PhD Candidate · Trinity College Dublin | Pre-Doctoral Researcher · IBM Research Ireland
I work at the intersection of AI and software security, with a focus on the security of LLM-generated code, static analysis, abstract interpretation, and LLM-based vulnerability detection. I contribute to the SecQDevOps Horizon Europe project on security in quantum software development pipelines, supervised by Dr. Giulio Zizzo (IBM Research) and Prof. John Kelleher (TCD).
Research interests: LLM-generated code security · SAST evaluation · Abstract interpretation · Vulnerability detection · Quantum software security
Architecture-Dependent Synthetic Data Strategies for Leukemia Diagnosis with Explainable Deep Learning
I. Malik, B. Agarwal · AICS 2025
Leukemia Classification through Deep Learning Techniques and Generative AI
I. Malik, L.J. Diang'a, P. Stynes, P. Pathak, A. Sahni · IEEE ACDSA 2025 · paper
Lower Limb Gait Estimation Using Foot Motion and Neural Network
J. Lee, I. Malik, A.C.L. Thien, S. Sivakumar · IEEE ICDATE 2023 · paper