Prasanna Sattigeri

Researcher, IBM Research

Joined

June 2017

Names

Prasanna Sattigeri

Emails

****@us.ibm.com (Confirmed)

,

****@asu.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

IBM Research (ibm.com)

2015 – Present

Researcher

Yelp Inc (yelp.com)

2014 – 2015

PhD student

Arizona State University (asu.edu)

2008 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Machine learning

Present

Trustworthy AI

Present

Generative Models

Present

Publications

TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
Yue Huang, Chujie Gao, Siyuan Wu, Haoran Wang, Xiangqi Wang, Jiayi Ye, Yujun Zhou, Yanbo Wang, Jiawen Shi, Qihui Zhang, Han Bao, Zhaoyi Liu, Yuan Li, Tianrui Guan, Peiran Wang, Haomin Zhuang, Dongping Chen, Kehan Guo, Andy Zou, Bryan Hooi et al. (44 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Chain-of-Thought Degrades Abstention in Large Language Models, Unless Inverted
Abinitha Gourabathina, Inkit Padhi, Manish Nagireddy, Subhajit Chaudhury, Prasanna Sattigeri
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
Yue Huang, Hang Hua, Yujun Zhou, Pengcheng Jing, Manish Nagireddy, Inkit Padhi, Greta Dolcetti, Zhangchen Xu, Subhajit Chaudhury, Ambrish Rawat, Liubov Nedoshivina, Pin-Yu Chen, Prasanna Sattigeri, Xiangliang Zhang
- ICLR 2026 Poster
- Readers: Everyone
Large Language Model Confidence Estimation via Black-Box Access
Tejaswini Pedapati, Amit Dhurandhar, Soumya Ghosh, Soham Dan, Prasanna Sattigeri
- Accepted by TMLR
- Readers: Everyone
Granite Guardian
Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre Dognin, Keerthiram Murugesan, Erik Miehling, Martín Santillán Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Zahra Ashktorab, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer et al. (3 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
The RealHumanEval: Evaluating Large Language Models’ Abilities to Support Programmers
Hussein Mozannar, Valerie Chen, Mohammed Alsobay, Subhro Das, Sebastian Zhao, Dennis Wei, Manish Nagireddy, Prasanna Sattigeri, Ameet Talwalkar, David Sontag
- Accepted by TMLR
- Readers: Everyone
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs
Giulio Zizzo, Giandomenico Cornacchia, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Beat Buesser, Mark Purcell, Pin-Yu Chen, Prasanna Sattigeri, Kush R. Varshney
- SafeGenAi Oral
- Readers: Everyone
Large Language Model Confidence Estimation via Black-Box Access
Tejaswini Pedapati, Amit Dhurandhar, Soumya Ghosh, Soham Dan, Prasanna Sattigeri
- Submitted to ICLR 2025
- Readers: Everyone
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Value Alignment from Unstructured Text
Inkit Padhi, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Manish Nagireddy, Pierre Dognin, Kush R. Varshney
- Pluralistic-Alignment 2024
- Readers: Everyone

View all 136 publications

Co-Authors

View all 292 co-authors