2 citations · 5 across the 6 of their papers we have counts for
7 papers
Auditing Agent Actions through Query-Conditioned Attribution
Yifan Liu, Praveen Venkateswaran, Abdulhamid Adebayo +1
LLM agents increasingly take consequential actions through interactions with users, policies, and external tools. Auditing these agents requires automated attribution of realized a…
VAKRA: Evaluating Multi-Hop Reasoning Across APIs and Retrieval Under Tool-Use Policies
Ankita Rajaram Naik, Anupama Murthi, Benjamin Elder +6
Agents deployed in enterprise settings must reason across structured APIs and document collections, yet existing benchmarks evaluate these capabilities in isolation. We introduce V…
GneissWeb: Preparing High Quality Data for LLMs at Scale
Hajar Emami Gohari, Swanand Ravindra Kadhe, Syed Yousaf Shah +29
Data quantity and quality play a vital role in determining the performance of Large Language Models (LLMs). High-quality data, in particular, can significantly boost the LLM's abil…
Data-Prep-Kit: getting your data ready for LLM application development
David Wood, Boris Lublinsky, Alexy Roytman +21
Data preparation is the first and a very important step towards any Large Language Model (LLM) development. This paper introduces an easy-to-use, extensible, and scale-flexible ope…
Partially Trusting the Service Mesh Control Plane
Constantin Adam, Abdulhamid Adebayo, Hubertus Franke +4
Zero Trust is a novel cybersecurity model that focuses on continually evaluating trust to prevent the initiation and horizontal spreading of attacks. A cloud-native Service Mesh is…
Automated Compliance Blueprint Optimization with Artificial Intelligence
Abdulhamid Adebayo, Daby Sow, Muhammed Fatih Bulut
For highly regulated industries such as banking and healthcare, one of the major hindrances to the adoption of cloud computing is compliance with regulatory standards. This is a co…
Vulnerability Prioritization: An Offensive Security Approach
Muhammed Fatih Bulut, Abdulhamid Adebayo, Daby Sow +1
Organizations struggle to handle sheer number of vulnerabilities in their cloud environments. The de facto methodology used for prioritizing vulnerabilities is to use Common Vulner…