Publications

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Conference Papers

K. Fruzsa: Hope for Epistemic Reasoning with Faulty Agents!
31st European Summer School in Logic, Language and Information (ESSLLI 2019), Riga, Latvia; in: ESSLLI 2019 Student Session, 2019, p. 169 - 180
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R. Kuznets, L. Prosperi, U. Schmid, K. Fruzsa: Epistemic Reasoning with Byzantine-Faulty Agents
FroCoS 2019: Frontiers of Combining Systems, London, UK; in: Frontiers of Combining Systems, 12th International Symposium, FroCoS 2019, London, UK, September 4-6, 2019, Proceedings, A. Herzig, A. Popescu (ed.); Springer, 2019, ISBN: 978-3-030-29006-1, p. 259 - 276
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A. Steininger, M. Schwendinger: A Systematic Approach to Clock Failure Detection
Austrochip Workshop on Microelectronics, Wien; in: 2019 Austrochip Workshop on Microelectronics (Austrochip), 2019, ISBN: 978-1-7281-1953-3, p. 35 - 42
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D. Strutzenberger, T. Frühwirth, T. Trautner, R. Hinterbichler, F. Pauker: Communication interface specification in OPC UA
24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragoza, Spain; in: Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2019), IEEE, 2019, ISBN: 978-1-7281-0304-4, p. 1329 - 1332
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G. Steindl, W. Kastner: Query Performance Evaluation of Sensor Data Integration Methods for Knowledge Graphs
6th IEEE International Conference on Big Data, Knowledge and Control Systems Engineering, Sofia, Bulgarien; in: Proceedings of the 6th IEEE International Conference on Big Data, Knowledge and Control Systems Engineering, 2019
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M. Wurzenberger, M. Landauer, F. Skopik, W. Kastner: AECID-PG: A Tree-Based Log Parser Generator To Enable Log Analysis
IFIP/IEEE International Symposium on Integrated Network Management, Washington DC, USA; in: IFIP/IEEE International Symposium on Integrated Network Management, 2019, ISBN: 978-3-903176-15-7, p. 7 - 12
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M. El Sadany, C. Schmittner, W. Kastner: Assuring compliance with protection profiles with ThreatGet
SAFECOMP, Turku, Finland; in: Dependable Smart Embedded Cyber-Physical Systems and Systems-of-Systems, 2019, p. 1 - 12
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N. TaheriNejad, P. Lewis, A. Jantsch, A. Rahmani, L. Esterle: Resource Constrained Self-Aware Cyber-Physical Systems (Tutorial)
2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W), IEEE, Umea, 2019, ISBN: 978-1-7281-2406-3, p. 259 - 260
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A. Marchisio, G. Nanfa, M. Martina, M. Shafique: Security Vulnerabilities of Deep, Capsule and Spiking Neural Networks against Adversarial Attacks
IEEE International Workshop on Robust and Trustworthy Machine Learning (RTML) 2019, Washington DC, USA; in: Proceedings of IEEE International Workshop on Robust and Trustworthy Machine Learning (RTML) 2019, 2019, p. 1 - 4
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A. Marchisio, G. Nanfa, F. Khalid, M. Hanif, M. Martina, M. Shafique: CapsAttacks: Robust and Imperceptible Adversarial Attacks on Capsule Networks
ICML Workshop on Uncertainty and Robustness in Deep Learning (UDL) 2019, Long Beach, USA; in: Proceedings of Workshop on Uncertainty and Robustness in Deep Learning (UDL) 2019 at ICML'19, 2019, p. 1 - 9
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J. Zang, K. Liu, F. Khalid, M. Hanif, S. Rehman, T. Theocharides, A. Artussi, M. Shafique, S. Garg: INVITED: Building Robust Machine Learning Systems: Current Progress, Research Challenges, and Opportunities
2019 56th ACM/IEEE Design Automation Conference (DAC), Las Vegas, USA; in: Proceeding of 2019 56th ACM/IEEE Design Automation Conference (DAC'19), IEEE, 2019, ISBN: 978-1-4503-6725-7, p. 1 - 4
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V. Mrazek, Z. Vasicek, L. Sekanina, M. Hanif, M. Shafique: ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), Westminster, USA; in: Proceeding of 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD'19), IEEE, 2019, ISBN: 978-1-7281-2350-9, p. 1 - 8
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M. Hanif, M. Akbar, R. Ahmed, S. Rehman, A. Jantsch, M. Shafique: MemGANs: Memory Management for Energy-Efficient Acceleration of Complex Computations in Hardware Architectures for Generative Adversarial Networks
2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Lausanne, Switzerland; in: Proceeding of 2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED'19), IEEE, 2019, ISBN: 978-1-7281-2954-9, p. 1 - 6
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F. Khalid, M. Hanif, S. Rehman, R. Ahmed, M. Shafique: TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rhodes, Greece; in: Proceeding of 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS'19), IEEE, 2019, ISBN: 978-1-7281-2490-2, p. 188 - 193
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F. Khalid, H. Ali, H. Tariq, M. Hanif, S. Rehman, R. Ahmed, M. Shafique: QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rhodes, Greece; in: Proceeding of 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS'19), IEEE, 2019, ISBN: 978-1-7281-2490-2, p. 182 - 187
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V. Rathore, V. Chaturvedi, A. K. Singh, T. Srikanthan, M. Shafique: Towards Scalable Lifetime Reliability Management for Dark Silicon Manycore Systems
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rhodes, Greece; in: Proceeding of 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS'19), IEEE, 2019, ISBN: 978-1-7281-2490-2, p. 204 - 207
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F. Kriebel, S. Rehman, M. Shafique: Studying Aging and Soft Error Mitigation Jointly under Constrained Scenarios in Multi-Cores
2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS), Rhodes, Greece; in: Proceeding of 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS'19), IEEE, 2019, ISBN: 978-1-7281-2490-2, p. 139 - 142
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A. Marchisio, M. Hanif, F. Khalid, G. Plastiras, C. Kyrkou, T. Theocharides, M. Shafique: Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Miami, USA; in: Proceeding of 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI'19), IEEE, 2019, ISBN: 978-1-7281-3391-1, p. 553 - 559
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V. Rathore, V. Chaturvedi, A. K. Singh, T. Srikanthan, M. Shafique: Life Guard: A Reinforcement Learning-Based Task Mapping Strategy for Performance-Centric Aging Managemen
2019 56th ACM/IEEE Design Automation Conference (DAC), Las Vegas, USA; in: Proceedings of 2019 56th ACM/IEEE Design Automation Conference (DAC), IEEE, 2019, ISBN: 978-1-4503-6725-7, p. 1 - 6
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B. Prabakaran, S. Rehman, M. Shafique: XBioSiP: A Methodology for Approximate Bio-Signal Processing at the Edge
2019 56th ACM/IEEE Design Automation Conference (DAC), Las Vegas, USA; in: Proceedings of 2019 56th ACM/IEEE Design Automation Conference (DAC), IEEE, 2019, ISBN: 978-1-4503-6725-7, p. 1 - 6
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