illustration of lock, four asterisks and a shield with a fingerprint on it on a green gradient background

Security, privacy, and cryptography

Leveraging Large Language Models for Automated Proof Synthesis in Rust

photos of PhD students Anunay Kulshrestha and Karan Newatia with a photo of Senior Cryptographer Josh Benaloh in the middle with a microphone icon on a blue and purple gradient background

Intern Insights: Dr. Josh Benaloh with Anunay Kulshrestha and Karan Newatia

Bayes Security (β*, higher better) of DP-SGD against membership and attribute inference on the Adult and Purchase datasets as a function of the number of training steps. The green dashed line shows the corresponding DP budget (ε). Membership and attribute inference curves decrease monotonically as the model is trained for longer and the accuracy and DP budget grow.

Closed-Form Bounds for DP-SGD against Record-level Inference

ProvCam: A Camera Module with Self-Contained TCB for Producing Verifiable Videos

Current selections

Sort by: Most recent

Clear selections

Search within these results

Content Types

People

Cédric Fournet (91)

Melissa Chase (73)

Nishanth Chandran (66)

Kim Laine (58)

Michael Naehrig (55)

Santiago Zanella-Béguelin (52)

Jack W. Stokes (49)

Divya Gupta (46)

Srinath Setty (41)

Shruti Tople (41)

Josh Benaloh (40)

Cormac Herley (39)

Manuel Costa (37)

Aseem Rastogi (37)

Greg Zaverucha (35)

Nikhil Swamy (35)

Marcus Peinado (34)

Patrick Longa (34)

Shuo Chen (34)

Sangho Lee (32)

Antoine Delignat-Lavaud (31)

Weidong Cui (31)

Boris Köpf (29)

Ramarathnam Venkatesan (26)

Karen Easterbrook (25)

Christian Paquin (24)

Zinan Lin (24)

Stefan Saroiu (23)

Alec Wolman (22)

Robert Sim (21)

Betül Durak (21)

Tahina Ramananandro (20)

Lukas Wutschitz (20)

Dinei Florencio (19)

Jay Lorch (18)

Tolga Acar (17)

Stavros Volos (17)

Chris Hawblitzel (16)

Janardhan (Jana) Kulkarni (16)

Sergey Yekhanin (16)

Andrew Paverd (16)

Butler Lampson (15)

Kevin Kane (15)

Satya Lokam (15)

Sylvan Clebsch (15)

Esha Ghosh (15)

Huseyin Inan (15)

Bin Benjamin Zhu (14)

Dan Shumow (14)

Ben Zorn (14)

Sriram Rajamani (13)

John (JD) Douceur (12)

Matthew J. Parkinson (12)

Weiteng Chen (12)

Margus Veanes (11)

Ahmed Salem (11)

Kate Crawford (10)

Marina Polishchuk (10)

Mike Walker (10)

Oleksii Oleksenko (10)

Dennis Mattoon (9)

Radames Cruz Moreno (9)

Juan M. Lavista Ferres (9)

Jay Bosamiya (9)

E. Glen Weyl (8)

Lidong Zhou (8)

Raghav Kaushik (8)

Landon Cox (8)

Brian Caswell (8)

Ziqiao Zhou (8)

Heidi Howard (8)

Emre Kiciman (7)

Eric Horvitz (7)

Manik Varma (7)

Venkat Padmanabhan (7)

Suman Nath (7)

Hamed Khanpour (7)

Arturs Backurs (7)

Daniel Jones (7)

Giovanni Cherubin (7)

Amit Sharma (6)

Chetan Bansal (6)

Galen Hunt (6)

Nicole Immorlica (6)

Jaime Teevan (6)

Amaury Chamayou (6)

Daniel Madrigal (6)

Mirian Hipolito Garcia (6)

Rahul Dodhia (6)

Adrien Ghosn (6)

Aditya Nori (5)

Darren Edge (5)

Jonathan Larson (5)

Matthew Johnson (5)

Tarleton Gillespie (5)

William Blum (5)

Xian Zhang (5)

Weiwei Yang (5)

Sepideh Mahabadi (5)

Sarah Smith (5)

Jennifer Chayes (4)

John Langford (4)

Madan Musuvathi (4)

Ramachandran Ramjee (4)

Ryen W. White (4)

Shuvendu Lahiri (4)

Hanna Wallach (4)

Harsha Simhadri (4)

Eddy Ashton (4)

James Bono (4)

Victor Ruehle (4)

Saravan Rajmohan (4)

Harsha Nori (4)

Scott Freitas (4)

Gbola Afonja (4)

Akash Lal (3)

Jaron Lanier (3)

Jianfeng Gao (3)

Kim Herzig (3)

Henrique S. Malvar (3)

Thomas Moscibroda (3)

Nikolaj Bjørner (3)

Qingwei Lin 林庆维 (3)

Himanshu Raj (3)

Sharad Agarwal (3)

Siddhartha Sen (3)

Xiaodong Liu (3)

Stephanie Hyland (3)

Ran Gilad-Bachrach (3)

Brent Hecht (3)

Karthik Selvaraj (RESEARCH) (3)

Dongsheng Li (3)

Zhongxin Guo (3)

Yuqing Yang (3)

Jayashree Mohan (3)

Menglin Xia (3)

Ashish Panwar (3)

Sara Abdali (3)

Shrey Jain (3)

Roshan Dathathri (3)

Bob Fleck (3)

Cory Duplantis (3)

Aashish Kolluri (3)

Tianyu Chen (3)

Andrew Putnam (2)

Victor Bahl (2)

Nancy Baym (2)

Brendan Lucier (2)

Cheick Keita (2)

Chris Quirk (2)

Chris White (2)

Scott Counts (2)

Ed Cutrell (2)

Dongmei Zhang (2)

Ece Kamar (2)

Ganesh Ananthanarayanan (2)

Hannes Gamper (2)

Javier Alvarez-Valle (2)

Jonathan "Peli" de Halleux (2)

Jake Hofman (2)

Katja Hofmann (2)

Kaushik Rajan (2)

Michel Galley (2)

Mary L. Gray (2)

Markus Mobius (2)

Neeraj Kayal (2)

Nicolas Villar (2)

Peter Lee (2)

Piali Choudhury (2)

Ranveer Chandra (2)

Rick Rashid (2)

Ran Gal (2)

Sean Rintel (2)

Shamsi Iqbal (2)

Surajit Chaudhuri (2)

Sam Webster (2)

Swami Manohar (2)

Nathan Evans (2)

Mihaela Vorvoreanu (2)

Qi Chen (2)

Sunayana Sitaram (2)

Francesca Parmigiani (2)

Kate Lytvynets (2)

Longqi Yang (2)

Jakub Tarnawski (2)

Pu Zhao (2)

P. Anandan (2)

Xenofon Foukas (2)

Aaron L Halfaker (2)

Meghana Kshirsagar (2)

Yixi Xu (2)

Weishung Liu (2)

Hao Cheng (2)

Ashley J. Llorens (2)

Jue Zhang (2)

Xuchao Zhang (2)

Sarah Fakhoury (2)

Saikat Chakraborty (2)

Gabriel Ebner (2)

Guido Martínez (2)

Xiaoting Qin (2)

Victor Reis (2)

Luca Wilke (2)

Son Ho (2)

Rodrigo Racanicci (2)

Katy Smith (2)

Shelby Hayes (2)

Bhakta Pradhan (2)

Dustin Fraze (2)

A.J. Brush (1)

Akshay Krishnamurthy (1)

Amit Deshpande (1)

Anoop Gupta (1)

Arjmand Samuel (1)

Abigail Sellen (1)

Ben Cutler (1)

Christian Borgs (1)

Bozidar Radunovic (1)

Christian Bird (1)

Cecily Morrison (1)

Cha Zhang (1)

Chin-Yew Lin (1)

Daan Leijen (1)

David Johnston (1)

David Rothschild (1)

Doug Burger (1)

Daniel G. Goldstein (1)

Dave Maltz (1)

Dushyanth Narayanan (1)

Eric Peterson (1)

Furu Wei (1)

Manish Gupta (1)

Jim Gray (1)

David Heckerman (1)

Hitesh Ballani (1)

Hoifung Poon (1)

Ivan Tashev (1)

Jacki O'Neill (1)

Jennifer Wortman Vaughan (1)

Jinyu Li (1)

Johannes Gehrke (1)

Nebojsa Jojic (1)

Kalika Bali (1)

Kori Inkpen (1)

Karin Strauss (1)

Kukjin Lee (1)

Lev Nachmanson (1)

Lili Cheng (1)

Mark Encarnación (1)

Matthai Philipose (1)

Martin Grayson (1)

Michael Freedman (1)

Mike Shepperd (1)

Milad Shokouhi (1)

Navin Goyal (1)

Nikos Karampatziakis (1)

Nirupama Chandrasekaran (1)

Paolo Costa (1)

Peter Bodík (1)

Qiufeng Yin (1)

Richard Banks (1)

Ricardo Gutierrez (1)

Sameh Elnikety (1)

Sebastian Burckhardt (1)

Susan Dumais (1)

Spencer Fowers (1)

Shi Han (1)

Siân Lindley (1)

Silviu Cucerzan (1)

Sarah Bird (1)

Aleksandrs Slivkins (1)

Stas Tishkin (1)

Sumit Gulwani (1)

Siddharth Suri (1)

Thomas Karagiannis (1)

Wei Chen (1)

Weizhu Chen (1)

Yongqiang Xiong (1)

Bichlien Nguyen (1)

Ramakrishna Bairi (1)

Solon Barocas (1)

Anand Bonde (1)

Lester Mackey (1)

Pantazis Deligiannis (1)

Jacob Nelson (1)

Dave Thaler (1)

Arun Iyer (1)

Camilla Longden (1)

Fangzhao Wu (1)

Budhaditya Deb (1)

Rahee Ghosh Peshawaria (1)

Irene Zhang (1)

Sujay Kumar Jauhar (1)

Advait Sarkar (1)

Behnaz Arzani (1)

Raluca Stevenson (1)

Dan R. K. Ports (1)

Dimitra Emmanouilidou (1)

Nipun Kwatra (1)

Sonia Jaffe (1)

Sebastian Braun (1)

Sonu Mehta (1)

Andromachi Chatzieleftheriou (1)

Bo Qiao (1)

Vaishnavi Ranganathan (1)

Akshay Nambi (1)

Pratik Ghosh (1)

Dave Bignell (1)

Sudha Rao (1)

Javier Hernandez (1)

Jiang Bian (1)

Robert Gmyr (1)

Oscar Koller (1)

Carmen Badea (1)

Denae Ford (1)

Xiaofei Wang (1)

Adam D. Troy (1)

Kieran McDonald (1)

Vu Le (1)

Tadas Baltrusaitis (1)

Yu Kang (1)

Joe Ranweiler (1)

Kevin Hsieh (1)

Mengting Wan (1)

Manthan Thakker (1)

Donald Ngwe (1)

Hang Dong (1)

Madeleine Daepp (1)

Peeyush Kumar (1)

Jenna Butler (1)

Josh Mandel (1)

Camille Couturier (1)

Neha Parikh Shah (1)

Dongdong Chen (1)

Suvam Mukherjee (1)

Jugal Parikh (1)

Xufang Luo (1)

Kevin Larson (1)

Xiyang Dai (1)

Pedro Henrique Penna (1)

Rafael da Silva (1)

Xuan Feng (1)

Qianhui Wu (1)

Roberto Santos (1)

Xiaoyuan Yi (1)

Jennifer Neville (1)

Robert Osazuwa Ness (1)

Debopam Bhattacherjee (1)

Sheng Zhao (1)

Mayukh Das (1)

Tommy Guy (1)

A. Parayil (1)

Minghua Ma (1)

Srinivasan Iyengar (1)

Arnaud Flutre (1)

A J (HE/HIM) (1)

Michal Sroka (1)

Alejandro Gutierrez Munoz (1)

Allie Giddings (1)

Fangkai Yang (1)

Gust Verbruggen (1)

Srikant Bharadwaj (1)

Kate Nowak (1)

Allen Kim (1)

Lucas A. Meyer (1)

Burcu Canakci (1)

Shoko Ueda (1)

Chris Parnin (1)

Si Qin (1)

Dominic Ayre (1)

Mukul Singh (1)

Mahati Chamarthy (1)

Andrew Jenks (1)

Jay Li (1)

Takuro Sato (1)

Bruno Silva (1)

Riyaz Pishori (1)

Dan Vann (1)

Chaoyun Zhang (1)

Abhinav Jangda (1)

Ankur Mallick (1)

Reshmi Ghosh (1)

Sergio Valcarcel Macua (1)

Whitney Hudson (1)

Rujia Wang (1)

Yuancheng Tu (1)

Aashaka Shah (1)

Renee St. Amant (1)

Brian Houck (1)

Liqun Li (1)

Angelica Moreira (1)

Lev Tankelevitch (1)

Shan Lu (1)

Prathamesh Deshpande (1)

Gagan Somashekar (1)

Pei Zhou (1)

Shraddha Barke (1)

Sihao Chen (1)

Benjamin Steenhoek (1)

Jessica Young (1)

Dimitra Giantsidi (1)

Sathvik Prasad (1)

Samuel Lee (1)

Samreen Khadeer (1)

Hayley LeBlanc (1)

Jay Gala (1)

Bruce Wittmann (1)

Published Date

Publication

On cycles of pairing-friendly abelian varieties

Maria Corte-Real Santos, Craig Costello, Michael Naehrig

Advances in Cryptology – CRYPTO | August 2024

Publication

Oblivious issuance of proofs

Michele Orrù, Stefano Tessaro, Greg Zaverucha, Chenzhi Zhu

Advances in Cryptology — CRYPTO 2024 | August 2024

Publication

ElectionGuard: a Cryptographic Toolkit to Enable Verifiable Elections

Josh Benaloh, Michael Naehrig, Olivier Pereira, D. Wallach

USENIX Security | August 2024

Podcast

Advanced AI may make it easier for bad actors to deceive others online. A multidisciplinary research team is exploring one solution: a credential that allows people to show they’re not bots without sharing identifying information.…

Stylized microphone and sound waves illustration.

Publication

Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online

Steven Adler, Zoë Hitzig, Shrey Jain, Catherine Brewer, Wayne Chang, Renée DiResta, Eddy Lazzarin, Sean McGregor, Wendy Seltzer, Divya Siddarth, Nouran Soliman, Tobin South, Connor Spelliscy, Manu Sporny, Varya Srivastava, John Bailey, Brian Christian, Andrew Critch, Ronnie Falcon, Heather Flanagan, Kim Hamilton Duffy, Eric Ho, Claire R. Leibowicz, Srikanth Nadhamuni, Alan Z. Rozenshtein, David Schnurr, Evan Shapiro, Lacey Strahm, Andrew Trask, Zoe Weinberg, Cedric Whitney, Tom Zick

August 2024

Publication