Benjamin Herd

According to our database, Benjamin Herd authored at least 14 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Deductive Approach to Safety Assurance: Formalising Safety Contracts with Subjective Logic.

Benjamin Herd, João-Vitor Zacchi, Simon Burton

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, 2024

Uncertainty-Aware Evaluation of Quantitative ML Safety Requirements.

Simon Burton, Benjamin Herd, João-Vitor Zacchi

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2024 Workshops, 2024

Can you trust your ML metrics? Using Subjective Logic to determine the true contribution of ML metrics for safety.

Benjamin Herd, Simon Burton

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems.

Tom Haider, Karsten Roscher, Benjamin Herd, Felippe Schmoeller Roza, Simon Burton

Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

2023

Addressing uncertainty in the safety assurance of machine-learning.

Simon Burton, Benjamin Herd

Frontiers Comput. Sci., 2023

2019

Detecting Causal Relationships in Simulation Models Using Intervention-based Counterfactual Analysis.

Benjamin Herd, Simon Miles

ACM Trans. Intell. Syst. Technol., 2019

Temporary Censorship Attacks in the Presence of Rational Miners.

Fredrik Winzer, Benjamin Herd, Sebastian Faust

IACR Cryptol. ePrint Arch., 2019

2018

Quantitative analysis of multi-agent systems through statistical verification of simulation traces.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Int. J. Agent Oriented Softw. Eng., 2018

2015

Statistical runtime verification of agent-based simulations.

Benjamin Herd

PhD thesis, 2015

MC²MABS: A Monte Carlo Model Checker for Multiagent-Based Simulations.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Proceedings of the Multi-Agent-Based Simulation XVI - International Workshop, 2015

Quantitative Analysis of Multiagent Systems Through Statistical Model Checking.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Proceedings of the Engineering Multi-Agent Systems - Third International Workshop, 2015

Monitoring Hierarchical Agent-based Simulation Traces.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2013

Verification and Validation of Agent-Based Simulations Using Approximate Model Checking.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Proceedings of the Multi-Agent-Based Simulation XIV - International Workshop, 2013

2012

Compositional transient reachability analysis for agent-based simulations.

Benjamin Herd, Simon Miles, Peter McBurney, Michael Luck

Stud. Inform. Univ., 2012