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Hanif, Muhammad Abdullah

  1. DAP: A Dynamic Adversarial Patch for Evading Person Detectors
    2023/05/19 by Amira Guesmi, Ruitian Ding, Guesmi, Amira +7 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  2. A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead
    2023/10/16 by Kamila Zaman, Alberto Marchisio, Zaman, Kamila +5 · 10 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  3. Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks
    2021/05/26 by Khadija Shaheen, Shaheen, Khadija, Muhammad Abdullah Hanif +5 · 5 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Viral Infections and Outbreaks Research #Anomaly Detection Techniques and Applications
  4. A Comparative Analysis of Hybrid-Quantum Classical Neural Networks
    2024/02/16 by Zaman, Kamila, Ahmed, Tasnim, Hanif, Muhammad Abdullah +2 · 5 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  5. FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped Activation
    2019/12/02 by Hoang, Le-Ha, Hanif, Muhammad Abdullah, Shafique, Muhammad · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook
    2023/08/11 by Amira Guesmi, Guesmi, Amira, Muhammad Abdullah Hanif +5 · 3 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  7. MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices
    2024/02/28 by Abdul W. Basit, Basit, Abdul, Khizar Hussain +5 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Digital Mental Health Interventions #FOS: Computer and information sciences #I.2.7
  8. MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow\n Optimization for Convolutional Neural Networks
    2018/10/30 by Muhammad Abdullah Hanif, Hanif, Muhammad Abdullah, Rachmad Vidya Wicaksana Putra +10 · 1 voice
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.AR #cs.DC #cs.LG
  9. CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators
    2019/02/04 by Alberto Marchisio, Marchisio, Alberto, Muhammad Abdullah Hanif +5 · 1 voice
    Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.LG
  10. GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for\n Provably Secure Logic Locking
    2020/12/10 by Lilas Alrahis, Satwik Patnaik, Alrahis, Lilas +11 · 1 citation
    Engineering · Computer Science · #Advancements in Semiconductor Devices and Circuit Design #Physical Unclonable Functions (PUFs) and Hardware Security #Ferroelectric and Negative Capacitance Devices
  11. APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation
    2023/03/02 by Amira Guesmi, Muhammad Abdullah Hanif, Guesmi, Amira +5 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Integrated Circuits and Semiconductor Failure Analysis #Robotics (cs.RO)
  12. FAQ: Mitigating the Impact of Faults in the Weight Memory of DNN Accelerators through Fault-Aware Quantization
    2023/05/21 by Hanif, Muhammad Abdullah, Shafique, Muhammad · 1 citation
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  13. PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
    2023/03/24 by Lilas Alrahis, Satwik Patnaik, Alrahis, Lilas +7 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advancements in Semiconductor Devices and Circuit Design #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  14. SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
    2023/08/06 by Amira Guesmi, Muhammad Abdullah Hanif, Guesmi, Amira +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection
  15. CoNLoCNN: Exploiting Correlation and Non-Uniform Quantization for Energy-Efficient Low-precision Deep Convolutional Neural Networks
    2022/07/31 by Muhammad Abdullah Hanif, Hanif, Muhammad Abdullah, Giuseppe Maria Sarda +9 · 1 citation
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  16. ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches
    2023/11/20 by Chattopadhyay, Nandish, Guesmi, Amira, Hanif, Muhammad Abdullah +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  17. SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications
    2024/03/18 by Guesmi, Amira, Hanif, Muhammad Abdullah, Alouani, Ihsen +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  18. Democratizing MLLMs in Healthcare: TinyLLaVA-Med for Efficient Healthcare Diagnostics in Resource-Constrained Settings
    2024/09/02 by Mir, Aya El, Luoga, Lukelo Thadei, Chen, Boyuan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks
    2024/02/16 by Zaman, Kamila, Ahmed, Tasnim, Kashif, Muhammad +3 · 1 citation
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  20. DECADE: Towards Designing Efficient-yet-Accurate Distance Estimation Modules for Collision Avoidance in Mobile Advanced Driver Assistance Systems
    2024/10/25 by Muhammad Zaeem Shahzad, Muhammad Abdullah Hanif, Shahzad, Muhammad Zaeem +3 · 1 citation
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods