Muhammad Ahmad Kaleem

14 papers A* 5B 1Journal 8
YearRankTypeTitle / Venue / Authors
2024 A* conf
Memorization in Self-Supervised Learning Improves Downstream Generalization.
ICLR
Wenhao Wang, Muhammad Ahmad Kaleem, Adam Dziedzic, Michael Backes, Nicolas Papernot, Franziska Boenisch
2024 J jnl
Memorization in Self-Supervised Learning Improves Downstream Generalization.
CoRR
Wenhao Wang, Muhammad Ahmad Kaleem, Adam Dziedzic, Michael Backes, Nicolas Papernot, Franziska Boenisch
2024 B conf
Subset Adaptive Relaying for Streaming Erasure Codes.
ISIT
Muhammad Ahmad Kaleem, Gustavo Kasper Facenda, Ashish Khisti
2024 J jnl
Subset Adaptive Relaying for Streaming Erasure Codes.
CoRR
Muhammad Ahmad Kaleem, Gustavo Kasper Facenda, Ashish Khisti
2023 J jnl
Private Multi-Winner Voting for Machine Learning.
Proc. Priv. Enhancing Technol.
Adam Dziedzic, Christopher A. Choquette-Choo, Natalie Dullerud, Vinith M. Suriyakumar, Ali Shahin Shamsabadi, Muhammad Ahmad Kaleem, Somesh Jha, Nicolas Papernot, Xiao Wang
2023 A* conf
Robust and Actively Secure Serverless Collaborative Learning.
NeurIPS
Nicholas Franzese, Adam Dziedzic, Christopher A. Choquette-Choo, Mark R. Thomas, Muhammad Ahmad Kaleem, Stephan Rabanser, Congyu Fang, Somesh Jha, Nicolas Papernot, Xiao Wang
2023 J jnl
Robust and Actively Secure Serverless Collaborative Learning.
CoRR
Olive Franzese, Adam Dziedzic, Christopher A. Choquette-Choo, Mark R. Thomas, Muhammad Ahmad Kaleem, Stephan Rabanser, Congyu Fang, Somesh Jha, Nicolas Papernot, Xiao Wang
2022 A* conf
Dataset Inference for Self-Supervised Models.
NeurIPS
Adam Dziedzic, Haonan Duan, Muhammad Ahmad Kaleem, Nikita Dhawan, Jonas Guan, Yannis Cattan, Franziska Boenisch, Nicolas Papernot
2022 J jnl
Dataset Inference for Self-Supervised Models.
CoRR
Adam Dziedzic, Haonan Duan, Muhammad Ahmad Kaleem, Nikita Dhawan, Jonas Guan, Yannis Cattan, Franziska Boenisch, Nicolas Papernot
2022 A* conf
Increasing the Cost of Model Extraction with Calibrated Proof of Work.
ICLR
Adam Dziedzic, Muhammad Ahmad Kaleem, Yu Shen Lu, Nicolas Papernot
2022 J jnl
Increasing the Cost of Model Extraction with Calibrated Proof of Work.
CoRR
Adam Dziedzic, Muhammad Ahmad Kaleem, Yu Shen Lu, Nicolas Papernot
2022 A* conf
On the Difficulty of Defending Self-Supervised Learning against Model Extraction.
ICML
Adam Dziedzic, Nikita Dhawan, Muhammad Ahmad Kaleem, Jonas Guan, Nicolas Papernot
2022 J jnl
On the Difficulty of Defending Self-Supervised Learning against Model Extraction.
CoRR
Adam Dziedzic, Nikita Dhawan, Muhammad Ahmad Kaleem, Jonas Guan, Nicolas Papernot
2022 J jnl
Private Multi-Winner Voting for Machine Learning.
CoRR
Adam Dziedzic, Christopher A. Choquette-Choo, Natalie Dullerud, Vinith Menon Suriyakumar, Ali Shahin Shamsabadi, Muhammad Ahmad Kaleem, Somesh Jha, Nicolas Papernot, Xiao Wang