Neal Mangaokar

Researcher, Meta

Joined

May 2022

Names

Neal Mangaokar (Preferred)

Emails

****@umich.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Meta (meta.com)

2026 – Present

PhD student

CSE, University of Michigan - Ann Arbor (umich.edu)

2020 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Kamalika Chaudhuri

2025 – 2026

PhD Advisor

2020 – 2025

Expertise

Security and privacy implications of ML

Present

Publications

CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
Niloofar Mireshghallah, Neal Mangaokar, Narine Kokhlikyan, Arman Zharmagambetov, Manzil Zaheer, Saeed Mahloujifar, Kamalika Chaudhuri
- ICLR 2026 Poster
- Readers: Everyone
What Really is a Member? Discrediting Membership Inference via Poisoning
Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley A. Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury
- NeurIPS 2025 poster
- Readers: Everyone
Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale
Elisa Tsai, Neal Mangaokar, Boyuan Zheng, Haizhong Zheng, Atul Prakash
- WWW 2025 Oral
- Readers: Everyone
Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks
Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash
- AdvML-Frontiers 2023
- Readers: Everyone
Towards Adversarially Robust Deepfake Detection: An Ensemble Approach
Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors