Muhammad Shafique
- An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
2024/02/19 by Minghao Shao, Boyuan Chen, Shao, Minghao +11 · 4 voices · 3 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
- NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
2024/06/08 by Minghao Shao, Shao, Minghao, Sofija Jancheska +23 · 23 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Survey of Different Large Language Model Architectures: Trends, Benchmarks, and Challenges
2024/01/01 by Minghao Shao, Abdul Basit, Ramesh Karri +1 · 1 voice · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
2024/09/24 by Talor Abramovich, Abramovich, Talor, Meet Udeshi +29 · 13 citations
Decision Sciences · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Modeling, Simulation, and Optimization #Simulation Techniques and Applications
- Securing Deep Spiking Neural Networks against Adversarial Attacks\n through Inherent Structural Parameters
2020/12/09 by Rida El-Allami, El-Allami, Rida, Alberto Marchisio +5 · 6 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security
- 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
- DAP: A Dynamic Adversarial Patch for Evading Person Detectors
2023/05/19 by Amira Guesmi, Ruitian Ding, Guesmi, Amira +7 · 6 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
- A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead
2023/10/16 by Kamila Zaman, Zaman, Kamila, Alberto Marchisio +5 · 7 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)
- A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
2024/02/23 by Abolfazl Younesi, Mohsen Ansari, Younesi, Abolfazl +9 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Text and Document Classification Technologies
- QFNN-FFD: Quantum Federated Neural Network for Financial Fraud Detection
2024/04/03 by Nouhaila Innan, Innan, Nouhaila, Alberto Marchisio +5 · 8 citations
Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Imbalanced Data Classification Techniques
- SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers
2023/04/08 by Alberto Marchisio, Marchisio, Alberto, Davide Dura +9 · 3 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- An Efficient Spiking Neural Network for Recognizing Gestures with a DVS\n Camera on the Loihi Neuromorphic Processor
2020/05/16 by Riccardo Massa, Massa, Riccardo, Alberto Marchisio +5 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices
2024/02/28 by Abdul W. Basit, Khizar Hussain, Basit, Abdul +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
- DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking\n Neural Networks
2021/07/01 by Alberto Marchisio, Marchisio, Alberto, Giacomo Pira +7 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
- TrojanZero: Switching Activity-Aware Design of Undetectable Hardware\n Trojans with Zero Power and Area Footprint
2018/11/05 by Imran Hafeez Abbassi, Faiq Khalid, Abbassi, Imran Hafeez +12 · 1 voice
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neuroscience and Neural Engineering #Physical Unclonable Functions (PUFs) and Hardware Security #cs.AR #cs.CR
- 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
- CapStore: Energy-Efficient Design and Management of the On-Chip Memory for CapsuleNet Inference Accelerators
2019/02/04 by Alberto Marchisio, Muhammad Abdullah Hanif, Marchisio, Alberto +5 · 1 voice
Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #cs.AR #cs.LG
- D-CIPHER: Dynamic Collaborative Intelligent Multi-Agent System with Planner and Heterogeneous Executors for Offensive Security
2025/02/15 by Meet Udeshi, Minghao Shao, Udeshi, Meet +21 · 5 citations
Computer Science · #Network Security and Intrusion Detection #Multi-Agent Systems and Negotiation #Advanced Malware Detection Techniques
- PO-QA: A Framework for Portfolio Optimization using Quantum Algorithms
2024/07/29 by Kamila Zaman, Zaman, Kamila, Alberto Marchisio +5 · 3 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for\n Provably Secure Logic Locking
2020/12/10 by Lilas Alrahis, Alrahis, Lilas, Satwik Patnaik +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
- APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation
2023/03/02 by Amira Guesmi, Guesmi, Amira, Muhammad Abdullah Hanif +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)
- PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
2023/03/24 by Lilas Alrahis, Alrahis, Lilas, Satwik Patnaik +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
- SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation
2023/08/06 by Amira Guesmi, Guesmi, Amira, Muhammad Abdullah Hanif +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection
- Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
2024/09/14 by Siddhant Dutta, Dutta, Siddhant, Pavana P Karanth +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Privacy-Preserving Technologies in Data #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- 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)
- NeuroNAS: Enhancing Efficiency of Neuromorphic In-Memory Computing for Intelligent Mobile Agents through Hardware-Aware Spiking Neural Architecture Search
2024/06/30 by Rachmad Vidya Wicaksana Putra, Muhammad Shafique, Putra, Rachmad Vidya Wicaksana +1 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
2025/07/16 by Siddhant Dutta, Nouhaila Innan, Dutta, Siddhant +5 · 5 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Advanced Thermodynamics and Statistical Mechanics
- Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation
2025/01/24 by Tasnim Ahmed, Muhammad Kashif, Ahmed, Tasnim +5 · 2 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Applications #Quantum Physics (quant-ph)
- MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar
2026/07/28 by Solomon Micheal Serunjogi, Rachmad Vidya Wicaksana Putra, Ayat Taha +2
#cs.AR #cs.AI #cs.DC
- QSTAR: Quantum Selective Transfer with Adaptive Routing
2026/07/23 by Saim Rehman, Nouhaila Innan, Muhammad Shafique
#quant-ph
- QuantumChain: Blockchain-Backed Quantum Federated Learning for Financial Fraud Detection
2026/07/23 by Epameinondas Douros, Konstantinos Dalampekis, Nouhaila Innan +2
#quant-ph
- PN-QNN: Harnessing Physical Noise as a Native Regularizer in Photonic Hybrid Quantum Neural Networks
2026/07/22 by Farah Elnakhal, Alberto Marchisio, Nouhaila Innan +2
#quant-ph #cs.LG