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Unnamed: 0
int64
0
338k
twist_plus_2
float64
-10.16
2.08
twist_plus_3
float64
-6.15
4.68
twist_plus_4
float64
-5.12
3.82
twist_plus_5
float64
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4.23
twist_plus_6
float64
-4.67
3.67
twist_plus_7
float64
-4.91
5.89
twist_plus_8
float64
-4.54
4.61
twist_plus_9
float64
-4.55
4.64
twist_plus_10
float64
-4.53
4.3
twist_plus_11
float64
-4.18
6.32
twist_plus_12
float64
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4.11
twist_plus_13
float64
-3.95
5.54
twist_plus_14
float64
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5.15
twist_plus_15
float64
-3.42
5.39
twist_plus_16
float64
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twist_plus_17
float64
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5.63
twist_plus_18
float64
-2.7
3.41
twist_plus_19
float64
-2.99
4.16
twist_plus_20
float64
-2.2
2.68
twist_plus_21
float64
-2.09
2.39
twist_plus_22
float64
-2.13
1.98
twist_plus_23
float64
-2.21
2.07
twist_plus_24
float64
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twist_plus_25
float64
-1.91
1.37
twist_plus_plus_2
float64
-8.38
4.91
twist_plus_plus_3
float64
-5.27
5.75
twist_plus_plus_4
float64
-5.67
4.85
twist_plus_plus_5
float64
-5.39
4.59
twist_plus_plus_6
float64
-5.5
3.29
twist_plus_plus_7
float64
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twist_plus_plus_8
float64
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twist_plus_plus_9
float64
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twist_plus_plus_10
float64
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twist_plus_plus_11
float64
-4.87
6.38
twist_plus_plus_12
float64
-4.74
3.79
twist_plus_plus_13
float64
-5.55
5.01
twist_plus_plus_14
float64
-4.95
4.52
twist_plus_plus_15
float64
-4.71
4.34
twist_plus_plus_16
float64
-4.92
4.43
twist_plus_plus_17
float64
-6.09
6.14
twist_plus_plus_18
float64
-5.81
4.58
twist_plus_plus_19
float64
-6.72
6.65
twist_plus_plus_20
float64
-6.2
4.49
twist_plus_plus_21
float64
-6.23
5.65
twist_plus_plus_22
float64
-7.1
6.29
twist_plus_plus_23
float64
-8.43
7.14
twist_plus_plus_24
float64
-6.86
6.21
twist_plus_plus_25
float64
0
0
length
float64
0
1
has_repeated_sequences
float64
0
1
key_length
int64
3
25
ic_english
float64
0.07
0.07
ic
float64
0.04
0.55
hi7
float64
0.31
1
delta7
float64
0
1
avg_ic_3
float64
0.03
1
avg_ic_4
float64
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0.55
avg_ic_5
float64
0.03
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avg_ic_6
float64
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1
avg_ic_7
float64
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0.55
avg_ic_8
float64
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avg_ic_9
float64
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avg_ic_10
float64
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avg_ic_11
float64
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avg_ic_12
float64
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avg_ic_13
float64
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avg_ic_14
float64
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avg_ic_15
float64
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avg_ic_16
float64
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avg_ic_17
float64
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avg_ic_18
float64
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avg_ic_19
float64
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avg_ic_20
float64
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avg_ic_21
float64
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avg_ic_22
float64
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avg_ic_23
float64
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avg_ic_24
float64
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avg_ic_25
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Vigenère Cipher Key Length Prediction Dataset

Dataset Details

This dataset is inspired by the paper "An Artificial Neural Network Approach to Finding the Key Length of the Vigenère Cipher" by Christian Millichap and Yeeka Yau. The dataset is designed to support training a Neural Network for predicting the key length of encrypted text using features extracted from ciphertext.

Dataset Description

Data Preparation

The training data was collected from multiple text files available on Kaggle. The text was preprocessed as follows:

  • Removed numbers, punctuation, and extra whitespace.
  • Converted all characters to lowercase.
  • Segmented into non-repeating text chunks of lengths between 200 and 500 characters.
  • The dataset was balanced with 1123 samples per length category.

Each text segment was encrypted using the Vigenère cipher with a randomly selected key length in the range [3, 25].

Feature Extraction

Feature computation was performed in Python based on methods detailed in the original paper. The dataset includes 77 extracted features, grouped into the following categories:

  • Length of Ciphertext (N)
  • Repeated Sequence Count (number of repeated trigrams/quadgrams)
  • Index of Coincidence (IC)
  • Twist-based Features (Twist, Twist+, Twist++)
  • Average IC for Cosets (for key lengths 3 ≤ m ≤ 25)
  • Hi-7: Sum of the top 7 most frequent letter percentages
  • Δ-7: Difference between the top 7 most frequent letters and the least 7

Feature Scaling

To ensure proper training convergence, feature scaling was applied:

  • Length of ciphertext, Repeated Sequence Count were scaled to (0,1).
  • Twist+ and Twist++ values (ranging from -50 to 50) were scaled to (-2.5, 2.5).

Notes

  • The "Has repeated sequences" feature was modified: Instead of a simple binary (0/1), it represents the number of sequences that repeat at least 3 times.

  • This adjustment avoids data imbalance, as binary values would be skewed heavily towards 1.

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Uses

This dataset can be used for:

  • Training machine learning models to predict Vigenère cipher key lengths.
  • Evaluating cryptographic analysis techniques that combine classical methods (e.g., Index of Coincidence) with deep learning.

Direct Use

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Dataset Structure

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Source Data

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