Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations. - Hashmat Shadab Malik; Shahina K. Kunhimon; Muzammal Naseer; Salman Khan 001; Fahad Shahbaz Khan (BMVC, 2022)

Object Detection in Aerial Images: What Improves the Accuracy? - Hashmat Shadab Malik; Ikboljon Sobirov; Abdelrahman Mohamed (CoRR, 2022)

ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes. - Hashmat Shadab Malik; Muhammad Huzaifa; Muzammal Naseer; Salman Khan 001; Fahad Khan 001 (ACCV (5), 2024)

On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models. - Hashmat Shadab Malik; Numan Saeed; Asif Hanif; Muzammal Naseer; Mohammad Yaqub; Salman Khan 001; Fahad Shahbaz Khan (BMVC, 2024)

Towards Evaluating the Robustness of Visual State Space Models. - Hashmat Shadab Malik; Fahad Shamshad; Muzammal Naseer; Karthik Nandakumar; Fahad Shahbaz Khan; Salman Khan 001 (CVPR Workshops, 2025)

Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models. - Hashmat Shadab Malik; Fahad Shamshad; Muzammal Naseer; Karthik Nandakumar; Fahad Khan 001; Salman Khan 001 (CoRR, 2025)

Hierarchical Self-Supervised Adversarial Training for Robust Vision Models in Histopathology. - Hashmat Shadab Malik; Shahina K. Kunhimon; Muzammal Naseer; Fahad Shahbaz Khan; Salman H. Khan 001 (CoRR, 2025)

How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark. - Roba Al Majzoub; Hashmat Shadab Malik; Muzammal Naseer; Zaigham Zaheer; Tariq Mahmood; Salman Khan 001; Fahad Shahbaz Khan (CoRR, 2025)