Machine Learning

Cyber Risk Loss Distribution Model of Client-Server Networks

Gaussian Process Modeling for Heterogeneous Functions

Independent Audit and Assessment Framework for AI Systems

Enhancing Fairness Through Aleatoric Uncertainty

Modeling Flow of Resources in a Supply Chain

LoRAFusion: Energy-Efficient Multi-Task Adaptation Framework for ReRAM Accelerators

Exploiting Class Probabilities for Black-Box Sentence-Level Attacks

Methods and Systems for Detecting Disinformation Generated by Large Language Models

Adversarial Text Purification: Large Language Model Approach for Defense

Exploiting Vulnerabilities and Security Threats in Retrieval-Augmented Generative Models: The LIAR Attack Framework