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README.md
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**NUMBER OF INPUTS:** 2 - The SQL queries as string and extra numeric features.
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**NUMBER OF OUTPUTS:** 1 - Probability that the given SQL is malicious (the output layer uses a sigmoid activation).
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The training data is made available [here](dataset/train.csv) and the benchmark data is made
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available [here](dataset/benchmark.csv). The data was curated from the following sources -
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#### Checkpointed Epoch
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```
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#### Training Data
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1. https://www.kaggle.com/datasets/gambleryu/biggest-sql-injection-dataset/data
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2. https://huggingface.co/datasets/b-mc2/sql-create-context
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3. https://github.com/payloadbox/sql-injection-payload-list/tree/master/Intruder
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**NUMBER OF INPUTS:** 2 - The SQL queries as string and extra numeric features.
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**NUMBER OF OUTPUTS:** 1 - Probability that the given SQL is malicious (the output layer uses a sigmoid activation).
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#### Checkpointed Epoch
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```
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#### Training Data
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The training data is made available [here](dataset/train.csv) and the benchmark data is made
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available [here](dataset/benchmark.csv). The data was curated from the following sources -
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1. https://www.kaggle.com/datasets/gambleryu/biggest-sql-injection-dataset/data
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2. https://huggingface.co/datasets/b-mc2/sql-create-context
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3. https://github.com/payloadbox/sql-injection-payload-list/tree/master/Intruder
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