Dr. Iqbal H. Sarker

Edith Cowan University, Cybersecurity CRC, Post-Doc

Swinburne University of Technology, Computer Science & Software Engineering, Graduate Student

University of Technology Sydney, Computer Science, Adjunct

Followers

228

Following

Co-authors

Public Views

-> Ph.D. (Swinburne University of Technology, Australia) & Postdoc (Cybersecurity CRC & ECU, Australia)
-> 10+ Years of Research Experience with some Teaching [Track record in Research & Publications]
-> 100+ Research Articles Published at different Conferences and Journals (Including Q1/A*) [50+ lead/single authored]
-> TWO Springer BOOKs Author - highlighting AI/Data-Driven framework design with experimental analysis (Lead author)
-> Research Impact & Excellence Evidenced by H-index = 38+, i10-index = 70+, Citations = 10,000+ [Google Scholar]
-> In World's TOP 2% Research Scientists [Career-long & Single-year], Published by Elsevier & Stanford University, USA
-> International IEEE Award, IEEE Data Science and Advanced Analytics, Montreal, Canada.
-> Experience of Supervising Undergraduate, Master's and Ph.D. Students (ongoing)
-> Global Academia-Industry Collaboration including Visiting Scholar, CSIRO Data61 & CRC, Australia
-> Journal Editorial, Springer/IEEE Conference PC & Collaboration [Aus, UK, USA, UAE, Malaysia, so on]
-> Top Skills: Research, Critical Analysis, Algorithm Design, Implementation, Scientific Writing, Supervision etc.

Interested Areas (general): Cybersecurity, AI/XAI and Machine Learning Algorithms, Data Science Modeling and Data-Driven Decision-Making, Digital Twin/IoT and Smart Cities, Industrial Applications and Critical Infrastructures

(Outcome Focus: economic, commercial or social benefits for end-users, e.g., individuals, community, organizations, industry or government)

*** For more details, please visit SARKER's research Activities & Profile Web -

Google Scholar: https://scholar.google.com.au/citations?user=FR9o1hcAAAAJ&hl=en
Linkedin: https://www.linkedin.com/in/iqbal-sarker-cse/
Research Gate: https://www.researchgate.net/profile/Iqbal-Sarker
Personal Web: https://sarker-research.net/

Email contact ([email protected])

------ Happy to Collaborate [Global Academia & Industry] ------

less

Andrés Piñeiro Martín

Jubaer Ahmad

United International University

Yue Zhang

Andrés Páez

Universidad de los Andes (Colombia)

Glorin Sebastian

Jamal Bentahar

Concordia University (Canada)

InterestsView All (7)

Uploads

Papers by Dr. Iqbal H. Sarker

LLM Potentiality and Awareness: A Position Paper from the Perspective of Trustworthy and Responsible AI Modeling

Large Language Models (LLMs) are an exciting breakthrough in the rapidly growing field of artific... more Large Language Models (LLMs) are an exciting breakthrough in the rapidly growing field of artificial intelligence (AI), offering unparalleled potential in a variety of application domains such as finance, business, healthcare, cybersecurity, and so on. However, concerns regarding their trustworthiness and ethical implications have become increasingly prominent as these models are considered black-box and continue to progress. This position paper explores the potentiality of LLM from diverse perspectives as well as the associated risk factors with awareness. Towards this, we highlight not only the technical challenges but also the ethical implications and societal impacts associated with LLM deployment emphasizing fairness, transparency, explainability, trust and accountability. We conclude this paper by summarizing potential research scopes with direction. Overall, the purpose of this position paper is to contribute to the ongoing discussion of LLM potentiality and awareness from the perspective of trustworthiness and responsibility in AI.

Dr. Iqbal H. Sarker

Uploads

Papers by Dr. Iqbal H. Sarker

Log In