Assistant Prof. Dr.-Ing. Semeen Rehman ,
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- M. Hanif, A. Marchisio, T. Arif, R. Hafiz, S. Rehman, M. Shafique, X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. ASP Journal of Low Power Electronics (JOLPE), vol. 14, no. 4, 2018, pp. 520 - 534.
- B. Prabakaran, S. Rehman, M. Hanif, S. Ullah, G. Mazaheri, A. Kumar, M. Shafique, DeMAS: An Efficient Design Methodology for Building Approximate Adders for FPGA-Based Systems, in IEEE/ACM 21st Design, Automation and Test in Europe Conference & Exhibition (DATE), 2018, pp. 917 - 920.
- M. Shafique, T. Theocharides, C.-S. Bouganis, M. Hanif, F. Khalid, R. Hafiz, S. Rehman, An Overview of Next-Generation Architectures for Machine Learning: Roadmap, Opportunities and Challenges in the IoT Era, in IEEE/ACM 21st Design, Automation and Test in Europe Conference (DATE), 2018, pp. 827 - 832.
- S. Ullah, S. Rehman, B. Prabakaran, F. Kriebel, M. Hanif, M. Shafique, A. Kumar, Area-Optimized Low-Latency Approximate Multipliers for FPGA-based Hardware Accelerators, in 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 2018, pp. 1 - 6.
- M. Hanif, F. Khalid, R. Putra, S. Rehman, M. Shafique, Robust Machine Learning Systems: Reliability and Security for Deep Neural Networks, in 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, pp. 257 - 260.
- S. Rehman, F. Kriebel, B. Prabakaran, F. Khalid, M. Shafique, Hardware and Software Techniques for Heterogeneous Fault-Tolerance, in 2018 IEEE 24th International Symposium on On-Line Testing and Robust System Design (IOLTS), 2018, pp. 115 - 118.
- F. Kriebel, S. Rehman, M. Hanif, F. Khalid, M. Shafique, Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine Learning, in 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018, pp. 581 - 586.
- M. Shafique, F. Khalid, S. Rehman, Intelligent Security Measures for Smart Cyber Physical Systems, in 2018 21st Euromicro Conference on Digital System Design (DSD), 2018, pp. 280 - 287.
- F. Khalid, M. Hanif, S. Rehman, M. Shafique, Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference, in 16th International Conference on Frontiers of Information Technology (FIT), 2018, pp. 1 - 6.