Naveed Akhtar

1. Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey
   2018/01/02 by Naveed Akhtar, Ajmal Mian, Akhtar, Naveed +1 · 28 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
2. Advances in adversarial attacks and defenses in computer vision: A\n survey
   2021/08/01 by Naveed Akhtar, Akhtar, Naveed, Ajmal Mian +5 · 7 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
3. Efficient Diffusion Models for Vision: A Survey
   2022/10/07 by Anwaar Ulhaq, Ulhaq, Anwaar, Naveed Akhtar +1 · 7 citations
   Computer Science · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fractional Differential Equations Solutions #Mathematical and Theoretical Epidemiology and Ecology Models
4. BAGM: A Backdoor Attack for Manipulating Text-to-Image Generative Models
   2023/07/31 by J Kerekes Vice, Naveed Akhtar, Vice, Jordan +5 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
5. Quantifying Bias in Text-to-Image Generative Models
   2023/12/20 by J Kerekes Vice, Naveed Akhtar, Vice, Jordan +5 · 4 citations
   Economics, Econometrics and Finance · Social Sciences · #Cinema and Media Studies #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law in Society and Culture
6. Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning
   2019/02/27 by Nayyer Aafaq, Naveed Akhtar, Aafaq, Nayyer +7 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
7. Temporally Coherent Full 3D Mesh Human Pose Recovery from Monocular Video
   2019/06/01 by Jian Liu, Liu, Jian, Naveed Akhtar +3 · 2 citations
   Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Vision and Imaging #3D Shape Modeling and Analysis
8. Deep Affinity Network for Multiple Object Tracking
   2018/10/28 by Shijie Sun, Sun, ShiJie, Naveed Akhtar +7 · 1 citation
   Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Visual Attention and Saliency Detection
9. Large Language Models for Computer-Aided Design: A Survey
   2025/05/13 by Licheng Zhang, Brian Le, Zhang, Licheng +7 · 6 citations
   Engineering · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Design Education and Practice #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Multimedia (cs.MM)
10. Benchmark data and method for real-time people counting in cluttered scenes using depth sensors
    2018/04/12 by Shijie Sun, Sun, ShiJie, Naveed Akhtar +9 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Video Surveillance and Tracking Methods
11. Context-guided Responsible Data Augmentation with Diffusion Models
    2025/03/12 by Khawar Islam, Islam, Khawar, Naveed Akhtar +1 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
12. Regulating Model Reliance on Non-Robust Features by Smoothing Input Marginal Density
    2024/07/05 by Peiyu Yang, Naveed Akhtar, Yang, Peiyu +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning and Data Classification
13. Introspective Attention Modulation for Safe Text-to-Image Generation
    2026/07/16 by Basim Azam, Hossein Rahmani, Naveed Akhtar
    #cs.CV
14. InstructMixup: Instruction-Guided Salient Patch Editing for Robust Data Augmentation
    2026/07/21 by Khawar Islam, Arif Mahmood, Xin Jin +1
    #cs.CV
15. Reasoning as a Double-Edged Sword: Architecture and Cross-Stage Robustness in Vision-Language-Action Models
    2026/07/20 by Tuan Duong Trinh, Naveed Akhtar, Basim Azam
    #cs.RO #cs.AI #cs.CR #cs.LG