Publications (89)
SBOMs into Agentic AIBOMs: Schema Extensions, Agentic Orchestration, and Reproducibility Evaluation
Petar Radanliev, Carsten Maple, Omar Santos +1
Software supply-chain security requires provenance mechanisms that support reproducibility and vulnerability assessment under dynamic execution conditions. Conventional Software Bi…
Private Federated Multiclass Post-hoc Calibration
Samuel Maddock, Graham Cormode, Carsten Maple
Calibrating machine learning models so that predicted probabilities better reflect the true outcome frequencies is crucial for reliable decision-making across many applications. In…
Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]
Graham Cormode, Samuel Maddock, Carsten Maple
Private collection of statistics from a large distributed population is an important problem, and has led to large scale deployments from several leading technology companies. The…
Design of a dynamic and self adapting system, supported with artificial intelligence, machine learning and real time intelligence for predictive cyber risk analytics in extreme environments, cyber risk in the colonisation of Mars
Petar Radanliev, David De Roure, Kevin Page +6
Multiple governmental agencies and private organisations have made commitments for the colonisation of Mars. Such colonisation requires complex systems and infrastructure that coul…
Refused in Chat, Written in Code: Workflow-Level Jailbreak Construction in IDE Coding Agents
Abhishek Kumar, Carsten Maple
Large language models are increasingly deployed as IDE-integrated coding agents that decompose tasks, generate and edit files, run code, and refine outputs over many turns. Yet the…
FLAIM: AIM-based Synthetic Data Generation in the Federated Setting
Samuel Maddock, Graham Cormode, Carsten Maple
Preserving individual privacy while enabling collaborative data sharing is crucial for organizations. Synthetic data generation is one solution, producing artificial data that mirr…