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

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发布日期

论文与出版物

Exploring Design and Governance Challenges in the Development of Privacy-Preserving Computation

Nitin Agrawal, Reuben Binns, Max Van Kleek, Kim Laine, Nigel Shadbolt

CHI ’21 | January 2021

论文与出版物

SuperSolver: accelerating the Delfs-Galbraith algorithm with fast subfield root detection

Maria Corte-Real Santos, Craig Costello, Jia Shi

December 2020

视频

论文与出版物

Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service

Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil

2020 Recent Advances in Intrusion Detection | December 2020

论文与出版物

D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks

Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil

2020 SIAM International Conference on Data Mining | December 2020

微软研究院博客

Research at Microsoft 2020: Addressing the present while looking to the future

2020年12月17日 | Eyal Ofek, Jenn Wortman Vaughan, Hanna Wallach, Ed Cutrell, Josh Benaloh, Craig Costello, Christian Paquin, Akshay Krishnamurthy, Devon Hjelm, Sam Devlin, Katja Hofmann

Microsoft researchers pursue the bi…

视频

Investigating Secure Development In Practice A Human-Centered Perspective

2020年12月16日 | Michelle Mazurek

Secure development is not just a te…

the video title slide for Michelle Mazurek's session during the Developing Secure Systems Summit

01:37:15

活动

Developing Secure Systems Summit – Online Seminar Series: Fall 2020

December 16, 2020 | Virtual/Online

The Developing Secure Systems Summi…

illustration lines at different angles with intersection points representing connected network systems

论文与出版物

An Attack on Some Signature Schemes Constructed from Five-Pass Identification Schemes

Daniel Kales, Greg Zaverucha

CANS 2020, Conference on Cryptology and Network Security | December 2020

Best paper award

项目项目

论文与出版物

Identification of Significant Permissions for Efficient Android Malware Detection

Hemant Rathore, Sanjay K. Sahay, Ritvik Rajvanshi, Mohit Sewak

2020 Broadband Communications, Networks and Systems | December 2020

论文与出版物

Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering

Hemant Rathore, Sanjay K. Sahay, Shivin Thukral, Mohit Sewak

2020 Broadband Communications, Networks and Systems | December 2020

Security, privacy, and cryptography

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