Full name Familienname, Vorname
Hanif, Muhammad Abdullah
Main Affiliation Organisations­zuordnung

Results 1-20 of 67 (Search time: 0.003 seconds).

PreviewAuthors / EditorsTitleTypeIssue Date
1Hanif, Muhammad Abdullah ; Marchisio, Alberto ; Arif, Tabasher ; Hafiz, Rehan ; Rehman, Semeen ; Shafique, Muhammad X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural NetworksArtikel Article2018
2Sabir, Dilshad ; Hanif, Muhammmad Abdullah ; Hassan, Ali ; Rehman, Saad ; Shafique, Muhammad Weight Quantization Retraining for Sparse and Compressed Spatial Domain Correlation FiltersArtikel Article2021
3Alrahis, Lilas ; Patnaik, Satwik ; Hanif, Muhammad Abdullah ; Shafique, Muhammad ; Sinanoglu, Ozgur UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link PredictionKonferenzbeitrag Inproceedings 2021
4Khalid, Faiq ; Hanif, Muhammad Abdullah ; Rehman, Semeen ; Ahmed, Rehan ; Shafique, Muhammad TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural NetworksKonferenzbeitrag Inproceedings 2019
5Hoang, Le-Ha ; Hanif, Muhammad Abdullah ; Shafique, Muhammad TRe-Map: Towards Reducing the Overheads of Fault-Aware Retraining of Deep Neural Networks by Merging Fault MapsKonferenzbeitrag Inproceedings 2021
6Shafique, Muhammad ; Marchisio, Alberto ; Wicaksana Putra, Rachmad Vidya ; Hanif, Muhammad Abdullah Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session PaperKonferenzbeitrag Inproceedings2021
7Sabir, Dilshad ; Hanif, Muhammmad Abdullah ; Hassan, Ali ; Rehman, Saad ; Shafique, Muhammad TiQSA: Workload Minimization in Convolutional Neural Networks Using Tile Quantization and Symmetry ApproximationArtikel Article2021
8Ahmad, Hazoor ; Arif, Tabasher ; Hanif, Muhammad Abdullah ; Hafiz, Rehan ; Shafique, Muhammad SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access VolumeArtikel Article2020
9Hassan, Ali ; Khalid, Faiq ; Tariq, Hammad Ali ; Hanif, Muhammad Abdullah ; Ahmed, Rehan ; Rehman, Semeen SSCNets: Robustifying DNNs using Secure Selective Convolutional Filters.Artikel Article2020
10Gillani, G. A. ; Hanif, Muhammad Abdullah ; Krone, M. ; Gerez, S. H. ; Shafique, Muhammad ; Kokkeler, A. B. J. SquASH: Approximate Square-Accumulate with Self-HealingArtikel Article2018
11Dave, Shail ; Marchisio, Alberto ; Hanif, Muhammad Abdullah ; Guesmi, Amira ; Shrivastava, Aviral ; Alouani, Ihsen ; Shafique, Muhammad Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML SystemsInproceedings Konferenzbeitrag 2022
12Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad SparkXD: A Framework for Resilient and Energy-Efficient Spiking Neural Network Inference using Approximate DRAMKonferenzbeitrag Inproceedings 2021
13Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad SoftSNN: Low-Cost Fault Tolerance for Spiking Neural Network Accelerators under Soft ErrorsInproceedings Konferenzbeitrag 2022
14Marchisio, Alberto ; Nanfa, Giorgio ; Khalid, Faiq ; Hanif, Muhammad Abdullah ; Martina, Maurizio ; Shafique, Muhammad SeVuc: A study on the Security Vulnerabilities of Capsule Networks against adversarial attacksArticle Artikel Feb-2023
15Khalid, Faiq ; Hanif, Muhammad Abdullah ; Rehman, Semeen ; Shafique, Muhammad Security for Machine Learning-based Systems: Attacks and Challenges during Training and InferenceKonferenzbeitrag Inproceedings2018
16Abdullah Hanif, Muhammad ; Shafique, Muhammad SalvageDNN: Salvaging Deep Neural Network Accelerators with Permanent Faults through Saliency-driven Fault-aware MappingArtikel Article2019
17Putra, Rachmad Vidya Wicaksana ; Hanif, Muhammad Abdullah ; Shafique, Muhammad ROMANet: Fine-Grained Reuse-Driven Off-Chip Memory Access Management and Data Organization for Deep Neural Network AcceleratorsArtikel Article2021
18Kriebel, Florian ; Rehman, Semeen ; Hanif, Muhammad Abdullah ; Khalid, Faiq ; Shafique, Muhammad Robustness for Smart Cyber Physical Systems and Internet-of-Things: From Adaptive Robustness Methods to Reliability and Security for Machine LearningKonferenzbeitrag Inproceedings 2018
19Hanif, Muhammad Abdullah ; Khalid, Faiq ; Putra, Rachmad Vidya Wicaksana ; Rehman, Semeen ; Shafique, Muhammad Robust Machine Learning Systems: Reliability and Security for Deep Neural NetworksKonferenzbeitrag Inproceedings 2018
20Hanif, Muhammad Abdullah ; Khalid, Faiq ; Putra, Rachmad Vidya Wicaksana ; Teimoori, Mohammad Taghi ; Kriebel, Florian ; Zhang, Jeff (Jun) ; Liu, Kang ; Rehman, Semeen ; Theocharides, Theocharis ; Artusi, Alessandro ; Garg, Siddharth ; Shafique, Muhammad ; Henkel, Jörg ; Dutt, Nikil Robust Computing for Machine Learning-Based SystemsBuchbeitrag Book Contribution 2020