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Muhammad Shafique — most-cited papers & profile · Cybersecurity
← authors
·
overview
Muhammad Shafique
40
papers ·
88
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
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
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
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
DefensiveDR: Defending against Adversarial Patches using Dimensionality Reduction
2023 · 1 citations
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
2025
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking
2020
Exploiting Vulnerabilities in Deep Neural Networks: Adversarial and Fault-Injection Attacks
2021
NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks
2022
SHIELD: An Adaptive and Lightweight Defense against the Remote Power Side-Channel Attacks on Multi-tenant FPGAs
2023
PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
2023
Exploring the Robustness and Transferability of Patch-Based Adversarial Attacks in Quantized Neural Networks
2024
Top co-authors
Lilas Alrahis
· 5
Muhammad Abdullah Hanif
· 5
Faiq Khalid
· 4
Amira Guesmi
· 3
and Ozgur Sinanoglu
· 3
Mahya Morid Ahmadi
· 3
Minghao Shao
· 3
Ramesh Karri
· 3
Satwik Patnaik
· 3
Bassem Ouni
· 2
Boyuan Chen
· 2
Brendan Dolan-Gavitt
· 2
Topics
Vulnerability Detection
Adversarial ML
Network Security
LLM Security
Threat Intelligence
Cryptography
Forensics
Privacy