Aisha ElbadrawyWhy I’m taking a Digital Marketing NanodegreeAs a Software Engineer who is trying to start her own small side business. First trying to make time to work on it while juggling a full…Nov 16, 2020Nov 16, 2020
Aisha ElbadrawyinDataDrivenInvestorDifferential Privacy for Deep Learning -an Example-We have previously defined differential privacy in a deep learning context, now, we’re going to discuss a simple example to better…Jul 15, 2019Jul 15, 2019
Aisha ElbadrawyinSecure and Private AI Writing ChallengeDifferential Privacy for Deep LearningYou might be wandering, if you have read the previous articles on differential privacy, what does all this querying have to do with deep…Jul 8, 2019Jul 8, 2019
Aisha ElbadrawyinSecure and Private AI Writing ChallengeFormal Definition of Differential PrivacyWe have previously discussed that there are two methods for adding noise, "Local Differential Privacy", where noise was added to each…Jul 7, 2019Jul 7, 2019
Aisha ElbadrawyinSecure and Private AI Writing ChallengeTypes of Differential PrivacyTo achieve differential privacy we have to add noise to our data to protect the user's privacy. This could be done either locally or…Jul 3, 2019Jul 3, 2019
Aisha ElbadrawyPerforming a Differencing AttackWe are going to talk about how to compromise, or attack differential privacy, using the simplest attack, which is the differencing attack.Jul 2, 2019Jul 2, 2019
Aisha ElbadrawyinSecure and Private AI Writing ChallengeEvaluating the Privacy of a FunctionAfter defining Differential Privacy , let’s explore a hands on example, to get a better sense on how it could be applied, when working…Jul 1, 2019Jul 1, 2019
Aisha ElbadrawyinSecure and Private AI Writing ChallengeDifferential PrivacyWhat is Differential PrivacyJun 30, 2019Jun 30, 2019
Aisha ElbadrawyDeep Learning IndabaX Egypt — My Experience —A Deep Learning IndabaX is a locally-organised, conference that helps spread knowledge and build capacity in machine learning. The IndabaX…May 11, 2019May 11, 2019
Aisha ElbadrawyJava RegexA Regex which is short for Regular Expressions is a text that is used to search a String.Mar 12, 2019Mar 12, 2019