Hassan Ali | DeepAI

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Featured Co-authors

Muhammad Shafique
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Surya Nepal
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Salil S. Kanhere
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Muhammad Abdullah Hanif
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Sanjay Jha
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Semeen Rehman
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Faiq Khalid
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Rehan Ahmed
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Hammad Tariq
2 publications

research

∙ 12/14/2020

HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios

We have witnessed the continuing arms race between backdoor attacks and ...

0 Hassan Ali, et al. ∙

research

∙ 01/29/2019

RED-Attack: Resource Efficient Decision based Attack for Machine Learning

Due to data dependency and model leakage properties, Deep Neural Network...

0 Faiq Khalid, et al. ∙

research

∙ 11/04/2018

SSCNets: A Selective Sobel Convolution-based Technique to Enhance the Robustness of Deep Neural Networks against Security Attacks

Recent studies have shown that slight perturbations in the input data ca...

0 Hammad Tariq, et al. ∙

research

∙ 11/04/2018

QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks

Deep Neural Networks (DNNs) have recently been shown vulnerable to adver...

0 Hassan Ali, et al. ∙