10 citations · 15 across the 7 of their papers we have counts for
7 papers
COMA: A Compositional Misleading Attack Class on Security-RAG, and a Causal Counterfactual Defense
Chinmay Gondhalekar, Urjitkumar Patel
Every document a security copilot retrieves can be true, instruction-free, and non-contradictory --- and the copilot can still be driven to assess a critical, exploitable vulnerabi…
Provenance Verification of AI-Generated Images via a Perceptual Hash Registry Anchored on Blockchain
Apoorv Mohit, Bhavya Aggarwal, Chinmay Gondhalekar
The rapid advancement of artificial intelligence has made the generation of synthetic images widely accessible, increasing concerns related to misinformation, digital forgery, and…
SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Accurate question answering over real spreadsheets remains difficult due to multirow headers, merged cells, and unit annotations that disrupt naive chunking, while rigid SQL views…
AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and Reasoning
Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar
With the increasing prevalence of video content, effectively understanding and answering questions about long form videos has become essential for numerous applications. Although l…
MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation (RAG) Framework for Financial Question Answering
Chinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh
Financial documents--such as 10-Ks, 10-Qs, and investor presentations--span hundreds of pages and combine diverse modalities, including dense narrative text, structured tables, and…
FANAL -- Financial Activity News Alerting Language Modeling Framework
Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar +1
In the rapidly evolving financial sector, the accurate and timely interpretation of market news is essential for stakeholders needing to navigate unpredictable events. This paper i…
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM
Urjitkumar Patel, Fang-Chun Yeh, Chinmay Gondhalekar
In today's digital landscape, where cyber attacks have become the norm, the detection of cyber attacks and threats is critically imperative across diverse domains. Our research pre…