Skip to yearly menu bar Skip to main content


(8 events)   Timezone:  
Show all
The 2021 schedule is still incomplete
Toggle Poster Visibility
Oral
Thu Jul 22 05:00 PM -- 05:20 PM (PDT)
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
In Security and Explanability
Maximilian Lam · Gu-Yeon Wei · David Brooks · Vijay Janapa Reddi · Michael Mitzenmacher
[ Paper ]
Spotlight
Thu Jul 22 05:20 PM -- 05:25 PM (PDT)
Provable Lipschitz Certification for Generative Models
In Security and Explanability
Matt Jordan · Alexandros Dimakis
[ Paper ]
Spotlight
Thu Jul 22 05:25 PM -- 05:30 PM (PDT)
HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture
In Security and Explanability
Qian Lou · Lei Jiang
[ Paper ]
Spotlight
Thu Jul 22 05:30 PM -- 05:35 PM (PDT)
Explanations for Monotonic Classifiers.
In Security and Explanability
Joao Marques-Silva · Thomas Gerspacher · Martin Cooper · Alexey Ignatiev · Nina Narodytska
[ Paper ]
Spotlight
Thu Jul 22 05:35 PM -- 05:40 PM (PDT)
Lossless Compression of Efficient Private Local Randomizers
In Security and Explanability
Vitaly Feldman · Kunal Talwar
[ Paper ]
Spotlight
Thu Jul 22 05:40 PM -- 05:45 PM (PDT)
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
In Security and Explanability
Chulin Xie · Minghao Chen · Pin-Yu Chen · Bo Li
[ Paper ]
Spotlight
Thu Jul 22 05:45 PM -- 05:50 PM (PDT)
Grey-box Extraction of Natural Language Models
In Security and Explanability
Santiago Zanella-Beguelin · Shruti Tople · Andrew Paverd · Boris Köpf
[ Paper ]
Q&A
Thu Jul 22 05:50 PM -- 05:55 PM (PDT)
Q&A
In Security and Explanability