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Steganalysis Scanners #207

Merged
merged 4 commits into from
May 15, 2022
Merged

Steganalysis Scanners #207

merged 4 commits into from
May 15, 2022

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phutelmyer
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@phutelmyer phutelmyer commented May 15, 2022

Describe the change
Modifications of PR: #206

Implements steganalysis scanners. For more information, please see above PR.

Describe testing procedures
Obtained various images utilizing steganography techniques (e.g., least significant bit, end of file, noise floor) and tested against developed scaners.

Sample output
New scanner output example:

    "lsb": {
      "elapsed": 0.007413,
      "lsb": false
    },
    "nf": {
      "elapsed": 0.00739,
      "noise_floor": true,
      "percentage": 0.0000013857363387183047,
      "threshold": 0.25
    },
    "ocr": {
      "elapsed": 0.737444,
      "text": [
        "This",
        "image",
        "totally",
        "doesn't",
        "have",
        "any",
        "hidden",
        "messages.",
        "zrbj",
        "zrbj"
      ]
    },
    "png_eof": {
      "PNG_EOF": "\r\nQuick! Look Behind you! There's absolutely noting unusual there!",
      "elapsed": 0.00012,
      "trailer_index": 48644
    },

Checklist

  • My code follows the style guidelines of this project
  • I have performed a self-review of and tested my code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings

tuduongquyet and others added 3 commits May 3, 2022 10:57
As a capstone project for the University of Minnesota, we added 3 algorithms to Strelka: Beyond End-of-file, Least Significant Bit, and Noise Floor. There was one additional dependency of OpenCV2. A version of OpenCV was already included, but was not the correct version for our implementation.

We created several images that were designed to cause the tests to flag the image in the resulting strelka.log file. These were tested repeatedly to ensure Strelka doesn't crash and produces the correct output.
- Add .gitatributes file to fix LE issues
@phutelmyer phutelmyer added the enhancement New feature or request label May 15, 2022
@phutelmyer phutelmyer merged commit bab008d into master May 15, 2022
@phutelmyer phutelmyer mentioned this pull request May 15, 2022
@phutelmyer phutelmyer deleted the steganalysis_scanners branch July 26, 2022 23:24
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2 participants