Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- Ambrish Rawat
- Stefan Schoepf
- et al.
- 2024
- NeurIPS 2024
Mark Purcell
Title
Research Manager - Security Research, AI Security & PETs
Publications
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- 2024
- AIES 2024
Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments
- Simone Magnani
- Stefano Braghin
- et al.
- 2023
- Big Data 2023
Adaptive Aggregation For Federated Learning
- K. R. Kallapalayam Radhakrishnan
- Vinod Muthusamy
- et al.
- 2022
- Big Data 2022
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- 2022
- Big Data 2022
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
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- Nathalie Baracaldo Angel
- Ali Anwar
- et al.
- 2022
- arXiv
Accountable Federated Machine Learning in Government: Engineering and Management Insights
- Dian Balta
- Mahdi Sellami
- et al.
- 2021
- ePart 2021
Knowledge- And Data-driven Services for Energy Systems using Graph Neural Networks
- Francesco Fusco
- Bradley Eck
- et al.
- 2020
- Big Data 2020
Power Saving Proxies for Web Servers
- Karl J. O'Dwyer
- Eoin Creedon
- et al.
- 2019
- Computer Journal
Patents
Projects
Adversarial Robustness Toolbox
Securing AI models with the Adversarial Robustness Toolbox
Blog posts
Top collaborators
AR
Ambrish Rawat
Senior Research Scientist, AI Security and Privacy, Master Inventor
GZ
Giulio Zizzo
Staff Research Scientist
NB
Nathalie Baracaldo
Manager of AI Security and Privacy Solutions - Senior Research Scientist - Master Inventor, Ph.D.
BE
Bradley Eck
Senior Research Scientist & Manager - AI for Sustainable Industry