The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.
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Faker is a Python package that generates fake data for you.
Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real databases. Free forever. MIT licensed.
Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.
- mimesis
- fake
- data
- generator
A synthetic data generator for text recognition
- synthetic
- data
- text-recognition
- training-set-generator
Synthetic data generation for tabular data
- synthetic-data
- machine-learning
- relational-datasets
- multi-table
Simple and powerful factories for mock data generation
- pydantic
- python
- dataclasses
- starlite
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
- tabular-data
- gans
- train-dataframe
- adversarial-filtering
Suricata, Snort and Zeek IDS rule and pcap testing system
Browser automation engine benchmark - Test bypass rates, performance & stealth against Cloudflare, DataDome, reCAPTCHA, Kasada, Imperva, Akamai, PerimeterX and other bot detection systems. Find the best browser for scraping.
- anti-detect
- antidetect-browser
- automation
- browser
Generate the smallest test dataset that provably catches broken data-mapping rules in ETL pipelines.
Benchmark harness and data: QEMU emulation vs native Buildx nodes for multi-arch container builds.
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
- clickhouse
- data-engineering
- data-generation
- devops
MINER provided by the paper "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing"
Tooling for deploying, linting and testing relational database code