Mani Malek

Researcher, Google

Joined

May 2021

Names

Mani Malek (Preferred)

Mani Malek Esmaeili

Mani MalekEsmaeili

Emails

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Google (deepmind.com)

2023 – Present

Applied Research Scientist

Facebook (facebook.com)

2017 – 2023

PhD student

University of British Columbia (ubc.ca)

2007 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Disentangling goal and framing for detecting LLM jailbreaks
Amirhossein Farzam, Majid Behbahani, Mani Malek, Yuriy Nevmyvaka, Guillermo Sapiro
- ICLR 2026 Trustworthy AI
- Readers: Everyone
Interpreting and Controlling Model Behavior via Constitutions for Atomic Concept Edits
Neha Kalibhat, Zi Wang, Prasoon Bajpai, Drew Proud, Wenjun Zeng, Been Kim, Mani Malek
- AISTATS 2026 Poster
- Readers: Everyone
Can't hide behind the frame: Disentangling goal & framing for detecting LLM jailbreaks
Amirhossein Farzam, Majid Behbahani, Mani Malek, Yuriy Nevmyvaka, Guillermo Sapiro
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov
- Published: 04 Nov 2021, Last Modified: 30 Dec 2025
- PRIML 2021 Poster
- Readers: Everyone
Antipodes of Label Differential Privacy: PATE and ALIBI
Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramer
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Federated Learning with Buffered Asynchronous Aggregation
John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Michael Rabbat, Mani Malek Esmaeili, Dzmitry Huba
- 2021 (modified: 13 Jan 2022)
- CoRR 2021
- Readers: Everyone
Papaya: Practical, Private, and Scalable Federated Learning
Dzmitry Huba, John Nguyen, Kshitiz Malik, Ruiyu Zhu, Mike Rabbat, Ashkan Yousefpour, Carole-Jean Wu, Hongyuan Zhan, Pavel Ustinov, Harish Srinivas, Kaikai Wang, Anthony Shoumikhin, Jesik Min, Mani Malek
- 2021 (modified: 13 Jan 2022)
- CoRR 2021
- Readers: Everyone
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Gosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov
- 2021 (modified: 13 Jan 2022)
- CoRR 2021
- Readers: Everyone
Antipodes of Label Differential Privacy: PATE and ALIBI
Mani Malek, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramèr
- 2021 (modified: 13 Jan 2022)
- CoRR 2021
- Readers: Everyone
A local fingerprinting approach for audio copy detection
Mani Malekesmaeili, Rabab K. Ward
- 2014 (modified: 20 Jul 2021)
- Signal Process. 2014
- Readers: Everyone

View all 18 publications

Co-Authors

View all 41 co-authors