DAMM: Dynamic Modality Aware Weighted Embeddings Fusion for Multimodal Meme Detection
Mohsin Imam, Utathya Aich, Ram Sarkar
Information Fusion, Elsevier, 2024 Elsevier Under Review
multimodal
Publications
15 peer-reviewed papers · 3 selected
2024
On Utilizing Deep Learning Models for Preventing Harmful Response in LLMs
Mohsin Imam, Salehah Hamzah, Shalini Aggarwal, Soumyabrata Dev, V.B Surya Prasath
Neural Networks, Elsevier, 2024 Elsevier Under Review
pdf llm
Past few years have witnessed tremendous progress in artificial intelligence (AI) technologies including but not limited to natural language processing (NLP), metaverse, and generative models. To enhance the security of LLMs and prevent them from responding to adversarial prompts, we utilize machine learning, deep learning and transformer models as external prompt classifiers. Our proposed ensemble of the BERT-DistilBERT model achieved 97.56% accuracy in identifying malicious/adversarial prompts.
Air Quality Monitoring Using Statistical Learning Models for Sustainable Environment
Mohsin Imam, Sufiyan Adam, Soumyabrata Dev, Nashreen Nesa
Intelligent Systems with Applications, Elsevier, 2024 Elsevier
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Parametric Optimization and Comparative Study of Machine Learning and Deep Learning Algorithms for Breast Cancer Diagnosis
Parul Jain, Shalini Gupta, Sufiyan Adam, Mohsin Imam
Breast Disease, IOS Press, 2024
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Assessing AI Chatbot Responses in Promoting COVID-19 Vaccine Acceptance
Mohsin Imam, Abdul Quershi
Social Science Research Network, 2024
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Adversarial Learning of Security Risk in Cobots Driven Industry
Mohsin Imam, Mohd Anas Wajid, Aasim Zafar, Mohammad Saif Wajid, Neeraj Baishwar, Sameer Awasthi
Book chapter: Intersection of Machine Learning and Computational Social Sciences, CRC Press, 2024 Accepted
other
Applications of Multimodal Deep Learning in Medicine
Pankaj Rajdeo, ..., Mohsin Imam, VB Surya Prasath
Springer Handbook on Medical Biotechnology, 2024 Springer Under Review
multimodalvision
Enhancing BERT-Based Models for Detecting Race, Violence, and Hate Speech in Low-Resource Settings
Salehah Hamzah, Mohsin Imam, Masnizah Mohammad
Journal Name, 2024 Under Review
llm
Building Blockchain-powered Decentralized Applications with Solidity: A Project-Oriented Guide
Sparsh Sharma, Mohsin Imam
To be Announced, 2024 In Progress
blockchain
2023
An Ensemble Method for Categorizing Cardiovascular Disease
Mohsin Imam, Sufiyan Adam, Neetu Agarwal, Suyash Kumar, Anjana Gosain
International Conference on Advances in IoT and Security with AI, 2023
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Study of Student Personality Trait on Spear-Phishing Susceptibility Behaviour
Mohamad Alhaddad, Masnizah Mohd, Faizan Qamar, Mohsin Imam
International Journal of Advanced Computer Science and Applications (IJACSA), 14(5), 2023
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Review on Applications and Security of Blockchain
Mohsin Imam, Kavita Saini
Book Chapter: Blockchain and EHR, Nova Science Publisher, 2023
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Cyber Threat Analysis and Mitigation in Emerging Information Technology (IT) Trends
Mohsin Imam, Mohd Anas Wajid, Bharat Bhushan, Alaa Ali Hameed, Akhtar Jamil
International Conference on Emerging Trends and Applications in Artificial Intelligence, 2023
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Comparative Analysis of Deep Learning Models for Alzheimer's Disease Stage Classification Using Transfer Learning
Archana Gahlaut, Mohsin Imam
IEEE ICCCIS, 2023 IEEE
link vision
Precision Location Keyword Detection Using Offline Speech Recognition Technique
Mohsin Imam, Gaurav Gupta
Preprints.org, 2023
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