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Muhammad Shafique — most-cited papers & profile · Large Language Models
← authors
·
overview
Muhammad Shafique
39
papers ·
85
citations ·
50
h-index
New York University Abu Dhabi
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RED-Attack: Resource Efficient Decision based Attack for Machine Learning
2019 · 13 citations
PO-QA: A Framework for Portfolio Optimization using Quantum Algorithms
2024 · 10 citations
Investigating the Effect of Noise on the Training Performance of Hybrid Quantum Neural Networks
2024 · 9 citations
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
2021 · 7 citations
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
2024 · 6 citations
Studying the Impact of Quantum-Specific Hyperparameters on Hybrid Quantum-Classical Neural Networks
2024 · 5 citations
The Dilemma of Random Parameter Initialization and Barren Plateaus in Variational Quantum Algorithms
2024 · 5 citations
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
2024 · 4 citations
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
2024 · 4 citations
Quantum Neural Networks: A Comparative Analysis and Noise Robustness Evaluation
2025 · 3 citations
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework
2021 · 3 citations
NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security
2024 · 3 citations
QHackBench: Benchmarking Large Language Models for Quantum Code Generation Using PennyLane Hackathon Challenges
2025 · 2 citations
DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing
2023 · 2 citations
DAP: A Dynamic Adversarial Patch for Evading Person Detectors
2023 · 2 citations
Topics
Vulnerability Detection
Adversarial ML
Network Security
Quantum Machine Learning
NISQ
Quantum Algorithms
Federated Learning
Privacy
Variational Methods
Quantum Software