Ehtesham Hashmi
About
In my pursuit as a PhD researcher, I focus on detecting hate speech across different languages, using methodologies that prioritize privacy and ethical standards. Understanding that hate speech manifests in diverse forms such as misogyny, racism, cyberbullying, xenophobia, and ableism, my work aims to develop nuanced detection tools that are sensitive to the specificities of each form. My research utilizes the capabilities of Large Language Models (LLMs) and diffusion models to address the significant challenge of interpreting and integrating multimodal data. With a robust background in Computer Science and Artificial Intelligence, my expertise in Multilingual Natural Language Processing, Machine Learning, Advanced Data Mining, and Explainable AI informs my study of language semantics and its impacts. I am committed to pushing the boundaries of the field by creating solutions that enhance security in digital communications while upholding the dignity and respect of individuals worldwide.
Research
Publications
2024
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Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Ullah, Mohib.
(2024)
Benign Paroxysmal Positional Vertigo Disorders Classification Using Eye Tracking Data.
Springer Nature
IFIP Advances in Information and Communication Technology
Academic anthology/Conference proceedings
-
Moosa, Muhammad;
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham;
Beghdadi, Azeddine;
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2024)
SMT: Self-supervised Approach for Multiple Animal Detection and Tracking.
Springer Nature
IFIP Advances in Information and Communication Technology
Academic anthology/Conference proceedings
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Imran, Ali Shariq;
Yildirim-Yayilgan, Sule;
Ullah, Mohib.
(2024)
Enhancing Misogyny Detection in Bilingual Texts Using FastText and Explainable AI.
IEEE conference proceedings
IEEE conference proceedings
Academic anthology/Conference proceedings
-
Hassan, Saif;
Ullah, Mohib;
Imran, Ali Shariq;
Mujtaba, Ghulam;
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham.
(2024)
A Self-Supervised Diffusion Framework For Facial Emotion Recognition.
IEEE conference proceedings
Proceedings of IEEE International Conference on Image Processing (None)
Academic anthology/Conference proceedings
-
Ali, Hashir;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques.
Electronics (Basel)
Academic article
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Yildirim-Yayilgan, Sule.
(2024)
Securing tomorrow: a comprehensive survey on the synergy of Artificial Intelligence and information security.
AI and Ethics
Academic literature review
-
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham;
Ullah, Mohib;
Katt, Basel.
(2024)
Applications of LLMs for Generating Cyber Security Exercise Scenarios.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers.
Social Network Analysis and Mining
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
Multi-class hate speech detection in the Norwegian language using FAST-RNN and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
A robust hybrid approach with product context-aware learning and explainable AI for sentiment analysis in Amazon user reviews.
Electronic Commerce Research
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Hameed, Ibrahim A.;
Yamin, Muhammad Mudassar;
Ullah, Mohib;
Abomhara, Mohamed .
(2024)
Enhancing Multilingual Hate Speech Detection: From Language-Specific Insights to Cross-Linguistic Integration.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Abomhara, Mohamed Ali Saleh;
Ullah, Mohib.
(2024)
Self-supervised hate speech detection in Norwegian texts with lexical and semantic augmentations.
Expert Systems With Applications
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ullah, Mohib.
(2024)
Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
Journal publications
-
Ali, Hashir;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques.
Electronics (Basel)
Academic article
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Yildirim-Yayilgan, Sule.
(2024)
Securing tomorrow: a comprehensive survey on the synergy of Artificial Intelligence and information security.
AI and Ethics
Academic literature review
-
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham;
Ullah, Mohib;
Katt, Basel.
(2024)
Applications of LLMs for Generating Cyber Security Exercise Scenarios.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers.
Social Network Analysis and Mining
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
Multi-class hate speech detection in the Norwegian language using FAST-RNN and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
A robust hybrid approach with product context-aware learning and explainable AI for sentiment analysis in Amazon user reviews.
Electronic Commerce Research
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Hameed, Ibrahim A.;
Yamin, Muhammad Mudassar;
Ullah, Mohib;
Abomhara, Mohamed .
(2024)
Enhancing Multilingual Hate Speech Detection: From Language-Specific Insights to Cross-Linguistic Integration.
IEEE Access
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Abomhara, Mohamed Ali Saleh;
Ullah, Mohib.
(2024)
Self-supervised hate speech detection in Norwegian texts with lexical and semantic augmentations.
Expert Systems With Applications
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ullah, Mohib.
(2024)
Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
Books
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Beghdadi, Azeddine;
Alaya Cheikh, Faouzi;
Ullah, Mohib.
(2024)
Benign Paroxysmal Positional Vertigo Disorders Classification Using Eye Tracking Data.
Springer Nature
IFIP Advances in Information and Communication Technology
Academic anthology/Conference proceedings
-
Moosa, Muhammad;
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham;
Beghdadi, Azeddine;
Imran, Ali Shariq;
Alaya Cheikh, Faouzi.
(2024)
SMT: Self-supervised Approach for Multiple Animal Detection and Tracking.
Springer Nature
IFIP Advances in Information and Communication Technology
Academic anthology/Conference proceedings
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Imran, Ali Shariq;
Yildirim-Yayilgan, Sule;
Ullah, Mohib.
(2024)
Enhancing Misogyny Detection in Bilingual Texts Using FastText and Explainable AI.
IEEE conference proceedings
IEEE conference proceedings
Academic anthology/Conference proceedings
-
Hassan, Saif;
Ullah, Mohib;
Imran, Ali Shariq;
Mujtaba, Ghulam;
Yamin, Muhammad Mudassar;
Hashmi, Ehtesham.
(2024)
A Self-Supervised Diffusion Framework For Facial Emotion Recognition.
IEEE conference proceedings
Proceedings of IEEE International Conference on Image Processing (None)
Academic anthology/Conference proceedings