Projects
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Evaluating the Robustness of LLM-Generated Tests via Mutation AnalysisMaster's thesis investigating whether LLMs can generate test suites robust enough to detect bugs using mutation testing as ground truth. -
LLM-Enhanced Smart Contract Fuzzing for Ethereum Pectra SecurityAddressing security risks in the Ethereum Pectra upgrade by integrating LLMs with mutation-based fuzzing to detect vulnerabilities. -
High-Performance Code Generation Using LLMs: Tensor ReductionInvestigation of LLM capabilities in automating high-performance CUDA kernel generation for tensor reduction on NVIDIA A100 GPUs. -
From Context to Deception: Simulating and Detecting LLM-Driven Impersonation AttacksExploring the feasibility of automated voice phishing and developing detection mechanisms for LLM-driven impersonation attacks. - DebGraph: Graph Based Debate Evaluation and FeedbackA system combining Knowledge Graphs with LLMs to overcome limitations of subjective debate evaluation and provide accurate winner predictions.
- SmartShelf: Smart Grocery Database with AIAn intelligent grocery management system utilizing AI to optimize inventory tracking and shopping experiences.
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COBRA: COding Biographies Rendered with AIA hybrid analysis system using HMMs and LLMs to create nuanced developer profiles and visualize software engineering evolution. - Context-Specific Sentiment Analysis of Financial DataDevelopment of a unified model for context-specific sentiment analysis on financial news to assess market sentiments.
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Fuzzy Clustering with Hierarchical Agglomerative Clustering for Applications in SustainabilityApplication of fuzzy clustering and hierarchical agglomerative clustering techniques to sustainability-related data analysis. - Decoding the Critic: A Semantically Aware Movie Recommender SystemFilmGenie: A semantically aware movie recommender using GNNs and aspect-based sentiment analysis to provide diverse recommendations.