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Muhammad Maaz Irfan
Muhammad Maaz Irfan

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Nov 3, 2021

Create an Application Using Streamlit

Streamlit is all about speed and interaction. It is a web application framework that helps you build and develop Python web applications. …

Github

2 min read

Create an Application Using Streamlit
Create an Application Using Streamlit

Apr 5, 2021

Sentiment analysis for twitter tweets

Index: Tweets; NLP; Analysis; Machine learning Sentiment analysis (also known as opinion mining or emotion AI) refers to the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information. Sentiment analysis is widely applied to the voice…

NLP

3 min read

Sentiment analysis for twitter tweets
Sentiment analysis for twitter tweets

Jul 28, 2020

Summarize Version of Survey On Differential Privacy in the Shuffle Model: A Survey of Separations

Keywords: Encryption; Big data; Cloud Computing; Data privacy; Anonymization; Introduction: In the last decade, due to the increase of using the internet and web-based applications, data security concerns turn out to be important than ever before. Big data gives many opportunities to advance science by improving health care promoting economic…

Differential Privacy

6 min read

Summarize Version of Survey On Differential Privacy in the Shuffle Model: A Survey of Separations
Summarize Version of Survey On Differential Privacy in the Shuffle Model: A Survey of Separations

Jun 29, 2020

Overview of Anonymization with Multi-Dimensional Sensitivity-based Anonymization

Keywords: Encryption; Big data; Cloud Computing; Data privacy; Anonymization; Introduction: In the last decade, due to the increase of using the internet and web-based applications, data security concerns turn out to be important than ever before. Big data gives many opportunities to advance science by improving health care promoting economic…

Big Data

5 min read

Overview of Anonymization with Multi-Dimensional Sensitivity-based Anonymization
Overview of Anonymization with Multi-Dimensional Sensitivity-based Anonymization

Jun 9, 2020

Privacy-Preserving with Intel SGX

Keywords: Secure computing, Privacy, Trusted Execution, Intel SGX (Software Guard Extensions) Introduction: In the last few years, the usage of smart devices has been increased, these smart devices which are also known as the Internet of Things (IoT) give solutions and used for communication protocols towards a range of more…

Intel

5 min read

Privacy-Preserving with Intel SGX
Privacy-Preserving with Intel SGX

May 13, 2020

Information Security and Encryption Algorithms

Keywords: Cryptography; cryptanalysis; Cryptographic algorithms; encryption; Privacy-preserving; Security; Blowfish; Speed Introduction: Due to the increase of using the internet and web-based applications, data security concern turns out to be important than ever before. The collection of heterogeneous data is more convenient nowadays. Vulnerability raises major concerns in security-sensitive environments. Leakage…

Encryption

5 min read

Information Security and Encryption Algorithms
Information Security and Encryption Algorithms

May 5, 2020

Overview On Advanced Encryption Standard (AES)

Keywords: Advanced Encryption Standard (AES); cryptography; cryptanalysis; Cryptographic algorithms; encryption; Privacy-preserving; Security Introduction: In the last era when the internet is getting popular and users increased day by day. Security and privacy concerns are growing, because of the accessibility of big data; the collection of heterogeneous data is more convenient…

Encryption

5 min read

Overview On Advanced Encryption Standard (AES)
Overview On Advanced Encryption Standard (AES)

Mar 29, 2020

Inference Attacks

Index Terms: Machine Learning, Federated Learning, Inference Attacks, Backdoor Big data gives many opportunities to advance science by improving health care promoting economic growth and reforming the education system. Recently, deep learning is extensively used at learning non-learning features from complex data and widely used in image recognition, feature extraction…

Machine Learning

5 min read

Inference Attacks
Inference Attacks

Mar 29, 2020

Machine Learning Models

There are some machine learning algorithms such as Support vector machine, random forest, and naïve Bayes, etc. In the following article, we are going to discuss each learning algorithm and give a comparison by using f1 score or accuracy. Support Vector Machine (SVM) SVM is a classification technique and has…

Support Vector Machine

6 min read

Machine Learning Models
Machine Learning Models
Muhammad Maaz Irfan

Muhammad Maaz Irfan

Researcher at NBIC Shandong Provincial Key Lab,China

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