Publications

24 results for Mark Purcell

A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
- - Antonino Angi
  - Liubov Nedoshivina
  - et al.
- 2025
- ACL 2025
Conference paper
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- - Stefan Schoepf
  - Muhammad Zaid Hameed
  - et al.
- 2025
- ICML 2025
Workshop paper
Granite Guardian: Comprehensive LLM Safeguarding
- - Inkit Padhi
  - Manish Nagireddy
  - et al.
- 2025
- NAACL 2025
Conference paper
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- - Ambrish Rawat
  - Stefan Schoepf
  - et al.
- 2024
- NeurIPS 2024
Workshop
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- - Giandomenico Cornacchia
  - Kieran Fraser
  - et al.
- 2024
- AIES 2024
Poster
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation
- - Tomas Bueno Momcilovic
  - Beat Buesser
  - et al.
- 2024
- xAI 2024
Workshop paper
Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments
- - Simone Magnani
  - Stefano Braghin
  - et al.
- 2023
- Big Data 2023
Workshop paper
Adaptive Aggregation For Federated Learning
- - K. R. Kallapalayam Radhakrishnan
  - Vinod Muthusamy
  - et al.
- 2022
- Big Data 2022
Conference paper
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- - Seshu Tirupathi
  - Dhaval Salwala
  - et al.
- 2022
- Big Data 2022
Workshop paper
GOFLEX: Extracting, Aggregating and Trading Flexibility based on FlexOffers for 500+ Prosumers in 3 European cities [Operational Systems Paper]
- - Bijay Neupane
  - Laurynas Siksnys
  - et al.
- 2022
- e-Energy 2022
Conference paper