Nayyer Aafaq

National University of Sciences and Technology — Pakistan

Computer Science · Physical Sciences

10h-index666citations25works0.02yr avg
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Research Topics

Multimodal Machine Learning Applications(11), Human Pose and Action Recognition(7), Adversarial Robustness in Machine Learning(7), Domain Adaptation and Few-Shot Learning(6), Advanced Neural Network Applications(5)

Publications25 total

The Art of Deception: Adversarial Network Strategies in Thwarting Airborne Object Detection
Infosys science foundation series·2026
TK-Patch: Universal Top-K Adversarial Patches for Cross-Model Person Evasion
2025
An improved YOLOv8 for foreign object debris detection with optimized architecture for small objects
Multimedia Tools and Applications·2023· 40 cited
Deceiving Airborne Object Detectors Using Adversarial AI
2023· 2 cited
Speech Enhancement of Real-Time Radio Communication Between Aircraft and Air Traffic Control Based on Spectral Subtraction and Deep Learning
2023· 1 cited
Randomize to Generalize: Domain Randomization for Runway FOD Detection
arXiv (Cornell University)·2023Open Access
Synthetic Randomized Image Augmentation (SRIA) to Address Class Imbalance Problem
2023· 3 cited
Influence of Various ML-Based Binary Classifiers on the Performance on Handwritten Digit Recognition
2023· 3 cited
Reverse Engineering
2023
Adversarial Attacks on Aerial Imagery : The State-of-the-Art and Perspective
2023· 5 cited
Convolutional Neural Networks for Deep Spoken Keyword Spotting
2023· 3 cited
Multi-Speaker Diarization using Long-Short Term Memory Network
2023· 1 cited
From Pixel to Peril: Investigating Adversarial Attacks on Aerial Imagery Through Comprehensive Review and Prospective Trajectories
IEEE Access·2023· 11 citedOpen Access
Language Model Agnostic Gray-Box Adversarial Attack on Image Captioning
IEEE Transactions on Information Forensics and Security·2022· 31 cited
Dense Video Captioning With Early Linguistic Information Fusion
IEEE Transactions on Multimedia·2022· 40 citedOpen Access
Cross-Domain Modality Fusion for Dense Video Captioning
IEEE Transactions on Artificial Intelligence·2021· 12 citedOpen Access
Semantic Attribute Enriched Storytelling from a Sequence of Images
2021· 3 citedOpen Access
Controlled Caption Generation for Images Through Adversarial Attacks
arXiv (Cornell University)·2021· 1 citedOpen Access
Contextualise, Attend, Modulate and Tell: Visual Storytelling
2021· 5 citedOpen Access
Empirical autopsy of deep video captioning encoder-decoder architecture
Array·2020· 12 citedOpen Access
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Frequent Co-authors

Ajmal Mian(12), Naveed Akhtar(8), Wei Liu(7), Syed Zulqarnain Gilani(4), Mubarak Shah(4), Javaria Farooq(3), Syed M Kazam Abbas Kazmi(3), Ammar Saleem(3), Wei Liu(2), Mubarak Shah(2), Mansoor Ahmed Khan(2), Zainy M. Malakan(2), Ghulam Mubashar Hassan(2), Syed Khurram Mahmud(2), Muhammad Muaz(1), Khurram Khan Jadoon(1), Muhammad Khizer Ali Khan(1), Mohsin Khalil(1), Syed M. Kazam Abbas Kazmi(1), Mansoor Ahmad Khan(1)