Text Classification
Keras
English
sql-injection
malicious-sql
sql-injection-detection
malicious-sql-detection
deathsaber93 commited on
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Update README.md

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Fixed position of training data desc.

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  1. README.md +3 -3
README.md CHANGED
@@ -47,9 +47,6 @@ The best checkpoint has been saved and made available for use.
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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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-
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  #### Checkpointed Epoch
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  ```
@@ -67,6 +64,9 @@ available [here](dataset/benchmark.csv). The data was curated from the following
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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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+
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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