diff --git a/.github/dependabot.yml b/.github/dependabot.yml deleted file mode 100644 index 90e05c40d0..0000000000 --- a/.github/dependabot.yml +++ /dev/null @@ -1,11 +0,0 @@ -# To get started with Dependabot version updates, you'll need to specify which -# package ecosystems to update and where the package manifests are located. -# Please see the documentation for all configuration options: -# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates - -version: 2 -updates: - - package-ecosystem: "github-actions" # See documentation for possible values - directory: "/" # Location of package manifests - schedule: - interval: "weekly" diff --git a/.github/workflows/report.yml b/.github/workflows/report.yml index 6443f52c50..5a9e2f63be 100644 --- a/.github/workflows/report.yml +++ b/.github/workflows/report.yml @@ -1,38 +1,33 @@ -name: Deploy-Book +name: Deploy CVE-ICU on: push: branches: [ main ] pull_request: branches: [ main ] schedule: - - cron: "0 */12 * * *" + - cron: "0 */4 * * *" -# This job installs dependencies, builds the book, and pushes it to `gh-pages` jobs: deploy-book: runs-on: ubuntu-20.04 steps: - - uses: actions/checkout@v3 - - uses: actions/setup-python@v4 + - uses: actions/checkout@v4 + - uses: actions/setup-python@v5 with: python-version: '3.11' architecture: 'x64' - # Install dependencies - - name: Install dependencies run: | - sudo apt-get install jupyter -y --fix-missing + sudo apt-get install jupyter unzip -y --fix-missing python -m pip install nbconvert python -m pip install --upgrade pip -r requirements.txt - name: Grab Needed Data run: | - sudo apt install unzip - wget https://nvd.nist.gov/feeds/json/cve/1.1/nvdcve-1.1-{2002..2023}.json.zip - unzip -o "*.zip" - wget https://raw.githubusercontent.com/CVEProject/cve-website/dev/src/assets/data/CNAsList.json - + wget -q https://nvd.handsonhacking.org/nvd.jsonl + wget -q https://raw.githubusercontent.com/CVEProject/cve-website/dev/src/assets/data/CNAsList.json + ls -lh - name: Run Notebooks env: GH_TOKEN: ${{ secrets.GH_TOKEN }} @@ -46,13 +41,13 @@ jobs: jupyter nbconvert --to notebook --inplace --execute CVE2021.ipynb jupyter nbconvert --to notebook --inplace --execute CVE2022.ipynb jupyter nbconvert --to notebook --inplace --execute CVE2023.ipynb - # jupyter nbconvert --to notebook --inplace --execute CVECNAMap.ipynb + jupyter nbconvert --to notebook --inplace --execute CVE2024.ipynb + jupyter nbconvert --to notebook --inplace --execute CVECNAMap.ipynb jupyter nbconvert --to notebook --inplace --execute CVECalendar.ipynb jupyter nbconvert --to notebook --inplace --execute CVEGrowth.ipynb jupyter nbconvert --to notebook --inplace --execute CVECVSS.ipynb jupyter nbconvert --to notebook --inplace --execute CVECNA.ipynb jupyter nbconvert --to notebook --inplace --execute CVECWE.ipynb - jupyter nbconvert --to notebook --inplace --execute CVECPE.ipynb - name: Commit changes uses: EndBug/add-and-commit@v9 @@ -60,7 +55,6 @@ jobs: default_author: github_actions env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - - name: Build the book run: | @@ -71,4 +65,4 @@ jobs: with: github_token: ${{ secrets.GITHUB_TOKEN }} publish_dir: ./_build/html - cname: cve.khulnasoft.com + cname: cve-icu diff --git a/.gitignore b/.gitignore index 8a8ec2dd71..2763f384ee 100644 --- a/.gitignore +++ b/.gitignore @@ -130,3 +130,4 @@ dmypy.json *.zip *.jpg *.json +*.jsonl diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md new file mode 100644 index 0000000000..d4e8783322 --- /dev/null +++ b/CODE_OF_CONDUCT.md @@ -0,0 +1,128 @@ +# Contributor Covenant Code of Conduct + +## Our Pledge + +We as members, contributors, and leaders pledge to make participation in our +community a harassment-free experience for everyone, regardless of age, body +size, visible or invisible disability, ethnicity, sex characteristics, gender +identity and expression, level of experience, education, socio-economic status, +nationality, personal appearance, race, religion, or sexual identity +and orientation. + +We pledge to act and interact in ways that contribute to an open, welcoming, +diverse, inclusive, and healthy community. + +## Our Standards + +Examples of behavior that contributes to a positive environment for our +community include: + +* Demonstrating empathy and kindness toward other people +* Being respectful of differing opinions, viewpoints, and experiences +* Giving and gracefully accepting constructive feedback +* Accepting responsibility and apologizing to those affected by our mistakes, + and learning from the experience +* Focusing on what is best not just for us as individuals, but for the + overall community + +Examples of unacceptable behavior include: + +* The use of sexualized language or imagery, and sexual attention or + advances of any kind +* Trolling, insulting or derogatory comments, and personal or political attacks +* Public or private harassment +* Publishing others' private information, such as a physical or email + address, without their explicit permission +* Other conduct which could reasonably be considered inappropriate in a + professional setting + +## Enforcement Responsibilities + +Community leaders are responsible for clarifying and enforcing our standards of +acceptable behavior and will take appropriate and fair corrective action in +response to any behavior that they deem inappropriate, threatening, offensive, +or harmful. + +Community leaders have the right and responsibility to remove, edit, or reject +comments, commits, code, wiki edits, issues, and other contributions that are +not aligned to this Code of Conduct, and will communicate reasons for moderation +decisions when appropriate. + +## Scope + +This Code of Conduct applies within all community spaces, and also applies when +an individual is officially representing the community in public spaces. +Examples of representing our community include using an official e-mail address, +posting via an official social media account, or acting as an appointed +representative at an online or offline event. + +## Enforcement + +Instances of abusive, harassing, or otherwise unacceptable behavior may be +reported to the community leaders responsible for enforcement at +@khulnasoft. +All complaints will be reviewed and investigated promptly and fairly. + +All community leaders are obligated to respect the privacy and security of the +reporter of any incident. + +## Enforcement Guidelines + +Community leaders will follow these Community Impact Guidelines in determining +the consequences for any action they deem in violation of this Code of Conduct: + +### 1. Correction + +**Community Impact**: Use of inappropriate language or other behavior deemed +unprofessional or unwelcome in the community. + +**Consequence**: A private, written warning from community leaders, providing +clarity around the nature of the violation and an explanation of why the +behavior was inappropriate. A public apology may be requested. + +### 2. Warning + +**Community Impact**: A violation through a single incident or series +of actions. + +**Consequence**: A warning with consequences for continued behavior. No +interaction with the people involved, including unsolicited interaction with +those enforcing the Code of Conduct, for a specified period of time. This +includes avoiding interactions in community spaces as well as external channels +like social media. Violating these terms may lead to a temporary or +permanent ban. + +### 3. Temporary Ban + +**Community Impact**: A serious violation of community standards, including +sustained inappropriate behavior. + +**Consequence**: A temporary ban from any sort of interaction or public +communication with the community for a specified period of time. No public or +private interaction with the people involved, including unsolicited interaction +with those enforcing the Code of Conduct, is allowed during this period. +Violating these terms may lead to a permanent ban. + +### 4. Permanent Ban + +**Community Impact**: Demonstrating a pattern of violation of community +standards, including sustained inappropriate behavior, harassment of an +individual, or aggression toward or disparagement of classes of individuals. + +**Consequence**: A permanent ban from any sort of public interaction within +the community. + +## Attribution + +This Code of Conduct is adapted from the [Contributor Covenant][homepage], +version 2.0, available at +https://www.contributor-covenant.org/version/2/0/code_of_conduct.html. + +Community Impact Guidelines were inspired by [Mozilla's code of conduct +enforcement ladder](https://github.com/mozilla/diversity). + +[homepage]: https://www.contributor-covenant.org + +For answers to common questions about this code of conduct, see the FAQ at +https://www.contributor-covenant.org/faq. Translations are available at +https://www.contributor-covenant.org/translations. diff --git a/CVE2016.ipynb b/CVE2016.ipynb index 9dd9d68dfd..e09690e099 100644 --- a/CVE2016.ipynb +++ b/CVE2016.ipynb @@ -15,10 +15,10 @@ "id": "91b44dc2", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:16:50.130854Z", - "iopub.status.busy": "2024-06-16T12:16:50.130685Z", - "iopub.status.idle": "2024-06-16T12:16:50.666612Z", - "shell.execute_reply": "2024-06-16T12:16:50.666044Z" + "iopub.execute_input": "2024-07-09T00:16:40.196847Z", + "iopub.status.busy": "2024-07-09T00:16:40.196366Z", + "iopub.status.idle": "2024-07-09T00:16:40.812806Z", + "shell.execute_reply": "2024-07-09T00:16:40.812227Z" }, "tags": [ "remove-cell" @@ -86,10 +86,10 @@ "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:16:50.668887Z", - "iopub.status.busy": "2024-06-16T12:16:50.668645Z", - "iopub.status.idle": "2024-06-16T12:17:35.240486Z", - "shell.execute_reply": "2024-06-16T12:17:35.239919Z" + "iopub.execute_input": "2024-07-09T00:16:40.815263Z", + "iopub.status.busy": "2024-07-09T00:16:40.814899Z", + "iopub.status.idle": "2024-07-09T00:16:59.716532Z", + "shell.execute_reply": "2024-07-09T00:16:59.715978Z" }, "tags": [ "remove-cell" @@ -97,79 +97,78 @@ }, "outputs": [], "source": [ - "\n", "row_accumulator = []\n", - "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + "for filename in glob.glob('nvd.jsonl'):\n", " with open(filename, 'r', encoding='utf-8') as f:\n", " nvd_data = json.load(f)\n", - " for entry in nvd_data['CVE_Items']:\n", - " cve = entry['cve']['CVE_data_meta']['ID']\n", + " for entry in nvd_data:\n", + " cve = entry['cve']['id']\n", " try:\n", - " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " assigner = entry['cve']['sourceIdentifier']\n", " except KeyError:\n", " assigner = 'Missing_Data'\n", " try:\n", - " published_date = entry['publishedDate']\n", + " published_date = entry['cve']['published']\n", " except KeyError:\n", " published_date = 'Missing_Data'\n", " try:\n", - " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " attack_vector = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['attackVector']\n", " except KeyError:\n", " attack_vector = 'Missing_Data'\n", " try:\n", - " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " attack_complexity = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['attackComplexity']\n", " except KeyError:\n", " attack_complexity = 'Missing_Data'\n", " try:\n", - " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " privileges_required = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['privilegesRequired']\n", " except KeyError:\n", " privileges_required = 'Missing_Data'\n", " try:\n", - " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " user_interaction = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['userInteraction']\n", " except KeyError:\n", " user_interaction = 'Missing_Data'\n", " try:\n", - " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " scope = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['scope']\n", " except KeyError:\n", " scope = 'Missing_Data'\n", " try:\n", - " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " confidentiality_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['confidentialityImpact']\n", " except KeyError:\n", " confidentiality_impact = 'Missing_Data'\n", " try:\n", - " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " integrity_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['integrityImpact']\n", " except KeyError:\n", " integrity_impact = 'Missing_Data'\n", " try:\n", - " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " availability_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['availabilityImpact']\n", " except KeyError:\n", " availability_impact = 'Missing_Data'\n", " try:\n", - " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " base_score = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['baseScore']\n", " except KeyError:\n", " base_score = '0.0'\n", " try:\n", - " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " base_severity = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['baseSeverity']\n", " except KeyError:\n", " base_severity = 'Missing_Data'\n", " try:\n", - " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " exploitability_score = entry['cve']['metrics']['cvssMetricV31'][0]['exploitabilityScore']\n", " except KeyError:\n", " exploitability_score = 'Missing_Data'\n", " try:\n", - " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " impact_score = entry['cve']['metrics']['cvssMetricV31'][0]['impactScore']\n", " except KeyError:\n", " impact_score = 'Missing_Data'\n", " try:\n", - " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", - " except IndexError:\n", + " cwe = entry['cve']['weaknesses'][0]['description'][0]['value']\n", + " except KeyError:\n", " cwe = 'Missing_Data'\n", " try:\n", - " description = entry['cve']['description']['description_data'][0]['value']\n", + " description = entry['cve']['descriptions'][0]['value']\n", " except IndexError:\n", " description = ''\n", - " new_row = { \n", - " 'CVE': cve, \n", + " new_row = {\n", + " 'CVE': cve,\n", " 'Published': published_date,\n", " 'AttackVector': attack_vector,\n", " 'AttackComplexity': attack_complexity,\n", @@ -187,10 +186,10 @@ " 'Description': description,\n", " 'Assigner' : assigner\n", " }\n", - " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " if not description.startswith('rejected reason'): \n", " row_accumulator.append(new_row)\n", " nvd = pd.DataFrame(row_accumulator)\n", - " \n", + " \n", "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2017-01-01'))\n", "nvd = nvd.loc[thisyear]\n", @@ -198,7 +197,7 @@ "nvd = nvd.reset_index(drop=True)\n", "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", - "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.nan);\n", "nvdcount = nvd['Published'].count()\n", "nvdunique = nvd['Published'].nunique()\n", "startdate = date(2000, 1, 1)\n", @@ -213,10 +212,10 @@ "id": "fb2368b3", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.242986Z", - "iopub.status.busy": "2024-06-16T12:17:35.242659Z", - "iopub.status.idle": "2024-06-16T12:17:35.253121Z", - "shell.execute_reply": "2024-06-16T12:17:35.252601Z" + "iopub.execute_input": "2024-07-09T00:16:59.719097Z", + "iopub.status.busy": "2024-07-09T00:16:59.718738Z", + "iopub.status.idle": "2024-07-09T00:16:59.728292Z", + "shell.execute_reply": "2024-07-09T00:16:59.727736Z" }, "tags": [ "remove-input" @@ -226,7 +225,7 @@ { "data": { "text/markdown": [ - "Total Number of CVEs: **79237**
Average CVEs Per Day: **12.76**
Average CVSS Score: **7.28**" + "Total Number of CVEs: **79237**
Average CVEs Per Day: **12.76**
Average CVSS Score: **7.71**" ], "text/plain": [ "" @@ -261,10 +260,10 @@ "id": "39c9867a", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.255145Z", - "iopub.status.busy": "2024-06-16T12:17:35.254970Z", - "iopub.status.idle": "2024-06-16T12:17:35.271869Z", - "shell.execute_reply": "2024-06-16T12:17:35.271439Z" + "iopub.execute_input": "2024-07-09T00:16:59.730556Z", + "iopub.status.busy": "2024-07-09T00:16:59.730240Z", + "iopub.status.idle": "2024-07-09T00:16:59.747604Z", + "shell.execute_reply": "2024-07-09T00:16:59.747180Z" }, "tags": [ "remove-cell" @@ -296,10 +295,10 @@ "id": "a776139d", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.274115Z", - "iopub.status.busy": "2024-06-16T12:17:35.273722Z", - "iopub.status.idle": "2024-06-16T12:17:35.491859Z", - "shell.execute_reply": "2024-06-16T12:17:35.491283Z" + "iopub.execute_input": "2024-07-09T00:16:59.749814Z", + "iopub.status.busy": "2024-07-09T00:16:59.749474Z", + "iopub.status.idle": "2024-07-09T00:16:59.994570Z", + "shell.execute_reply": "2024-07-09T00:16:59.993955Z" }, "tags": [ "remove-input" @@ -308,7 +307,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -342,10 +341,10 @@ "id": "endless-cylinder", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.494156Z", - "iopub.status.busy": "2024-06-16T12:17:35.493842Z", - "iopub.status.idle": "2024-06-16T12:17:35.708577Z", - "shell.execute_reply": "2024-06-16T12:17:35.707993Z" + "iopub.execute_input": "2024-07-09T00:16:59.996915Z", + "iopub.status.busy": "2024-07-09T00:16:59.996731Z", + "iopub.status.idle": "2024-07-09T00:17:00.179325Z", + "shell.execute_reply": "2024-07-09T00:17:00.178721Z" }, "tags": [ "remove-input" @@ -354,7 +353,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -390,10 +389,10 @@ "id": "common-louis", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.710873Z", - "iopub.status.busy": "2024-06-16T12:17:35.710557Z", - "iopub.status.idle": "2024-06-16T12:17:35.959685Z", - "shell.execute_reply": "2024-06-16T12:17:35.959083Z" + "iopub.execute_input": "2024-07-09T00:17:00.181567Z", + "iopub.status.busy": "2024-07-09T00:17:00.181255Z", + "iopub.status.idle": "2024-07-09T00:17:00.399978Z", + "shell.execute_reply": "2024-07-09T00:17:00.399374Z" }, "tags": [ "remove-input" @@ -402,7 +401,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -438,10 +437,10 @@ "id": "smooth-stupid", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:35.962056Z", - "iopub.status.busy": "2024-06-16T12:17:35.961621Z", - "iopub.status.idle": "2024-06-16T12:17:36.264342Z", - "shell.execute_reply": "2024-06-16T12:17:36.263746Z" + "iopub.execute_input": "2024-07-09T00:17:00.402160Z", + "iopub.status.busy": "2024-07-09T00:17:00.401867Z", + "iopub.status.idle": "2024-07-09T00:17:00.672119Z", + "shell.execute_reply": "2024-07-09T00:17:00.671494Z" }, "tags": [ "remove-input" @@ -450,7 +449,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -485,10 +484,10 @@ "id": "0652f359", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:36.266427Z", - "iopub.status.busy": "2024-06-16T12:17:36.266250Z", - "iopub.status.idle": "2024-06-16T12:17:36.398780Z", - "shell.execute_reply": "2024-06-16T12:17:36.398317Z" + "iopub.execute_input": "2024-07-09T00:17:00.674544Z", + "iopub.status.busy": "2024-07-09T00:17:00.674209Z", + "iopub.status.idle": "2024-07-09T00:17:00.811059Z", + "shell.execute_reply": "2024-07-09T00:17:00.810469Z" }, "tags": [ "remove-input" @@ -497,7 +496,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -530,10 +529,10 @@ "id": "96ff98c6", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:36.401023Z", - "iopub.status.busy": "2024-06-16T12:17:36.400687Z", - "iopub.status.idle": "2024-06-16T12:17:36.623364Z", - "shell.execute_reply": "2024-06-16T12:17:36.622881Z" + "iopub.execute_input": "2024-07-09T00:17:00.813135Z", + "iopub.status.busy": "2024-07-09T00:17:00.812949Z", + "iopub.status.idle": "2024-07-09T00:17:01.041131Z", + "shell.execute_reply": "2024-07-09T00:17:01.040532Z" }, "tags": [ "remove-input" @@ -542,7 +541,7 @@ "outputs": [ { "data": { - "image/png": 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", "text/plain": [ "
" ] @@ -587,10 +586,10 @@ "id": "6815f0a1", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:36.625586Z", - "iopub.status.busy": "2024-06-16T12:17:36.625250Z", - "iopub.status.idle": "2024-06-16T12:17:36.853711Z", - "shell.execute_reply": "2024-06-16T12:17:36.853172Z" + "iopub.execute_input": "2024-07-09T00:17:01.043790Z", + "iopub.status.busy": "2024-07-09T00:17:01.043305Z", + "iopub.status.idle": "2024-07-09T00:17:01.266926Z", + "shell.execute_reply": "2024-07-09T00:17:01.266445Z" }, "tags": [ "remove-input" @@ -599,7 +598,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -655,10 +654,10 @@ "id": "04a26e54", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:17:36.855995Z", - "iopub.status.busy": "2024-06-16T12:17:36.855655Z", - "iopub.status.idle": "2024-06-16T12:17:36.863090Z", - "shell.execute_reply": "2024-06-16T12:17:36.862668Z" + "iopub.execute_input": "2024-07-09T00:17:01.269095Z", + "iopub.status.busy": "2024-07-09T00:17:01.268884Z", + "iopub.status.idle": "2024-07-09T00:17:01.276200Z", + "shell.execute_reply": "2024-07-09T00:17:01.275768Z" }, "tags": [ "remove-input" @@ -668,7 +667,7 @@ { "data": { "text/html": [ - "\n", + "
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count
CPE
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\n", - "\n", - "\n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "nvd_cpe = nvd['CPE'].value_counts().head(50)\n", - "show(nvd_cpe, scrollY=\"400px\", scrollCollapse=True, paging=False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.10.6 64-bit", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - }, - "vscode": { - "interpreter": { - "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49" - } - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/CVECVSS.ipynb b/CVECVSS.ipynb index a35c609f93..132bd4cbbc 100644 --- a/CVECVSS.ipynb +++ b/CVECVSS.ipynb @@ -15,10 +15,10 @@ "id": "a8face4a-ddee-4bd5-a84e-97f2bd508491", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:13.162915Z", - "iopub.status.busy": "2024-06-16T12:26:13.162744Z", - "iopub.status.idle": "2024-06-16T12:26:13.473213Z", - "shell.execute_reply": "2024-06-16T12:26:13.472599Z" + "iopub.execute_input": "2024-07-09T00:24:51.364784Z", + "iopub.status.busy": "2024-07-09T00:24:51.364434Z", + "iopub.status.idle": "2024-07-09T00:24:51.732305Z", + "shell.execute_reply": "2024-07-09T00:24:51.731757Z" }, "tags": [ "remove-cell" @@ -61,10 +61,10 @@ "id": "fb89c5a2-83da-459d-be6c-456a949cf3dd", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:13.476170Z", - "iopub.status.busy": "2024-06-16T12:26:13.475682Z", - "iopub.status.idle": "2024-06-16T12:26:58.930879Z", - "shell.execute_reply": "2024-06-16T12:26:58.930330Z" + "iopub.execute_input": "2024-07-09T00:24:51.734728Z", + "iopub.status.busy": "2024-07-09T00:24:51.734484Z", + "iopub.status.idle": "2024-07-09T00:25:11.176552Z", + "shell.execute_reply": "2024-07-09T00:25:11.175998Z" }, "tags": [ "remove-cell" @@ -72,79 +72,78 @@ }, "outputs": [], "source": [ - "\n", "row_accumulator = []\n", - "for filename in glob.glob('nvdcve-1.1-*.json'):\n", + "for filename in glob.glob('nvd.jsonl'):\n", " with open(filename, 'r', encoding='utf-8') as f:\n", " nvd_data = json.load(f)\n", - " for entry in nvd_data['CVE_Items']:\n", - " cve = entry['cve']['CVE_data_meta']['ID']\n", + " for entry in nvd_data:\n", + " cve = entry['cve']['id']\n", " try:\n", - " assigner = entry['cve']['CVE_data_meta']['ASSIGNER']\n", + " assigner = entry['cve']['sourceIdentifier']\n", " except KeyError:\n", " assigner = 'Missing_Data'\n", " try:\n", - " published_date = entry['publishedDate']\n", + " published_date = entry['cve']['published']\n", " except KeyError:\n", " published_date = 'Missing_Data'\n", " try:\n", - " attack_vector = entry['impact']['baseMetricV3']['cvssV3']['attackVector']\n", + " attack_vector = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['attackVector']\n", " except KeyError:\n", " attack_vector = 'Missing_Data'\n", " try:\n", - " attack_complexity = entry['impact']['baseMetricV3']['cvssV3']['attackComplexity']\n", + " attack_complexity = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['attackComplexity']\n", " except KeyError:\n", " attack_complexity = 'Missing_Data'\n", " try:\n", - " privileges_required = entry['impact']['baseMetricV3']['cvssV3']['privilegesRequired']\n", + " privileges_required = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['privilegesRequired']\n", " except KeyError:\n", " privileges_required = 'Missing_Data'\n", " try:\n", - " user_interaction = entry['impact']['baseMetricV3']['cvssV3']['userInteraction']\n", + " user_interaction = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['userInteraction']\n", " except KeyError:\n", " user_interaction = 'Missing_Data'\n", " try:\n", - " scope = entry['impact']['baseMetricV3']['cvssV3']['scope']\n", + " scope = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['scope']\n", " except KeyError:\n", " scope = 'Missing_Data'\n", " try:\n", - " confidentiality_impact = entry['impact']['baseMetricV3']['cvssV3']['confidentialityImpact']\n", + " confidentiality_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['confidentialityImpact']\n", " except KeyError:\n", " confidentiality_impact = 'Missing_Data'\n", " try:\n", - " integrity_impact = entry['impact']['baseMetricV3']['cvssV3']['integrityImpact']\n", + " integrity_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['integrityImpact']\n", " except KeyError:\n", " integrity_impact = 'Missing_Data'\n", " try:\n", - " availability_impact = entry['impact']['baseMetricV3']['cvssV3']['availabilityImpact']\n", + " availability_impact = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['availabilityImpact']\n", " except KeyError:\n", " availability_impact = 'Missing_Data'\n", " try:\n", - " base_score = entry['impact']['baseMetricV3']['cvssV3']['baseScore']\n", + " base_score = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['baseScore']\n", " except KeyError:\n", " base_score = '0.0'\n", " try:\n", - " base_severity = entry['impact']['baseMetricV3']['cvssV3']['baseSeverity']\n", + " base_severity = entry['cve']['metrics']['cvssMetricV31'][0]['cvssData']['baseSeverity']\n", " except KeyError:\n", " base_severity = 'Missing_Data'\n", " try:\n", - " exploitability_score = entry['impact']['baseMetricV3']['exploitabilityScore']\n", + " exploitability_score = entry['cve']['metrics']['cvssMetricV31'][0]['exploitabilityScore']\n", " except KeyError:\n", " exploitability_score = 'Missing_Data'\n", " try:\n", - " impact_score = entry['impact']['baseMetricV3']['impactScore']\n", + " impact_score = entry['cve']['metrics']['cvssMetricV31'][0]['impactScore']\n", " except KeyError:\n", " impact_score = 'Missing_Data'\n", " try:\n", - " cwe = entry['cve']['problemtype']['problemtype_data'][0]['description'][0]['value']\n", - " except IndexError:\n", + " cwe = entry['cve']['weaknesses'][0]['description'][0]['value']\n", + " except KeyError:\n", " cwe = 'Missing_Data'\n", " try:\n", - " description = entry['cve']['description']['description_data'][0]['value']\n", + " description = entry['cve']['descriptions'][0]['value']\n", " except IndexError:\n", " description = ''\n", - " new_row = { \n", - " 'CVE': cve, \n", + " new_row = {\n", + " 'CVE': cve,\n", " 'Published': published_date,\n", " 'AttackVector': attack_vector,\n", " 'AttackComplexity': attack_complexity,\n", @@ -162,18 +161,16 @@ " 'Description': description,\n", " 'Assigner' : assigner\n", " }\n", - " if not description.startswith('** REJECT **'): # disputed, rejected and other non issues start with '**'\n", + " if not description.startswith('rejected reason'): \n", " row_accumulator.append(new_row)\n", " nvd = pd.DataFrame(row_accumulator)\n", - " \n", + " \n", "nvd['Published'] = pd.to_datetime(nvd['Published'])\n", - "thisyear = ((nvd['Published'] > '2000-01-01') & (nvd['Published'] < '2024-01-01'))\n", - "nvd = nvd.loc[thisyear]\n", "nvd = nvd.sort_values(by=['Published'])\n", "nvd = nvd.reset_index(drop=True)\n", "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", - "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.nan);\n", "nvdcount = nvd['Published'].count()\n", "nvdunique = nvd['Published'].nunique()\n", "startdate = date(2000, 1, 1)\n", @@ -196,10 +193,10 @@ "id": "6eb47510-9e6a-42c4-bb57-34763a056c67", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:58.933413Z", - "iopub.status.busy": "2024-06-16T12:26:58.933129Z", - "iopub.status.idle": "2024-06-16T12:26:59.343667Z", - "shell.execute_reply": "2024-06-16T12:26:59.343116Z" + "iopub.execute_input": "2024-07-09T00:25:11.179277Z", + "iopub.status.busy": "2024-07-09T00:25:11.178822Z", + "iopub.status.idle": "2024-07-09T00:25:11.564221Z", + "shell.execute_reply": "2024-07-09T00:25:11.563605Z" }, "tags": [ "remove-input" @@ -208,7 +205,7 @@ "outputs": [ { "data": { - "image/png": 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W7/Pggw/mkEMOSdeuXVNRUZE777yzwf7jjjsuFRUVDR4HHHBAgzULFizIMccck6qqqrRr1y7Dhg3LkiVLGqx55plnMmDAgLRq1Srdu3fP2LFjV5vltttuy3bbbZdWrVqlT58++fWvf732XwgAAAAA8Ilp1I2CDjvssAbPKyoq0qFDh3zpS1/KpZdeutbvs3Tp0uy000454YQTcsQRR6xxzQEHHJAbb7yx/Lxly5YN9h9zzDF5/fXXM2nSpKxYsSLHH398TjrppEyYMCFJUldXl/333z8DBw7MuHHj8uyzz+aEE05Iu3btctJJJyVJHnnkkRx99NEZM2ZMDj744EyYMCGHHXZYnnrqqfTu3XutPw8AAAAA8PFrVNSsr69fLz/8wAMPzIEHHviBa1q2bJnOnTuvcd8f//jHTJw4MU888UR22223JMl//dd/5aCDDsp//ud/pmvXrrn55puzfPny3HDDDamsrMwOO+yQGTNm5LLLLitHzSuuuCIHHHBAzjzzzCTJRRddlEmTJuWqq67KuHHj1stnBQAAAADWj/V6Tc2PwwMPPJCOHTtm2223zSmnnJK///3v5X3Tpk1Lu3btykEzSQYOHJhmzZrlscceK6/ZZ599UllZWV5TU1OTmTNn5o033iivGThwYIOfW1NTk2nTpr3vXMuWLUtdXV2DBwAAAADw8WvUkZqjRo1a67WXXXZZY35EkndOPT/iiCPSs2fPvPTSS/mP//iPHHjggZk2bVqaN2+e2tradOzYscFrWrRokU033TS1tbVJktra2vTs2bPBmk6dOpX3bbLJJqmtrS1ve/eaVe+xJmPGjMm3v/3tRn82AAAAAKBxGhU1n3766Tz99NNZsWJFtt122yTJn/70pzRv3jy77LJLeV1FRcVHGm7w4MHlP/fp0yc77rhjttpqqzzwwAPZb7/9PtJ7f1Tnnntug7hbV1eX7t27N+FEAAAAAPDZ0Kioecghh6Rt27a56aabsskmmyRJ3njjjRx//PEZMGBAzjjjjPU65CpbbrllNttss/z5z3/Ofvvtl86dO2fevHkN1rz99ttZsGBB+TqcnTt3zty5cxusWfX8w9a837U8k3eu9fnemxYBAAAAAB+/Rl1T89JLL82YMWPKQTNJNtlkk3z3u99dp7ufr6vXXnstf//739OlS5ckSf/+/bNw4cJMnz69vGbKlCmpr69P3759y2sefPDBrFixorxm0qRJ2Xbbbcvz9+/fP5MnT27wsyZNmpT+/ft/bJ8FAAAAAGicRkXNurq6zJ8/f7Xt8+fPz+LFi9f6fZYsWZIZM2ZkxowZSZJZs2ZlxowZmT17dpYsWZIzzzwzjz76aF555ZVMnjw5hx56aLbeeuvU1NQkSbbffvsccMABOfHEE/P444/nd7/7XU499dQMHjw4Xbt2TZJ87WtfS2VlZYYNG5bnn38+t9xyS6644ooGp46ffvrpmThxYi699NK88MILufDCC/Pkk0/m1FNPbczXAwAAAAB8jBoVNQ8//PAcf/zxuf322/Paa6/ltddeyy9+8YsMGzYsRxxxxFq/z5NPPpkvfOEL+cIXvpDknRsQfeELX8jo0aPTvHnzPPPMM/nyl7+cz3/+8xk2bFh23XXXPPTQQw1O+7755puz3XbbZb/99stBBx2UvffeO9ddd115f3V1dX7zm99k1qxZ2XXXXXPGGWdk9OjROemkk8pr9txzz0yYMCHXXXdddtppp/zP//xP7rzzzvTu3bsxXw8AAAAA8DGqKJVKpXV90T/+8Y9885vfzA033FA+rbtFixYZNmxYLrnkkrRp02a9D7qhq6urS3V1dRYtWpSqqqqmHgcA+BhUbH5RU48An3ml2ec39Qh8RH6XFpt/B4vPv4PF92n+93Bd+lqjbhS08cYb55prrskll1ySl156KUmy1VZbfSZjJgAAAADwyWrU6eervP7663n99dezzTbbpE2bNmnEQZ8AAAAAAOukUVHz73//e/bbb798/vOfz0EHHZTXX389STJs2LCcccYZ63VAAAAAAIB3a1TUHDlyZDbaaKPMnj07G2+8cXn7UUcdlYkTJ6634QAAAAAA3qtR19T8zW9+k/vuuy/dunVrsH2bbbbJX/7yl/UyGAAAAADAmjTqSM2lS5c2OEJzlQULFqRly5YfeSgAAAAAgPfTqKg5YMCA/OQnPyk/r6ioSH19fcaOHZt99913vQ0HAAAAAPBejTr9fOzYsdlvv/3y5JNPZvny5TnrrLPy/PPPZ8GCBfnd7363vmcEAAAAAChr1JGavXv3zp/+9KfsvffeOfTQQ7N06dIcccQRefrpp7PVVlut7xkBAAAAAMrW+UjNFStW5IADDsi4cePyrW996+OYCQAAANgAVWx+UVOPAJCkEUdqbrTRRnnmmWc+jlkAAAAAAD5Uo04/HzJkSK6//vr1PQsAAAAAwIdq1I2C3n777dxwww357W9/m1133TVt2rRpsP+yyy5bL8MBAAAAALzXOkXNl19+OVtssUWee+657LLLLkmSP/3pTw3WVFRUrL/pAAAAAADeY52i5jbbbJPXX389999/f5LkqKOOypVXXplOnTp9LMMBAAAAALzXOl1Ts1QqNXh+7733ZunSpet1IAAAAACAD9KoGwWt8t7ICQAAAADwcVunqFlRUbHaNTNdQxMAAAAA+CSt0zU1S6VSjjvuuLRs2TJJ8tZbb+Xkk09e7e7nt99++/qbEAAAAADgXdYpag4dOrTB8yFDhqzXYQAAAAAAPsw6Rc0bb7zx45oDAAAAAGCtfKQbBQEAAAAAfNJETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFCaNGo++OCDOeSQQ9K1a9dUVFTkzjvvbLC/VCpl9OjR6dKlS1q3bp2BAwfmxRdfbLBmwYIFOeaYY1JVVZV27dpl2LBhWbJkSYM1zzzzTAYMGJBWrVqle/fuGTt27Gqz3Hbbbdluu+3SqlWr9OnTJ7/+9a/X++cFAAAAAD66Jo2aS5cuzU477ZSrr756jfvHjh2bK6+8MuPGjctjjz2WNm3apKamJm+99VZ5zTHHHJPnn38+kyZNyt13350HH3wwJ510Unl/XV1d9t9///To0SPTp0/PJZdckgsvvDDXXXddec0jjzySo48+OsOGDcvTTz+dww47LIcddliee+65j+/DAwAAAACNUlEqlUpNPUSSVFRU5I477shhhx2W5J2jNLt27Zozzjgj3/zmN5MkixYtSqdOnTJ+/PgMHjw4f/zjH9OrV6888cQT2W233ZIkEydOzEEHHZTXXnstXbt2zbXXXptvfetbqa2tTWVlZZLknHPOyZ133pkXXnghSXLUUUdl6dKlufvuu8vz9OvXLzvvvHPGjRu3VvPX1dWluro6ixYtSlVV1fr6WgCADUjF5hc19QjwmVeafX5Tj8BH5HcpwEfzaf5v4br0tQ32mpqzZs1KbW1tBg4cWN5WXV2dvn37Ztq0aUmSadOmpV27duWgmSQDBw5Ms2bN8thjj5XX7LPPPuWgmSQ1NTWZOXNm3njjjfKad/+cVWtW/RwAAAAAYMPRoqkHeD+1tbVJkk6dOjXY3qlTp/K+2tradOzYscH+Fi1aZNNNN22wpmfPnqu9x6p9m2yySWpraz/w56zJsmXLsmzZsvLzurq6dfl4AHxGOToFAADgo9tgj9Tc0I0ZMybV1dXlR/fu3Zt6JAAAAAD4TNhgo2bnzp2TJHPnzm2wfe7cueV9nTt3zrx58xrsf/vtt7NgwYIGa9b0Hu/+Ge+3ZtX+NTn33HOzaNGi8uPVV19d148IAAAAADTCBhs1e/bsmc6dO2fy5MnlbXV1dXnsscfSv3//JEn//v2zcOHCTJ8+vbxmypQpqa+vT9++fctrHnzwwaxYsaK8ZtKkSdl2222zySablNe8++esWrPq56xJy5YtU1VV1eABAAAAAHz8mjRqLlmyJDNmzMiMGTOSvHNzoBkzZmT27NmpqKjIiBEj8t3vfje//OUv8+yzz+bYY49N165dy3dI33777XPAAQfkxBNPzOOPP57f/e53OfXUUzN48OB07do1SfK1r30tlZWVGTZsWJ5//vnccsstueKKKzJq1KjyHKeffnomTpyYSy+9NC+88EIuvPDCPPnkkzn11FM/6a8EAAAAAPgQTXqjoCeffDL77rtv+fmq0Dh06NCMHz8+Z511VpYuXZqTTjopCxcuzN57752JEyemVatW5dfcfPPNOfXUU7PffvulWbNmOfLII3PllVeW91dXV+c3v/lNhg8fnl133TWbbbZZRo8enZNOOqm8Zs8998yECRNy3nnn5T/+4z+yzTbb5M4770zv3r0/gW8BAAAAAFgXFaVSqdTUQ3wa1NXVpbq6OosWLXIqOgDvy93PAT6a0uzzm3oEPiL/LQT4aD7N/y1cl762wV5TEwAAAABgTURNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUFo09QAAAABrq2Lzi5p6BABgA+BITQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFBETQAAAACgUERNAAAAAKBQRE0AAAAAoFA26Kh54YUXpqKiosFju+22K+9/6623Mnz48LRv3z6f+9zncuSRR2bu3LkN3mP27NkZNGhQNt5443Ts2DFnnnlm3n777QZrHnjggeyyyy5p2bJltt5664wfP/6T+HgAAAAAQCNs0FEzSXbYYYe8/vrr5cfDDz9c3jdy5Mj86le/ym233ZapU6dmzpw5OeKII8r7V65cmUGDBmX58uV55JFHctNNN2X8+PEZPXp0ec2sWbMyaNCg7LvvvpkxY0ZGjBiRb3zjG7nvvvs+0c8JAAAAAKydFk09wIdp0aJFOnfuvNr2RYsW5frrr8+ECRPypS99KUly4403Zvvtt8+jjz6afv365Te/+U3+8Ic/5Le//W06deqUnXfeORdddFHOPvvsXHjhhamsrMy4cePSs2fPXHrppUmS7bffPg8//HB++MMfpqam5hP9rAAAAADAh9vgj9R88cUX07Vr12y55ZY55phjMnv27CTJ9OnTs2LFigwcOLC8drvttsvmm2+eadOmJUmmTZuWPn36pFOnTuU1NTU1qaury/PPP19e8+73WLVm1Xu8n2XLlqWurq7BAwAAAAD4+G3QUbNv374ZP358Jk6cmGuvvTazZs3KgAEDsnjx4tTW1qaysjLt2rVr8JpOnTqltrY2SVJbW9sgaK7av2rfB62pq6vLm2+++b6zjRkzJtXV1eVH9+7dP+rHBQAAAADWwgZ9+vmBBx5Y/vOOO+6Yvn37pkePHrn11lvTunXrJpwsOffcczNq1Kjy87q6OmETAAAAAD4BG/SRmu/Vrl27fP7zn8+f//zndO7cOcuXL8/ChQsbrJk7d275GpydO3de7W7oq55/2JqqqqoPDKctW7ZMVVVVgwcAAAAA8PErVNRcsmRJXnrppXTp0iW77rprNtpoo0yePLm8f+bMmZk9e3b69++fJOnfv3+effbZzJs3r7xm0qRJqaqqSq9evcpr3v0eq9aseg8AAAAAYMOyQUfNb37zm5k6dWpeeeWVPPLIIzn88MPTvHnzHH300amurs6wYcMyatSo3H///Zk+fXqOP/749O/fP/369UuS7L///unVq1e+/vWv5/e//33uu+++nHfeeRk+fHhatmyZJDn55JPz8ssv56yzzsoLL7yQa665JrfeemtGjhzZlB8dAAAAAHgfG/Q1NV977bUcffTR+fvf/54OHTpk7733zqOPPpoOHTokSX74wx+mWbNmOfLII7Ns2bLU1NTkmmuuKb++efPmufvuu3PKKaekf//+adOmTYYOHZrvfOc75TU9e/bMPffck5EjR+aKK65It27d8uMf/zg1NTWf+OcFAAAAAD5cRalUKjX1EJ8GdXV1qa6uzqJFi1xfE4D3VbH5RU09AgAAUGCl2ec39Qgfm3Xpaxv06ecAAAAAAO8lagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhSJqAgAAAACFImoCAAAAAIUiagIAAAAAhdKiqQcAYO1VbH5RU48AAAAATc6RmgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChiJoAAAAAQKGImgAAAABAoYiaAAAAAEChtGjqAYBPTsXmFzX1CAAAAAAfmSM1AQAAAIBCETUBAAAAgEJx+jnrxOnLAAAAADQ1R2oCAAAAAIUiar7H1VdfnS222CKtWrVK37598/jjjzf1SAAAAADAu4ia73LLLbdk1KhRueCCC/LUU09lp512Sk1NTebNm9fUowEAAAAA/0vUfJfLLrssJ554Yo4//vj06tUr48aNy8Ybb5wbbrihqUcDAAAAAP6XGwX9r+XLl2f69Ok599xzy9uaNWuWgQMHZtq0aautX7ZsWZYtW1Z+vmjRoiRJXV3dxz9sU6p/q6knAAAAAPjM+jS3p1WfrVQqfehaUfN//e1vf8vKlSvTqVOnBts7deqUF154YbX1Y8aMybe//e3Vtnfv3v1jmxEAAACAz7bq6u839Qgfu8WLF6e6uvoD14iajXTuuedm1KhR5ef19fVZsGBB2rdvn4qKiiacjHVRV1eX7t2759VXX01VVVVTjwNs4PzOANaW3xfA2vL7AlgXn/bfGaVSKYsXL07Xrl0/dK2o+b8222yzNG/ePHPnzm2wfe7cuencufNq61u2bJmWLVs22NauXbuPc0Q+RlVVVZ/KXwbAx8PvDGBt+X0BrC2/L4B18Wn+nfFhR2iu4kZB/6uysjK77rprJk+eXN5WX1+fyZMnp3///k04GQAAAADwbo7UfJdRo0Zl6NCh2W233bLHHnvk8ssvz9KlS3P88cc39WgAAAAAwP8SNd/lqKOOyvz58zN69OjU1tZm5513zsSJE1e7eRCfHi1btswFF1yw2qUEANbE7wxgbfl9Aawtvy+AdeF3xv9XUVqbe6QDAAAAAGwgXFMTAAAAACgUURMAAAAAKBRREwAAAAAoFFETAAAAACgUUZPPpDFjxmT33XdP27Zt07Fjxxx22GGZOXNmU48FFMDFF1+cioqKjBgxoqlHATZQf/3rXzNkyJC0b98+rVu3Tp8+ffLkk0829VjABmblypU5//zz07Nnz7Ru3TpbbbVVLrrooriXL5AkDz74YA455JB07do1FRUVufPOOxvsL5VKGT16dLp06ZLWrVtn4MCBefHFF5tm2CYiavKZNHXq1AwfPjyPPvpoJk2alBUrVmT//ffP0qVLm3o0YAP2xBNP5Ec/+lF23HHHph4F2EC98cYb2WuvvbLRRhvl3nvvzR/+8Idceuml2WSTTZp6NGAD84Mf/CDXXnttrrrqqvzxj3/MD37wg4wdOzb/9V//1dSjARuApUuXZqeddsrVV1+9xv1jx47NlVdemXHjxuWxxx5LmzZtUlNTk7feeusTnrTpVJT830CQ+fPnp2PHjpk6dWr22Wefph4H2AAtWbIku+yyS6655pp897vfzc4775zLL7+8qccCNjDnnHNOfve73+Whhx5q6lGADdzBBx+cTp065frrry9vO/LII9O6dev89Kc/bcLJgA1NRUVF7rjjjhx22GFJ3jlKs2vXrjnjjDPyzW9+M0myaNGidOrUKePHj8/gwYObcNpPjiM1Ie/8y58km266aRNPAmyohg8fnkGDBmXgwIFNPQqwAfvlL3+Z3XbbLV/96lfTsWPHfOELX8h///d/N/VYwAZozz33zOTJk/OnP/0pSfL73/8+Dz/8cA488MAmngzY0M2aNSu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" ] @@ -219,7 +216,7 @@ ], "source": [ "nvd['BaseScore'] = pd.to_numeric(nvd['BaseScore']);\n", - "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.NaN);\n", + "nvd['BaseScore'] = nvd['BaseScore'].replace(0, np.nan);\n", "nvd['BaseScore'].plot(kind=\"hist\", title='CVSS Breakdown', color=\"#001d82\", figsize=(16, 8)); " ] }, @@ -237,10 +234,10 @@ "id": "c6d18498-a8bb-4a2c-86b3-88d7a0f1e35a", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:59.345887Z", - "iopub.status.busy": "2024-06-16T12:26:59.345655Z", - "iopub.status.idle": "2024-06-16T12:26:59.357149Z", - "shell.execute_reply": "2024-06-16T12:26:59.356610Z" + "iopub.execute_input": "2024-07-09T00:25:11.566644Z", + "iopub.status.busy": "2024-07-09T00:25:11.566227Z", + "iopub.status.idle": "2024-07-09T00:25:11.578149Z", + "shell.execute_reply": "2024-07-09T00:25:11.577697Z" }, "tags": [ "remove-input" @@ -250,15 +247,15 @@ { "data": { "text/plain": [ - "(0.999, 2.0] 18\n", - "(2.0, 3.0] 601\n", - "(3.0, 4.0] 2106\n", - "(4.0, 5.0] 10957\n", - "(8.0, 9.0] 20097\n", - "(9.0, 10.0] 22459\n", - "(5.0, 6.0] 24619\n", - "(6.0, 7.0] 25927\n", - "(7.0, 8.0] 40860\n", + "(0.999, 2.0] 26\n", + "(2.0, 3.0] 618\n", + "(3.0, 4.0] 2047\n", + "(4.0, 5.0] 10344\n", + "(8.0, 9.0] 15537\n", + "(9.0, 10.0] 17736\n", + "(5.0, 6.0] 20896\n", + "(6.0, 7.0] 21341\n", + "(7.0, 8.0] 32272\n", "Name: count, dtype: int64" ] }, @@ -285,10 +282,10 @@ "id": "2df22bea-1428-47c6-b9aa-d9f9370490e9", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:59.359311Z", - "iopub.status.busy": "2024-06-16T12:26:59.359134Z", - "iopub.status.idle": "2024-06-16T12:26:59.393960Z", - "shell.execute_reply": "2024-06-16T12:26:59.393517Z" + "iopub.execute_input": "2024-07-09T00:25:11.580471Z", + "iopub.status.busy": "2024-07-09T00:25:11.580123Z", + "iopub.status.idle": "2024-07-09T00:25:11.609713Z", + "shell.execute_reply": "2024-07-09T00:25:11.609242Z" }, "tags": [ "remove-input" @@ -299,11 +296,11 @@ "data": { "text/plain": [ "AttackVector\n", - "NETWORK 108078\n", - "Missing_Data 85350\n", - "LOCAL 34998\n", - "ADJACENT_NETWORK 3072\n", - "PHYSICAL 1496\n", + "Missing_Data 135211\n", + "NETWORK 88710\n", + "LOCAL 28100\n", + "ADJACENT_NETWORK 2778\n", + "PHYSICAL 1243\n", "Name: count, dtype: int64" ] }, @@ -322,10 +319,10 @@ "id": "49dd1629-708b-42a3-8716-59ff9fc381b3", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:59.395937Z", - "iopub.status.busy": "2024-06-16T12:26:59.395750Z", - "iopub.status.idle": "2024-06-16T12:26:59.425075Z", - "shell.execute_reply": "2024-06-16T12:26:59.424603Z" + "iopub.execute_input": "2024-07-09T00:25:11.611694Z", + "iopub.status.busy": "2024-07-09T00:25:11.611523Z", + "iopub.status.idle": "2024-07-09T00:25:11.636750Z", + "shell.execute_reply": "2024-07-09T00:25:11.636188Z" }, "tags": [ "remove-input" @@ -336,11 +333,11 @@ "data": { "text/plain": [ "AttackVector\n", - "NETWORK 0.46\n", - "Missing_Data 0.37\n", - "LOCAL 0.15\n", + "Missing_Data 0.53\n", + "NETWORK 0.35\n", + "LOCAL 0.11\n", "ADJACENT_NETWORK 0.01\n", - "PHYSICAL 0.01\n", + "PHYSICAL 0.00\n", "Name: proportion, dtype: float64" ] }, @@ -367,10 +364,10 @@ "id": "a308f41c-a8ca-47d5-a031-68ed3b741fad", "metadata": { "execution": { - "iopub.execute_input": "2024-06-16T12:26:59.426977Z", - "iopub.status.busy": "2024-06-16T12:26:59.426802Z", - "iopub.status.idle": "2024-06-16T12:27:00.373442Z", - "shell.execute_reply": "2024-06-16T12:27:00.372909Z" + "iopub.execute_input": "2024-07-09T00:25:11.639003Z", + "iopub.status.busy": "2024-07-09T00:25:11.638684Z", + "iopub.status.idle": "2024-07-09T00:25:12.567082Z", + "shell.execute_reply": "2024-07-09T00:25:12.566495Z" }, "tags": [ "remove-input" @@ -382,505 +379,610 @@ "text/html": [ "\n", - "\n", + "
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YearAttackVectorAttackVectorCountYearAttackVectorAttackVectorCount
2023NETWORK217382024NETWORK11751
2024Missing_Data6540
2024LOCAL2678
2024ADJACENT_NETWORK347
2024PHYSICAL125
2023NETWORK21739
2023LOCAL6379
2023Missing_Data2124
2023ADJACENT_NETWORK490
2023PHYSICAL217
2023LOCAL63792022NETWORK18109
2023Missing_Data21252022LOCAL6174
2023ADJACENT_NETWORK4902022Missing_Data1456
2023PHYSICAL2172022ADJACENT_NETWORK450
2022NETWORK181062022PHYSICAL242
2022LOCAL61742021NETWORK14041
2022Missing_Data14592021LOCAL5252
2022ADJACENT_NETWORK4502021Missing_Data1904
2022PHYSICAL2422021ADJACENT_NETWORK559
2021NETWORK140412021PHYSICAL194
2021LOCAL52482020NETWORK12867
2021Missing_Data19082020LOCAL4457
2021ADJACENT_NETWORK5592020Missing_Data900
2021PHYSICAL1942020ADJACENT_NETWORK706
2020NETWORK128672020PHYSICAL292
2020LOCAL44572019Missing_Data9879
2020Missing_Data9002019NETWORK6774
2020ADJACENT_NETWORK7062019LOCAL1991
2020PHYSICAL2922019ADJACENT_NETWORK164
2019NETWORK133252019PHYSICAL130
2019LOCAL34622018Missing_Data16461
2019Missing_Data16372018NETWORK1310
2019ADJACENT_NETWORK3182018LOCAL329
2019PHYSICAL1962018ADJACENT_NETWORK34
2018NETWORK129362018PHYSICAL20
2018LOCAL31442017Missing_Data16556
2018Missing_Data16472017NETWORK1125
2018ADJACENT_NETWORK2702017LOCAL399
2018PHYSICAL1572017ADJACENT_NETWORK18
2017NETWORK100972017PHYSICAL15
2017LOCAL41962016Missing_Data5776
2017Missing_Data34722016NETWORK512
2017ADJACENT_NETWORK2072016LOCAL221
2017PHYSICAL1412016PHYSICAL4
2016NETWORK43902016ADJACENT_NETWORK4
2016LOCAL17292015Missing_Data6546
2016Missing_Data2862015NETWORK40
2016ADJACENT_NETWORK592015LOCAL8
2016PHYSICAL532015ADJACENT_NETWORK1
2015Missing_Data64212014Missing_Data7941
2015NETWORK1492014NETWORK45
2015LOCAL182014LOCAL20
2015ADJACENT_NETWORK72014PHYSICAL2
2014Missing_Data79422013Missing_Data5296
2014NETWORK412013NETWORK18
2014LOCAL222013LOCAL9
2014PHYSICAL22013ADJACENT_NETWORK1
2014ADJACENT_NETWORK12012Missing_Data5279
2013Missing_Data52992012NETWORK42
2013NETWORK192012LOCAL28
2013LOCAL52012ADJACENT_NETWORK2
2013ADJACENT_NETWORK12011Missing_Data4144
2012Missing_Data52882011NETWORK19
2012NETWORK392011LOCAL7
2012LOCAL222011ADJACENT_NETWORK1
2012ADJACENT_NETWORK22011PHYSICAL1
2011Missing_Data41452010Missing_Data4582
2011NETWORK202010NETWORK62
2011LOCAL52010LOCAL23
2011PHYSICAL12009Missing_Data5707
2011ADJACENT_NETWORK12009NETWORK38
2010Missing_Data45892009LOCAL33
2010NETWORK602008Missing_Data5608
2010LOCAL182008NETWORK44
2009Missing_Data57102008LOCAL12
2009NETWORK382007Missing_Data6569
2009LOCAL302007NETWORK17
2008Missing_Data56092007LOCAL8
2008NETWORK442007PHYSICAL1
2008LOCAL112007ADJACENT_NETWORK1
2007Missing_Data65702006Missing_Data6644
2007NETWORK162006NETWORK11
2007LOCAL82006LOCAL4
2007PHYSICAL12005Missing_Data4958
2007ADJACENT_NETWORK12005NETWORK35
2006Missing_Data66432005LOCAL17
2006NETWORK122004Missing_Data2439
2006LOCAL42004NETWORK28
2005Missing_Data49572004LOCAL12
2005NETWORK352003Missing_Data1532
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AttackVectorCount=%{y}", + "legendgroup": "LOCAL", "line": { "color": "#00cc96", "dash": "solid" @@ -1099,11 +1235,12 @@ "symbol": "circle" }, "mode": "lines+markers", - "name": "Missing_Data", + "name": "LOCAL", "orientation": "v", "showlegend": true, "type": "scatter", "x": [ + "2024", "2023", "2022", "2021", @@ -1127,34 +1264,39 @@ "2003", "2002", "2001", - "2000" + "2000", + "1999", + "1998" ], "xaxis": "x", "y": [ - 2125, - 1459, - 1908, - 900, - 1637, - 1647, - 3472, - 286, - 6421, - 7942, - 5299, - 5288, - 4145, - 4589, - 5710, - 5609, - 6570, - 6643, - 4957, - 2439, - 1532, - 2118, - 1644, - 1010 + 2678, + 6379, + 6174, + 5252, + 4457, + 1991, + 329, + 399, + 221, + 8, + 20, + 9, + 28, + 7, + 23, + 33, + 12, + 8, + 4, + 17, + 12, + 3, + 19, + 11, + 3, + 2, + 1 ], "yaxis": "y" }, @@ -1174,6 +1316,7 @@ "showlegend": true, "type": "scatter", "x": [ + "2024", "2023", "2022", "2021", @@ -1183,7 +1326,6 @@ "2017", "2016", "2015", - "2014", "2013", "2012", "2011", @@ -1191,15 +1333,15 @@ ], "xaxis": "x", "y": [ + 347, 490, 450, 559, 706, - 318, - 270, - 207, - 59, - 7, + 164, + 34, + 18, + 4, 1, 1, 2, @@ -1224,6 +1366,7 @@ "showlegend": true, "type": "scatter", "x": [ + "2024", "2023", "2022", "2021", @@ -1238,14 +1381,15 @@ ], "xaxis": "x", "y": [ + 125, 217, 242, 194, 292, - 196, - 157, - 141, - 53, + 130, + 20, + 15, + 4, 2, 1, 1 @@ -2102,9 +2246,9 @@ } }, "text/html": [ - "