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Faiq Khalid
Faiq Khalid
Andre navnFaiq Khalid Lodhi
Ph.D. Scholar, Technische Universität Wien, Vienna, Austria
Verifisert e-postadresse på tuwien.ac.at - Startside
Tittel
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Sitert av
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A roadmap toward the resilient internet of things for cyber-physical systems
D Ratasich, F Khalid, F Geissler, R Grosu, M Shafique, E Bartocci
IEEE Access 7, 13260-13283, 2019
1762019
An Overview of Next-Generation Architectures for Machine Learning: Roadmap, Opportunities and Challenges in the IoT Era
M Shafique, T Theocharides, CS Bouganis, MA Hanif, F Khalid, R Hafiz, ...
Design, Automation and Test in Europe (DATE-2018), 2018
1202018
Deep learning for edge computing: Current trends, cross-layer optimizations, and open research challenges
A Marchisio, MA Hanif, F Khalid, G Plastiras, C Kyrkou, T Theocharides, ...
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 553-559, 2019
992019
Robust machine learning systems: Reliability and security for deep neural networks
MA Hanif, F Khalid, RVW Putra, S Rehman, M Shafique
2018 IEEE 24th international symposium on on-line testing and robust system …, 2018
912018
PANDA Phase One: PANDA collaboration
G Barucca, F Davì, G Lancioni, P Mengucci, L Montalto, PP Natali, ...
The European Physical Journal A 57, 1-36, 2021
89*2021
Power Profiling of Microcontroller’s Instruction Set for Runtime Hardware Trojans Detection without Golden Circuit Models
F Khalid, SR Hasan, O Hasan, F Awwad
Design, Automation & Test in Europe Conference & Exhibition (DATE), 294 - 297, 2017
702017
GNNUnlock: Graph neural networks-based oracle-less unlocking scheme for provably secure logic locking
L Alrahis, S Patnaik, F Khalid, MA Hanif, H Saleh, M Shafique, ...
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 780-785, 2021
572021
Qusecnets: Quantization-based defense mechanism for securing deep neural network against adversarial attacks
F Khalid, H Ali, H Tariq, MA Hanif, S Rehman, R Ahmed, M Shafique
2019 IEEE 25th International Symposium on On-Line Testing and Robust System …, 2019
572019
A Self-learning Framework to Detect the Intruded Integrated Circuits
F Khalid, I Abbasi, F Khalid, O Hasan, F Awwad, SR Hasan
IEEE Symposium on circuits and System, 1702 - 1705, 2016
53*2016
Building robust machine learning systems: Current progress, research challenges, and opportunities
JJ Zhang, K Liu, F Khalid, MA Hanif, S Rehman, T Theocharides, A Artussi, ...
Proceedings of the 56th Annual Design Automation Conference 2019, 1-4, 2019
522019
Is spiking secure? a comparative study on the security vulnerabilities of spiking and deep neural networks
A Marchisio, G Nanfa, F Khalid, MA Hanif, M Martina, M Shafique
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
51*2020
Fadec: A fast decision-based attack for adversarial machine learning
F Khalid, H Ali, MA Hanif, S Rehman, R Ahmed, M Shafique
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
43*2020
CANN: Curable approximations for high-performance deep neural network accelerators
MA Hanif, F Khalid, M Shafique
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
412019
Fademl: Understanding the impact of pre-processing noise filtering on adversarial machine learning
F Khalid, MA Hanif, S Rehman, J Qadir, M Shafique
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 902-907, 2019
402019
FPGA-Based Convolutional Neural Network Architecture with Reduced Parameter Requirements
M Hailesellasie, SR Hasan, F Khalid, F Awwad, M Shafique
IEEE International Symposium on Circuits and Systems (ISCAS), 2018
402018
Security for machine learning-based systems: Attacks and challenges during training and inference
F Khalid, MA Hanif, S Rehman, M Shafique
2018 International Conference on Frontiers of Information Technology (FIT …, 2018
392018
Capsattacks: Robust and imperceptible adversarial attacks on capsule networks
A Marchisio, G Nanfa, F Khalid, MA Hanif, M Martina, M Shafique
arXiv preprint arXiv:1901.09878, 2019
342019
TrISec: training data-unaware imperceptible security attacks on deep neural networks
F Khalid, MA Hanif, S Rehman, R Ahmed, M Shafique
2019 IEEE 25th International symposium on on-line testing and robust system …, 2019
312019
Trojanzero: Switching activity-aware design of undetectable hardware trojans with zero power and area footprint
IH Abbassi, F Khalid, S Rehman, AM Kamboh, A Jantsch, S Garg, ...
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 914-919, 2019
292019
Robustness for smart cyber physical systems and internet-of-things: From adaptive robustness methods to reliability and security for machine learning
F Kriebel, S Rehman, MA Hanif, F Khalid, M Shafique
2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 581-586, 2018
282018
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