Approximate Calculation

Defensive Approximation: Securing CNNs using Approximate Computing

Authors: Amira Guesmi, Ihsen Alouani, Khaled Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael Abu-Ghazaleh | Published: 2020-06-13 | Updated: 2021-07-29
Adversarial Example
Adversarial Attack Detection
Approximate Calculation

Resilient Non-Submodular Maximization over Matroid Constraints

Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-04-02 | Updated: 2018-12-06
Convergence Analysis
Optimization Problem
Approximate Calculation

Hardening Quantum Machine Learning Against Adversaries

Authors: Nathan Wiebe, Ram Shankar Siva Kumar | Published: 2017-11-17
Detection of Model Extraction Attacks
Approximate Calculation
Quantum Machine Learning

CryptoDL: Deep Neural Networks over Encrypted Data

Authors: Ehsan Hesamifard, Hassan Takabi, Mehdi Ghasemi | Published: 2017-11-14
Differential Privacy
Encryption Technology
Approximate Calculation