3 papers
cs.LG2026
Constraint-Aware Neurosymbolic Uncertainty Quantification with Bayesian Deep Learning for Scientific Discovery
Shahnawaz Alam, Mohammed Mudassir Uddin, Mohammed Kaif Pasha
Scientific Artificial Intelligence (AI) applications require models that deliver trustworthy uncertainty estimates while respecting domain constraints. Existing uncertainty quantif…
cs.CR2026
SecureCAI: Injection-Resilient LLM Assistants for Cybersecurity Operations
Mohammed Himayath Ali, Mohammed Aqib Abdullah, Mohammed Mudassir Uddin +1
Large Language Models have emerged as transformative tools for Security Operations Centers, enabling automated log analysis, phishing triage, and malware explanation; however, depl…
cs.CV2026
AgentCompress: Task-Aware Compression for Affordable Large Language Model Agents
Zuhair Ahmed Khan Taha, Mohammed Mudassir Uddin, Shahnawaz Alam
Large language models hold considerable promise for various applications, but their computational requirements create a barrier that many institutions cannot overcome. A single ses…