Shaona Ghosh

According to our database, Shaona Ghosh authored at least 25 papers between 2013 and 2026.

Collaborative distances:

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

2026

Architecting Secure AI Agents: Perspectives on System-Level Defenses Against Indirect Prompt Injection Attacks.

Chong Xiang, Drew Zagieboylo, Shaona Ghosh, Sanjay Kariyappa, Kai Greshake, Hanshen Xiao, Chaowei Xiao, G. Edward Suh

CoRR, March, 2026

Beyond Explainable AI (XAI): An Overdue Paradigm Shift and Post-XAI Research Directions.

Saleh Afroogh, Seyd Ishtiaque Ahmed, Petra Ahrweiler, David Alvarez-Melis, Mansur Maturidi Arief, Emilia Barakova, Falco J. Bargagli-Stoffi, Erdem Biyik, Hanjie Chen, Xiang 'Anthony' Chen, Robert Clements, Keeley Crockett, Amit Dhurandhar, Fethiye Irmak Dogan, Mollie Dollinger, Motahhare Eslami, Aldo A. Faisal, Arya Farahi, Melanie Fernandez Pradie, Saadia Gabrie, Diego Garcia-Olano, Marzyeh Ghassemi, Shaona Ghosh, Hatice Gunes, Ehsan Hajiramezanali, Stefan Haufe, Biwei Huang, Angel Hwang, Md Tauhidul Islam, Junfeng Jiao, Amir-Hossein Karimi, Saber Kazeminasab, Anastasia Kuzminykh, William G. La Cava, Brian Y. Lim, Xiaofeng Liu, Mohammad R. K. Mofrad, Alicia Parrish, María Pérez-Ortiz, Shriti Raj, Swabha Swayamdipta, Salmon Talebi, Kush R. Varshney, Mihaela Vorvoreanu, Lily Weng, Alice Xiang, Yiming Xu, Ding Zhao, Jieyu Zhao

CoRR, February, 2026

2025

A Safety and Security Framework for Real-World Agentic Systems.

Shaona Ghosh, Barnaby Simkin, Kyriacos Shiarlis, Soumili Nandi, Dan Zhao, Matthew Fiedler, Julia Bazinska, Nikki Pope, Roopa Prabhu, Daniel Rohrer, Michael Demoret, Bartley Richardson

CoRR, November, 2025

SafeSteer: Interpretable Safety Steering with Refusal-Evasion in LLMs.

Shaona Ghosh, Amrita Bhattacharjee, Yftah Ziser, Christopher Parisien

CoRR, June, 2025

Surfacing Semantic Orthogonality Across Model Safety Benchmarks: A Multi-Dimensional Analysis.

Jonathan Bennion, Shaona Ghosh, Mantek Singh, Nouha Dziri

CoRR, May, 2025

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons.

Shaona Ghosh, Heather Frase, Adina Williams, Sarah Luger, Paul Röttger, Fazl Barez, Sean McGregor, Kenneth Fricklas, Mala Kumar, Quentin Feuillade-Montixi, Kurt D. Bollacker, Felix Friedrich, Ryan Tsang, Bertie Vidgen, Alicia Parrish, Chris Knotz, Eleonora Presani, Jonathan Bennion, Marisa Ferrara Boston, Mike Kuniavsky, Wiebke Hutiri, James Ezick, Malek Ben Salem, Rajat Sahay, Sujata S. Goswami, Usman Gohar, Ben Huang, Supheakmungkol Sarin, Elie Alhajjar, Canyu Chen, Roman Eng, Kashyap Ramanandula Manjusha, Virendra Mehta, Eileen Long, Murali Emani, Natan Vidra, Benjamin Rukundo, Abolfazl Shahbazi, Kongtao Chen, Rajat Ghosh, Vithursan Thangarasa, Pierre Peigné, Abhinav Singh, Max Bartolo, Satyapriya Krishna, Mubashara Akhtar, Rafael Gold, Cody Coleman, Luis Oala, Vassil Tashev, Joseph Marvin Imperial, Amy Russ, Sasidhar Kunapuli, Nicolas Miailhe, Julien Delaunay, Bhaktipriya Radharapu, Rajat Shinde, Tuesday, Debojyoti Dutta, Declan Grabb, Ananya Gangavarapu, Saurav Sahay, Agasthya Gangavarapu, Patrick Schramowski, Stephen Singam, Tom David, Xudong Han, Priyanka Mary Mammen, Tarunima Prabhakar, Venelin Kovatchev, Ahmed Ahmed, Kelvin N. Manyeki, Sandeep Madireddy, Foutse Khomh, Fedor Zhdanov, Joachim Baumann, Nina Vasan, Xianjun Yang, Carlos Mougn, Jibin Rajan Varghese, Hussain Chinoy, Seshakrishna Jitendar, Manil Maskey, Claire V. Hardgrove, Tianhao Li, Aakash Gupta, Emil Joswin, Yifan Mai, Shachi H. Kumar, Cigdem Patlak, Kevin Lu, Vincent Alessi, Sree Bhargavi Balija, Chenhe Gu, Robert Sullivan, James Gealy, Matt Lavrisa, James Goel, Peter Mattson, Percy Liang, Joaquin Vanschoren

CoRR, March, 2025

AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails.

Shaona Ghosh, Prasoon Varshney, Makesh Narsimhan Sreedhar, Aishwarya Padmakumar, Traian Rebedea, Jibin Rajan Varghese, Christopher Parisien

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation.

Nihar Sanda, Rajat Shinde, Sumit Nawathe, William Seawright, Shaona Ghosh, Manil Maskey

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications.

Raviraj Joshi, Rakesh Paul, Kanishk Singla, Anusha Kamath, Michael Evans, Katherine Luna, Shaona Ghosh, Utkarsh Vaidya, Eileen Peters Long, Sanjay Singh Chauhan, Niranjan Wartikar

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in LLMs.

Shaona Ghosh, Amrita Bhattacharjee, Yftah Ziser, Christopher Parisien

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications.

Traian Rebedea, Leon Derczynski, Shaona Ghosh, Makesh Narsimhan Sreedhar, Faeze Brahman, Liwei Jiang, Bo Li, Yulia Tsvetkov, Christopher Parisien, Yejin Choi

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts), 2025

2024

Towards Inference-time Category-wise Safety Steering for Large Language Models.

Amrita Bhattacharjee, Shaona Ghosh, Traian Rebedea, Christopher Parisien

CoRR, 2024

AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts.

Shaona Ghosh, Prasoon Varshney, Erick Galinkin, Christopher Parisien

CoRR, 2024

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues.

Makesh Narsimhan Sreedhar, Traian Rebedea, Shaona Ghosh, Christopher Parisien

CoRR, 2024

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues.

Makesh Narsimhan Sreedhar, Traian Rebedea, Shaona Ghosh, Jiaqi Zeng, Christopher Parisien

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2021

Joint Learning of Portrait Intrinsic Decomposition and Relighting.

Mona Zehni, Shaona Ghosh, Krishna Sridhar, Sethu Raman

CoRR, 2021

2017

Neural Networks for Text Correction and Completion in Keyboard Decoding.

Shaona Ghosh, Per Ola Kristensson

CoRR, 2017

2016

Network Lasso Optimization For Smart City Ride Share Prediction.

Shaona Ghosh

CoRR, 2016

Online machine learning for networked data.

Shaona Ghosh

AI Matters, 2016

Extended Formulations for Online Action Selection on Big Action Sets.

Shaona Ghosh, Adam Prügel-Bennett

Proceedings of the Advances in Big Data, 2016

2015

Ising Bandits with Side Information.

Shaona Ghosh, Adam Prügel-Bennett

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Online Prediction at the Limit of Zero Temperature.

Mark Herbster, Stephen Pasteris, Shaona Ghosh

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Online Mean Field Approximation for Automated Experimentation.

Shaona Ghosh, Adam Prügel-Bennett

Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

2013

Extended Formulations for Online Linear Bandit Optimization.

Shaona Ghosh, Adam Prügel-Bennett

CoRR, 2013

Towards Pareto Descent Directions in Sampling Experts for Multiple Tasks in an On-Line Learning Paradigm.

Shaona Ghosh, Chris Lovell, Steve R. Gunn

Proceedings of the Lifelong Machine Learning, 2013