I am a postdoctoral researcher in the Computer Vision Department at the Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI). My research focuses on the intersection of multimodal deep learning and trustworthy AI. I received my PhD in Computer Vision from MBZUAI in 2025 and I was kindly advised by Prof. Fahad Khan and Prof. Salman Khan. Before joining MBZUAI, I was a Research Associate at the ITU. I received my B.S. and M.S. degrees in Electrical Engineering from ITU and UET, respectively.


Portrait of Asif Hanif

Asif Hanif

Postdoctoral Researcher, MBZUAI

News

  • July 2025 I have joined Prof. Yaqub's BioMedia Lab as a Postdoctoral Researcher at MBZUAI.
  • April 2025 Successfully defended my PhD thesis.
  • Aug 2021 Started my PhD at MBZUAI.

Research

Trustworthy AI

My most of the research focuses on the development of trustworthy AI techniques to ensure the safety and reliability of AI systems.

Adversarial Robustness · Backdoor Attacks · Multimodal Learning · Vision-Language Models · Audio-Language Models

Test-Time Adaptation & Prompt Learning

I am also interested in the development of test-time adaptation and prompt learning techniques to improve the performance of AI systems at test time.

Vision-Language Models · Audio-Language Models · Visual Prompt Learning · Audio Prompt Learning

Selected Publications

Following is the list of selected publications. Please visit my Google Scholar profile for the full list.

  • TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models
    EMNLP 2025 (Main · Oral)
    Asif Hanif, Maha Tufail Agro, Fahad Shamshad, Karthik Nandakumar
  • Noise is an Efficient Learner for Zero-Shot Vision-Language Models
    ICCV 2025 (CLVL Workshop)
    Raza Imam, Asif Hanif, Jian Zhang, Khaled Waleed Dawoud, Yova Kementchedjhieva, Mohammad Yaqub
  • BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning
    MICCAI 2024
    Asif Hanif, Fahad Shamshad, Muhammad Awais, Muzammal Naseer, Fahad Shahbaz Khan, Karthik Nandakumar, Salman Khan, Rao Muhammad Anwer
  • PALM: Few-Shot Prompt Learning for Audio Language Models
    EMNLP 2024 (Main)
    Asif Hanif, Maha Tufail Agro, Mohammad Areeb Qazi, Hanan Aldarmaki
  • Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation
    MICCAI 2023
    Asif Hanif, Muzammal Naseer, Salman Khan, Mubarak Shah, Fahad Shahbaz Khan

Education

2021-2025
Ph.D. in Computer Vision

Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE

2018-2020
M.S. in Electrical Engineering

Information Technology University (ITU), Lahore, Pakistan

2011-2015
B.S. in Electrical Engineering

University of Engineering & Technology (UET), Lahore, Pakistan

Research Experience

2025-Present
Postdoctoral Associate

Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE

Multimodal Learning Vision-Language Models Trustworthy AI
2021-2025
Graduate Research Assistant

Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE

Adversarial Robustness Multimodal Learning Vision-Language Models Audio-Language Models
2020-2021
Research Associate

Information Technology University (ITU), Pakistan

2018-2020
Graduate Fellow

Information Technology University (ITU), Pakistan

2015-2018
Research Assistant

Lahore University of Management Sciences (LUMS), Pakistan

Teaching

I have served as a teaching assistant for the following courses:


  • Advanced Topics in Vision and Language
    MBZUAI · Spring 2025
  • Advanced Topics in Vision and Language
    MBZUAI · Spring 2024
  • Foundations of Artificial Intelligence
    MBZUAI · Fall 2023
  • Deep Learning
    MBZUAI · Spring 2023
  • Foundations of Artificial Intelligence
    MBZUAI · Fall 2022
  • Machine Learning
    ITU · Spring 2020
  • Signals and Systems
    ITU · Fall 2019
  • Electromagnetic Field Theory
    ITU · Fall 2018
  • Topics in RF Sensing
    LUMS · Fall 2017
  • Topics in RF Sensing
    LUMS · Fall 2016
  • Computer Organization and Assembly Language
    LUMS · Fall 2015

Service

  • Training / Mentoring
    Participated in organizing 'MBZUAI Winter School 2024' for high school students.
  • Conference/Journal Reviewing
    CVPR, ICCV, ECCV, MICCAI, NeurIPS, ICLR
  • Organizing / Leadership
    MICCAI 2025 (Outreach Team)

Contact

Email is the best way to reach me. I welcome collaboration inquiries and student supervision.


  • Email: asif DOT hanif AT mbzuai DOT ac DOT ae
  • Office: 1B Building, Computer Vision Department, MBZUAI