-17227-5_10.
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali, Syed Waqas, Qazi Arbab Ahmed, and Imran Shafi. “Process to Enhance the Quality of Software Requirement Specification Document.” In 2018 International Conference on Engineering and Emerging Technologies (ICEET), edited by IEEE, 1–7. IEEE, 2018. https://doi.org/10.1109/ICEET1.2018.8338619.
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20 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6082
Wermuth, Stella, Qazi Arbab Ahmed, and Thorsten Jungeblut. “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, Mohammad Ibrahim, Qazi Arbab Ahmed, and Thorsten Jungeblut. “Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge.” In The 5th Muslims in Machine Learning (MusIML) Workshop Co-Located with NeurIPS 2025, edited by NeurIPS 2025 . San Diego, CA, USA., 2025.
HSBI-PUB
| Download (ext.)
2025 | Artikel | FH-PUB-ID: 6139
Attaullah, Hasina, Sanaullah Sanaullah, Annika Peters, Qazi Arbab Ahmed, Justin Baudisch, and Thorsten Jungeblut. “DNA: Detecting Early Signs of Neurodegenerative Diseases through Activity and Sleep Analysis.” Frontiers in Neuroscience 19 (2025). https://doi.org/10.3389/fnins.2025.1617758.
HSBI-PUB
| DOI
2025 | Konferenzbeitrag | FH-PUB-ID: 6073 |
Jalil, Farjana, Muhammad Awais, Qazi Arbab Ahmed, Hassan Ghasemzadeh Mohammadi, Thorsten Jungeblut, and Marco Platzner. “Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators.” In 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), edited by Institute of Electrical and Electronics Engineers (IEEE), 115–18. IEEE, 2025. https://doi.org/10.1109/DSN-W65791.2025.00048.
HSBI-PUB
| DOI
| Download (ext.)
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “NNXC: Neural Network Meets Approximate Computing.” Bielefeld: Institute for Data Science Solutions, 2025.
HSBI-PUB
2025 | Konferenzbeitrag | FH-PUB-ID: 6140
Ahmed, Qazi Arbab, Danish Mehmood Mughal, Daniyal Munir, Hans D. Schotten, Thorsten Jungeblut, Sang-Hyo Kim, and Min Young Chung. “MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications.” arXiv, 2025. https://doi.org/10.48550/ARXIV.2508.06340.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6083
Köse, Mohammad Ibrahim, Qazi Arbab Ahmed, and Thorsten Jungeblut. “Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices.” Bielefeld: Institute for Data Science Solutions, 2025. https://doi.org/10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
Jalil, Farjana, Julien Leuering, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “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. https://doi.org/10.60802/sidas.2025.2.
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
Leuering, Julien, Farjana Jalil, Qazi Arbab Ahmed, Wolfram Schenck, and Thorsten Jungeblut. “Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements.” Bielefeld: Institute for Data Science Solutions, n.d.
HSBI-PUB
2024 | Konferenzbeitrag | FH-PUB-ID: 5061 |
Ahmed, Qazi Arbab, Somayeh Sadeghi-Kohan, Muhammad Awais, Marco Platzner, Sybille Hellebrand, Thorsten Jungeblut, and Hans-Joachim Wunderlich. “RelaX: Reliability Assessment in Approximate Circuits,” 2024.
HSBI-PUB
| Download (ext.)
2024 | Artikel | FH-PUB-ID: 5051
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Post-Configuration Activation of Hardware Trojans in FPGAs.” Journal of Hardware and Systems Security 8, no. 2 (2024): 79–93. https://doi.org/10.1007/s41635-024-00147-5.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5052
Irfan, Muhammad, Nasir Ayub, Faisal Althobiani, Sabeen Masood, Qazi Arbab Ahmed, Muhammad Hamza Saeed, Saifur Rahman, et al. “Ensemble Learning Approach for Advanced Metering Infrastructure in Future Smart Grids.” PLOS ONE 18, no. 10 (2023). https://doi.org/10.1371/journal.pone.0289672.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5053
Ahmed, Qazi Arbab, Muhammad Awais, and Marco Platzner. “MAAS: Hiding Trojans in Approximate Circuits.” In 2023 24th International Symposium on Quality Electronic Design (ISQED), edited by IEEE, 1–6. IEEE, 2023. https://doi.org/10.1109/ISQED57927.2023.10129286.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5054 |
Rajput, Muhammad Awais, Sultan Alyami, Qazi Arbab Ahmed, Hani Alshahrani, Yousef Asiri, and Asadullah Shaikh. “Improved Learning-Based Design Space Exploration for Approximate Instance Generation.” IEEE Access 11 (2023): 18291–99. https://doi.org/10.1109/ACCESS.2023.3247303.
HSBI-PUB
| DOI
| Download (ext.)
2023 | Artikel | FH-PUB-ID: 5055
Irfan, Muhammad, Nasir Ayub, Qazi Arbab Ahmed, Saifur Rahman, Muhammad Salman Bashir, Grzegorz Nowakowski, Samar M. Alqhtani, and Marek Sieja. “AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm.” Electronics 12, no. 6 (2023). https://doi.org/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.” In 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), edited by IEEE, 434–39. IEEE, 2022. https://doi.org/10.1109/ISVLSI54635.2022.00097.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5058
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Malicious Routing: Circumventing Bitstream-Level Verification for FPGAs.” In 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), edited by IEEE, 1490–95. IEEE, 2021. https://doi.org/10.23919/DATE51398.2021.9474026.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 5057
Ahmed, Qazi Arbab. “Hardware Trojans in Reconfigurable Computing.” In 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), 1–2. IEEE, 2021. https://doi.org/10.1109/VLSI-SoC53125.2021.9606974.
HSBI-PUB
| DOI
2019 | Konferenzbeitrag | FH-PUB-ID: 5059
Ahmed, Qazi Arbab, Tobias Wiersema, and Marco Platzner. “Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan.” In Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings, edited by Christian Hochberger, Brent Nelson, Andreas Koch, Roger Woods, and Pedro Diniz, 127–36. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-17227-5_10.
HSBI-PUB
| DOI
2018 | Konferenzbeitrag | FH-PUB-ID: 5060
Ali, Syed Waqas, Qazi Arbab Ahmed, and Imran Shafi. “Process to Enhance the Quality of Software Requirement Specification Document.” In 2018 International Conference on Engineering and Emerging Technologies (ICEET), edited by IEEE, 1–7. IEEE, 2018. https://doi.org/10.1109/ICEET1.2018.8338619.
HSBI-PUB
| DOI