@inproceedings{6365, author = {Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, booktitle = {The 5th Muslims in Machine Learning (MusIML) Workshop co-located with NeurIPS 2025}, location = {San Diego, CA, USA.}, title = {{Bridging the Gap Between AI Quantization and Edge Deployment: INT4 and INT8 on the Edge}}, year = {2025}, } @inproceedings{6073, author = {Jalil, Farjana and Awais, Muhammad and Ahmed, Qazi Arbab and Mohammadi, Hassan Ghasemzadeh and Jungeblut, Thorsten and Platzner, Marco}, booktitle = {2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)}, location = {Naples, Italy }, pages = {115--118}, publisher = {IEEE}, title = {{Deep&Wide: Achieving Area Efficiency in Scalable Approximate Accelerators}}, doi = {10.1109/DSN-W65791.2025.00048}, year = {2025}, } @inproceedings{6077, author = {Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, location = {Bielefeld}, publisher = {Institute for Data Science Solutions}, title = {{Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}}, year = {2025}, } @inproceedings{6080, author = {Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, location = {Bielefeld}, publisher = { Institute for Data Science Solutions}, title = {{NNXC: Neural Network Meets Approximate Computing}}, year = {2025}, } @inproceedings{6081, author = {Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, booktitle = {Workshop on AI and its Applications}, location = {Bielefeld}, publisher = {Institute for Data Science Solutions}, title = {{AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}}, doi = {10.60802/sidas.2025.2}, year = {2025}, } @inproceedings{6082, author = {Wermuth, Stella and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, booktitle = {Workshop on AI and its Applications}, location = {Bielefeld}, publisher = {Institute for Data Science Solutions}, title = {{From Fisheye to Fusion: Towards Efficient AI-based Indoor Perception for Public Transportation}}, year = {2025}, } @inproceedings{6083, author = {Köse, Mohammad Ibrahim and Ahmed, Qazi Arbab and Jungeblut, Thorsten}, location = {Bielefeld}, publisher = {Institute for Data Science Solutions}, title = {{Edge4OD: An Automated Framework for Efficient Execution of Object Detection Algorithms on Edge Devices}}, doi = {10.60802/sidas.2025.2}, year = {2025}, } @article{6139, author = {Attaullah, Hasina and Sanaullah, Sanaullah and Peters, Annika and Ahmed, Qazi Arbab and Baudisch, Justin and Jungeblut, Thorsten}, issn = {1662-453X}, journal = {Frontiers in Neuroscience}, publisher = {Frontiers Media SA}, title = {{DNA: detecting early signs of neurodegenerative diseases through activity and sleep analysis}}, doi = {10.3389/fnins.2025.1617758}, volume = {19}, year = {2025}, } @inproceedings{6140, author = {Ahmed, Qazi Arbab and Mughal, Danish Mehmood and Munir, Daniyal and Schotten, Hans D. and Jungeblut, Thorsten and Kim, Sang-Hyo and Chung, Min Young}, location = {Bologna Italy}, publisher = {arXiv}, title = {{MALRIS: Malicious Hardware in RIS-Assisted Wireless Communications}}, doi = {10.48550/ARXIV.2508.06340}, year = {2025}, } @article{5051, author = {Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, issn = {2509-3436}, journal = {Journal of Hardware and Systems Security}, number = {2}, pages = {79--93}, publisher = {Springer Science and Business Media LLC}, title = {{Post-configuration Activation of Hardware Trojans in FPGAs}}, doi = {10.1007/s41635-024-00147-5}, volume = {8}, year = {2024}, } @inproceedings{5061, author = {Ahmed, Qazi Arbab and Sadeghi-Kohan, Somayeh and Awais, Muhammad and Platzner, Marco and Hellebrand, Sybille and Jungeblut, Thorsten and Wunderlich, Hans-Joachim }, location = {New Jersey, USA}, title = {{RelaX: Reliability Assessment in Approximate Circuits}}, year = {2024}, } @article{5052, author = {Irfan, Muhammad and Ayub, Nasir and Althobiani, Faisal and Masood, Sabeen and Ahmed, Qazi Arbab and Saeed, Muhammad Hamza and Rahman, Saifur and Abdushkour, Hesham and Gommosani, Mohammad E. and Shamji, V. R. and Faraj Mursal, Salim Nasar}, issn = {1932-6203}, journal = {PLOS ONE}, number = {10}, publisher = {Public Library of Science (PLoS)}, title = {{Ensemble learning approach for advanced metering infrastructure in future smart grids}}, doi = {10.1371/journal.pone.0289672}, volume = {18}, year = {2023}, } @inproceedings{5053, author = {Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}, booktitle = {2023 24th International Symposium on Quality Electronic Design (ISQED)}, location = {San Francisco, CA, USA}, pages = {1--6}, publisher = {IEEE}, title = {{MAAS: Hiding Trojans in Approximate Circuits}}, doi = {10.1109/ISQED57927.2023.10129286}, year = {2023}, } @article{5054, author = {Rajput, Muhammad Awais and Alyami, Sultan and Ahmed, Qazi Arbab and Alshahrani, Hani and Asiri, Yousef and Shaikh, Asadullah}, issn = {2169-3536}, journal = {IEEE Access}, pages = {18291--18299}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, title = {{Improved Learning-Based Design Space Exploration for Approximate Instance Generation}}, doi = {10.1109/ACCESS.2023.3247303}, volume = {11}, year = {2023}, } @article{5055, author = {Irfan, Muhammad and Ayub, Nasir and Ahmed, Qazi Arbab and Rahman, Saifur and Bashir, Muhammad Salman and Nowakowski, Grzegorz and Alqhtani, Samar M. and Sieja, Marek}, issn = {2079-9292}, journal = {Electronics}, number = {6}, publisher = {MDPI AG}, title = {{AQSA: Aspect-Based Quality Sentiment Analysis for Multi-Labeling with Improved ResNet Hybrid Algorithm}}, doi = {10.3390/electronics12061298}, volume = {12}, year = {2023}, } @inproceedings{5056, author = {Ahmed, Qazi Arbab and Platzner, Marco}, booktitle = {2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)}, location = {Nicosia, Cyprus}, pages = {434--439}, publisher = {IEEE}, title = {{On the Detection and Circumvention of Bitstream-level Trojans in FPGAs}}, doi = {10.1109/ISVLSI54635.2022.00097}, year = {2022}, } @inproceedings{5057, author = {Ahmed, Qazi Arbab}, booktitle = {2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC)}, location = {Singapore, Singapore}, pages = {1--2}, publisher = {IEEE}, title = {{Hardware Trojans in Reconfigurable Computing}}, doi = {10.1109/VLSI-SoC53125.2021.9606974}, year = {2021}, } @inproceedings{5058, author = {Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, booktitle = {2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)}, location = {Grenoble, France}, pages = {1490--1495}, publisher = {IEEE}, title = {{Malicious Routing: Circumventing Bitstream-level Verification for FPGAs}}, doi = {10.23919/DATE51398.2021.9474026}, year = {2021}, } @inproceedings{5059, author = {Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}, booktitle = {Applied Reconfigurable Computing. 15th International Symposium, ARC 2019, Darmstadt, Germany, April 9–11, 2019, Proceedings}, editor = {Hochberger, Christian and Nelson, Brent and Koch, Andreas and Woods, Roger and Diniz, Pedro}, isbn = {978-3-030-17226-8}, issn = {1611-3349}, location = {Darmstadt, Germany}, pages = {127--136}, publisher = {Springer International Publishing}, title = {{Proof-Carrying Hardware Versus the Stealthy Malicious LUT Hardware Trojan}}, doi = {10.1007/978-3-030-17227-5_10}, year = {2019}, } @inproceedings{5060, author = {Ali, Syed Waqas and Ahmed, Qazi Arbab and Shafi, Imran}, booktitle = {2018 International Conference on Engineering and Emerging Technologies (ICEET)}, location = {Lahore, Pakistan }, pages = {1--7}, publisher = {IEEE}, title = {{Process to enhance the quality of software requirement specification document}}, doi = {10.1109/ICEET1.2018.8338619}, year = {2018}, }