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 (92)

Melissa Chase (74)

Nishanth Chandran (67)

Kim Laine (58)

Michael Naehrig (55)

Santiago Zanella-Béguelin (53)

Jack W. Stokes (49)

Divya Gupta (47)

Srinath Setty (41)

Shruti Tople (41)

Josh Benaloh (40)

Cormac Herley (39)

Aseem Rastogi (38)

Manuel Costa (37)

Nikhil Swamy (36)

Greg Zaverucha (35)

Marcus Peinado (34)

Patrick Longa (34)

Shuo Chen (34)

Sangho Lee (33)

Antoine Delignat-Lavaud (32)

Weidong Cui (32)

Boris Köpf (30)

Christian Paquin (26)

Ramarathnam Venkatesan (26)

Zinan Lin (26)

Karen Easterbrook (25)

Stefan Saroiu (23)

Alec Wolman (22)

Robert Sim (22)

Tahina Ramananandro (21)

Betül Durak (21)

Lukas Wutschitz (20)

Dinei Florencio (19)

Jay Lorch (18)

Chris Hawblitzel (17)

Tolga Acar (17)

Sergey Yekhanin (17)

Stavros Volos (17)

Janardhan (Jana) Kulkarni (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)

Weiteng Chen (13)

John (JD) Douceur (12)

Matthew J. Parkinson (12)

Ahmed Salem (12)

Margus Veanes (11)

Jay Bosamiya (11)

Kate Crawford (10)

Radames Cruz Moreno (10)

Juan M. Lavista Ferres (10)

Oleksii Oleksenko (10)

Dennis Mattoon (9)

Eric Horvitz (9)

Marina Polishchuk (9)

Mike Walker (9)

Ziqiao Zhou (9)

E. Glen Weyl (8)

Lidong Zhou (8)

Raghav Kaushik (8)

Landon Cox (8)

Brian Caswell (8)

Heidi Howard (8)

Emre Kiciman (7)

Manik Varma (7)

Venkat Padmanabhan (7)

Suman Nath (7)

Hamed Khanpour (7)

Weiwei Yang (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)

Xiaodong Liu (5)

Xian Zhang (5)

Sepideh Mahabadi (5)

Sarah Smith (5)

Jennifer Chayes (4)

John Langford (4)

Jianfeng Gao (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)

Chris White (3)

Ganesh Ananthanarayanan (3)

Jaron Lanier (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)

Kate Lytvynets (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)

Andrew Jenks (3)

Sara Abdali (3)

Guido Martínez (3)

Roshan Dathathri (3)

Jessica Young (3)

Luca Wilke (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)

Scott Counts (2)

Ed Cutrell (2)

Dongmei Zhang (2)

Ece Kamar (2)

Hannes Gamper (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)

Vaishnavi Ranganathan (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)

Hao Cheng (2)

Ashley J. Llorens (2)

Xiaoyuan Yi (2)

Jue Zhang (2)

Xuchao Zhang (2)

Sarah Fakhoury (2)

Saikat Chakraborty (2)

Gabriel Ebner (2)

Xiaoting Qin (2)

Victor Reis (2)

Son Ho (2)

Jing Liu (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)

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)

Navin Goyal (1)

Nikos Karampatziakis (1)

Nirupama Chandrasekaran (1)

Paolo Costa (1)

Peter Bodík (1)

Qiufeng Yin (1)

Richard Banks (1)

Sameh Elnikety (1)

Sebastian Burckhardt (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)

Xing Xie (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)

Akshay Nambi (1)

Pratik Ghosh (1)

Dave Bignell (1)

Sudha Rao (1)

Javier Hernandez (1)

Jianxun Lian (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)

Kevin Hsieh (1)

Mengting Wan (1)

Manthan Thakker (1)

Donald Ngwe (1)

Hang Dong (1)

Madeleine Daepp (1)

Jenna Butler (1)

Josh Mandel (1)

Camille Couturier (1)

Neha Parikh Shah (1)

Dongdong Chen (1)

Suvam Mukherjee (1)

Jugal Parikh (1)

Forough Poursabzi (1)

Kevin Larson (1)

Xiyang Dai (1)

Pedro Henrique Penna (1)

Rafael da Silva (1)

Xuan Feng (1)

Michael Hansen (1)

Qianhui Wu (1)

Roberto Santos (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)

Thomas Roca, PhD (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)

Corby Rosset (1)

Si Qin (1)

Dominic Ayre (1)

Mukul Singh (1)

Mahati Chamarthy (1)

Jay Li (1)

Takuro Sato (1)

Bruno Silva (1)

Riyaz Pishori (1)

Dan Vann (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)

Hui Xue (1)

Dimitra Giantsidi (1)

Sathvik Prasad (1)

Samuel Lee (1)

Samreen Khadeer (1)

Hayley LeBlanc (1)

Jay Gala (1)

Bruce Wittmann (1)

Vineeth N Balasubramanian (1)

Andrew Zhao (1)

Pratyusha Sharma (1)

Ioanna Tzialla (1)

Sai Deng (1)

Rishi Sharma (1)

Published Date

Publication

Engineering Performance and Security with Cipherbase

Arvind Arasu, Spyros Blanas, Ken Eguro, Manas Joglekar, Raghav Kaushik, Donald Kossmann, Ravi Ramamurthy, Prasang Upadhyaya, Ramarathnam Venkatesan

Data Engineering Bulletin | December 2012

Publication

Four-Dimensional Gallant-Lambert-Vanstone Scalar Multiplication

Patrick Longa, Francesco Sica

Advances in Cryptology – ASIACRYPT 2012 | December 2012

Advances in Cryptology – ASIACRYPT 2012

Publication

Fully Automated Analysis of Padding-Based Encryption in the Computational Model

Gilles Barthe, Juan Manuel Crespo, César Kunz, Benjamin Grégoire, Yassine Lakhnech, Santiago Zanella-Béguelin

MSR-TR-2012-128 | December 2012

IACR Cryptology ePrint Archive 2012

Publication

Dynamic Taint Tracking in Managed Runtimes

Ben Livshits

MSR-TR-2012-114 | November 2012

Publication

Practical Static Analysis of JavaScript Applications in the Presence of Frameworks and Libraries

Magnus Madsen, Ben Livshits, Michael Fanning

MSR-TR-2012-66 | November 2012

Project

Research Collaboration Conferences for Women

A new initiative to build networks of female researchers in many areas of mathematics, through Research Collaboration Conferences at math institutes, which focus on building collaboration groups consisting of senior and junior women in a…

Publication

Plagiarizing Smartphone Applications: Attack Strategies and Defense Techniques

Rahul Potharaju, Andrew Newell, Cristina Nita-Rotuaru, Xiangyu Zhang

ACM International Symposium on Engineering Secure Software and Systems (ESSoS) | November 2012

Publication

ML confidential: Machine learning on encrypted data

Thore Graepel, Kristin Lauter, Michael Naehrig

Information Security and Cryptology-ICISC 2012 | November 2012

Information Security and Cryptology–ICISC 2012

Publication

Probabilistic Relational Verification for Cryptographic Implementations

Benjamin Gregoire, Pierre-Yves Strub, Nikhil Swamy, Santiago Zanella-Béguelin, Gilles Barthe, Cédric Fournet

November 2012

Publication

Privacy Technologies for Smart Grids – A Survey of Options

Marek Jawurek, Florian Kerschbaum, George Danezis

MSR-TR-2012-119 | November 2012

Project

Security, privacy, and cryptography

Highlights