sumonbis

DS-Pipeline

This repository contains the source code and data used for the ICSE'22 paper on Data Science Pipeline.

Fair-AutoML

Fairify

This repository contains the replication package for ICSE'22 paper on fairness verification of neural networks.

FairPreprocessing

This repository contains the artifacts accompanied by the paper "Fair Preprocessing"

ML-Fairness

The repository contains code and data for the paper https://github.com/sumonbis/ML-Fairness/blob/master/ml-fairness.pdf, to be appeared at ESEC/FSE 2020.

MSR19-DataShowcase

This repository contains all the resources related to the MSR 2019 Data Showcase submission. The project is on creating a Github dataset that includes hundreds of Python repository metadata and ASTs.

NearDuplicateDetection

Near duplicate detection in a large collection of text using Locality Sensitive Hashing (LSH).

PathORAM

Path ORAM is a simple oblivious RAM algorithm. While using cloud platform or any other insecure memory, attack can be made using the access pattern. Oblivious RAM is the way to hide the memory access pattern with some extra bandwidth and memory overhead.

PEKS-with-Bloom-Filter

PEKS is one of the most used method to search keywords over encrypted data but can be susceptible to dictionary attack. In this project, I have implemented PEKS that originates from trapdoor permutations. Then I have used Bloom Filter to search keywords over the hashmap so that no dictionary attack can be made.

sumonbis.github.io

Personal academic website

sumonbis/FairPreprocessing

This repository contains the artifacts accompanied by the paper "Fair Preprocessing"

sumonbis/DS-Pipeline

This repository contains the source code and data used for the ICSE'22 paper on Data Science Pipeline.

sumonbis/ML-Fairness

The repository contains code and data for the paper https://github.com/sumonbis/ML-Fairness/blob/master/ml-fairness.pdf, to be appeared at ESEC/FSE 2020.

sumonbis/Fairify

This repository contains the replication package for ICSE'22 paper on fairness verification of neural networks.

sumonbis/sumonbis.github.io

Personal academic website

sumonbis/Uncertainty-in-DNN

Quantifying Uncertainty in Random Search for DNN Hyperparameter Optimization using a First Order Type

sumonbis/MSR19-DataShowcase

This repository contains all the resources related to the MSR 2019 Data Showcase submission. The project is on creating a Github dataset that includes hundreds of Python repository metadata and ASTs.

sumonbis/Fair-AutoML

sumonbis/23Shades

Artifact for "23 Shades of Self-Admitted Technical Debt: An Empirical Study on Machine Learning Software"

sumonbis/blog

This is the source of personal blog website.

sumonbis/BlogsAndTutorials

sumonbis/BoaNotebook

sumonbis/chiphuyen

sumonbis/CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

sumonbis/CyrisXD

sumonbis/drone-attacks

Demos of different attack scenarios for drones in MAVSDK

sumonbis/DSLTest

sumonbis/generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

sumonbis/hasinhayder

Portfolio

sumonbis/MisuAPI

sumonbis/Model-Extraction

sumonbis/neuralint

NeuraLint: Automatic Fault Detection for Deep Learning Programs Using Graph Transformations

sumonbis/NotebookRepo

sumonbis/SDDIResearchers

A list of researchers focused on software developer diversity and inclusion (SDDI).

sumonbis/starter-hugo-academic

🎓 创建一个学术网站. Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify.

sumonbis/sumonbis

sumonbis/terrytangyuan

My profile-level README.md with self-updating badges

sumonbis/TestData

sumonbis/TestNotebook

sumonbis/wowchemy-hugo-modules

🔥 The website builder for Hugo. No code, build with widgets! 创建在线课程，学术简历或初创网站。