scottcampit/personalized-marketing-chatbot

personalized marketing chatbot

Howdy! 👋

My name is Scott, and I'm a Data Scientist, Consultant, and AI Researcher developing Artificial Intelligence, Machine Learning, and Statistical solutions in several industries, such as biotechnology, medical devices, and healthcare.

I receieved my Ph.D. from the University of Michigan, where I developed new Systems Biology models to identify cancer drug candidates that target metabolism (Publications). My work has been acknowledged by institutions such as the National Cancer Institute, the Department of Education, and the Arnold and Mabel Beckman Foundation, where I have earned several fellowships and scholarships to conduct independent research.

Nowadays, I'm a Data Scientist at RaLytics, where I'm heads down in AI R&D for a wide variety of company use-cases. Additionally, I have worked with several U.S. government, research, and private institutions as a consultant to offer insights, technical expertise, and develop new solutions on projects that catch my interests.

Some of my current projects include (but are not limited to):

• Training and developing Vision-Language Models for chart reasoning and understanding 📈
• Medical NLP development for entity identification, extraction, and summarization 📄
• Deploying statistical learning models for inferring patterns of care from claims data 🏥
• Pose estimation applications for improving athletic performance 🏃‍♀️

Some past projects I have worked on include:

• Leveraging LLMs for developing a personalized marketing platform 📧
• Performing data analysis and creating data pipelines for healthcare-based datasets (claims, financial, EMRs, etc) 🗂️
• Establishing DataOps and MLOps best practices for model deployment and data processing ☁️
• Vision models to identify anatomical structures during surgical procedures 😷
• Developing bioinformatics pipelines (gene set enrichment analysis, protein expression network graphs, etc) for drug discovery 💊

☕ I'm always interested in chatting, colabs, and consulting gigs. If you're in the Bay Area and want to grab a coffee or just say hi, you can reach me at my email address or LinkedIn. For my writings about all things nerdy, you can check out my blog, which is currently undergoing some re-vamping.

personalized-marketing-chatbot's Issues

sqlparse-0.4.3-py3-none-any.whl: 2 vulnerabilities (highest severity is: 7.5)

Vulnerable Library - sqlparse-0.4.3-py3-none-any.whl

A non-validating SQL parser.

Library home page: https://files.pythonhosted.org/packages/97/d3/31dd2c3e48fc2060819f4acb0686248250a0f2326356306b38a42e059144/sqlparse-0.4.3-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (sqlparse version)	Remediation Possible**
CVE-2024-4340	High	7.5	sqlparse-0.4.3-py3-none-any.whl	Direct	sqlparse - 0.5.0	❌
CVE-2023-30608	High	7.5	sqlparse-0.4.3-py3-none-any.whl	Direct	0.4.4	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2024-4340

Vulnerable Library - sqlparse-0.4.3-py3-none-any.whl

A non-validating SQL parser.

Library home page: https://files.pythonhosted.org/packages/97/d3/31dd2c3e48fc2060819f4acb0686248250a0f2326356306b38a42e059144/sqlparse-0.4.3-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ sqlparse-0.4.3-py3-none-any.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

Passing a heavily nested list to sqlparse.parse() leads to a Denial of Service due to RecursionError.

Publish Date: 2024-04-30

URL: CVE-2024-4340

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2024-4340

Release Date: 2024-04-30

Fix Resolution: sqlparse - 0.5.0

Step up your Open Source Security Game with Mend here

CVE-2023-30608

Vulnerable Library - sqlparse-0.4.3-py3-none-any.whl

A non-validating SQL parser.

Library home page: https://files.pythonhosted.org/packages/97/d3/31dd2c3e48fc2060819f4acb0686248250a0f2326356306b38a42e059144/sqlparse-0.4.3-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ sqlparse-0.4.3-py3-none-any.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

sqlparse is a non-validating SQL parser module for Python. In affected versions the SQL parser contains a regular expression that is vulnerable to ReDoS (Regular Expression Denial of Service). This issue was introduced by commit e75e358. The vulnerability may lead to Denial of Service (DoS). This issues has been fixed in sqlparse 0.4.4 by commit c457abd5f. Users are advised to upgrade. There are no known workarounds for this issue.

Publish Date: 2023-04-18

URL: CVE-2023-30608

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-rrm6-wvj7-cwh2

Release Date: 2023-04-18

Fix Resolution: 0.4.4

Step up your Open Source Security Game with Mend here

tqdm-4.64.1-py2.py3-none-any.whl: 1 vulnerabilities (highest severity is: 4.8)

Vulnerable Library - tqdm-4.64.1-py2.py3-none-any.whl

Fast, Extensible Progress Meter

Library home page: https://files.pythonhosted.org/packages/47/bb/849011636c4da2e44f1253cd927cfb20ada4374d8b3a4e425416e84900cc/tqdm-4.64.1-py2.py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (tqdm version)	Remediation Possible**
CVE-2024-34062	Medium	4.8	tqdm-4.64.1-py2.py3-none-any.whl	Direct	tqdm - 4.66.3	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2024-34062

Vulnerable Library - tqdm-4.64.1-py2.py3-none-any.whl

Fast, Extensible Progress Meter

Library home page: https://files.pythonhosted.org/packages/47/bb/849011636c4da2e44f1253cd927cfb20ada4374d8b3a4e425416e84900cc/tqdm-4.64.1-py2.py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ tqdm-4.64.1-py2.py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

tqdm is an open source progress bar for Python and CLI. Any optional non-boolean CLI arguments (e.g. --delim, --buf-size, --manpath) are passed through python's eval, allowing arbitrary code execution. This issue is only locally exploitable and had been addressed in release version 4.66.3. All users are advised to upgrade. There are no known workarounds for this vulnerability.

Publish Date: 2024-05-03

URL: CVE-2024-34062

CVSS 3 Score Details (4.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: Low
  • Privileges Required: Low
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: Low
  • Integrity Impact: Low
  • Availability Impact: Low

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-g7vv-2v7x-gj9p

Release Date: 2024-05-03

Fix Resolution: tqdm - 4.66.3

Step up your Open Source Security Game with Mend here

numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl: 1 vulnerabilities (highest severity is: 5.3)

Vulnerable Library - numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Fundamental package for array computing in Python

Library home page: https://files.pythonhosted.org/packages/6d/ad/ff3b21ebfe79a4d25b4a4f8e5cf9fd44a204adb6b33c09010f566f51027a/numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (numpy version)	Remediation Possible**
CVE-2021-34141	Medium	5.3	numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl	Direct	1.22.0	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2021-34141

Vulnerable Library - numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Fundamental package for array computing in Python

Library home page: https://files.pythonhosted.org/packages/6d/ad/ff3b21ebfe79a4d25b4a4f8e5cf9fd44a204adb6b33c09010f566f51027a/numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ numpy-1.21.6-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

An incomplete string comparison in the numpy.core component in NumPy before 1.22.0 allows attackers to trigger slightly incorrect copying by constructing specific string objects. NOTE: the vendor states that this reported code behavior is "completely harmless."

Publish Date: 2021-12-17

URL: CVE-2021-34141

CVSS 3 Score Details (5.3)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: Low

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-34141

Release Date: 2021-12-17

Fix Resolution: 1.22.0

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Werkzeug-2.2.2-py3-none-any.whl: 3 vulnerabilities (highest severity is: 7.5)

Vulnerable Library - Werkzeug-2.2.2-py3-none-any.whl

The comprehensive WSGI web application library.

Library home page: https://files.pythonhosted.org/packages/c8/27/be6ddbcf60115305205de79c29004a0c6bc53cec814f733467b1bb89386d/Werkzeug-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (Werkzeug version)	Remediation Possible**
CVE-2023-46136	High	7.5	Werkzeug-2.2.2-py3-none-any.whl	Direct	werkzeug - 2.3.8,3.0.1	❌
CVE-2023-25577	High	7.5	Werkzeug-2.2.2-py3-none-any.whl	Direct	2.2.3	❌
CVE-2023-23934	Low	3.5	Werkzeug-2.2.2-py3-none-any.whl	Direct	2.2.3	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2023-46136

Vulnerable Library - Werkzeug-2.2.2-py3-none-any.whl

The comprehensive WSGI web application library.

Library home page: https://files.pythonhosted.org/packages/c8/27/be6ddbcf60115305205de79c29004a0c6bc53cec814f733467b1bb89386d/Werkzeug-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Werkzeug-2.2.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

Werkzeug is a comprehensive WSGI web application library. If an upload of a file that starts with CR or LF and then is followed by megabytes of data without these characters: all of these bytes are appended chunk by chunk into internal bytearray and lookup for boundary is performed on growing buffer. This allows an attacker to cause a denial of service by sending crafted multipart data to an endpoint that will parse it. The amount of CPU time required can block worker processes from handling legitimate requests. This vulnerability has been patched in version 3.0.1.

Publish Date: 2023-10-25

URL: CVE-2023-46136

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-hrfv-mqp8-q5rw

Release Date: 2023-10-25

Fix Resolution: werkzeug - 2.3.8,3.0.1

Step up your Open Source Security Game with Mend here

CVE-2023-25577

Vulnerable Library - Werkzeug-2.2.2-py3-none-any.whl

The comprehensive WSGI web application library.

Library home page: https://files.pythonhosted.org/packages/c8/27/be6ddbcf60115305205de79c29004a0c6bc53cec814f733467b1bb89386d/Werkzeug-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Werkzeug-2.2.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

Werkzeug is a comprehensive WSGI web application library. Prior to version 2.2.3, Werkzeug's multipart form data parser will parse an unlimited number of parts, including file parts. Parts can be a small amount of bytes, but each requires CPU time to parse and may use more memory as Python data. If a request can be made to an endpoint that accesses request.data, request.form, request.files, or request.get_data(parse_form_data=False), it can cause unexpectedly high resource usage. This allows an attacker to cause a denial of service by sending crafted multipart data to an endpoint that will parse it. The amount of CPU time required can block worker processes from handling legitimate requests. The amount of RAM required can trigger an out of memory kill of the process. Unlimited file parts can use up memory and file handles. If many concurrent requests are sent continuously, this can exhaust or kill all available workers. Version 2.2.3 contains a patch for this issue.

Publish Date: 2023-02-14

URL: CVE-2023-25577

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2023-25577

Release Date: 2023-02-14

Fix Resolution: 2.2.3

Step up your Open Source Security Game with Mend here

CVE-2023-23934

Vulnerable Library - Werkzeug-2.2.2-py3-none-any.whl

The comprehensive WSGI web application library.

Library home page: https://files.pythonhosted.org/packages/c8/27/be6ddbcf60115305205de79c29004a0c6bc53cec814f733467b1bb89386d/Werkzeug-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Werkzeug-2.2.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

Werkzeug is a comprehensive WSGI web application library. Browsers may allow "nameless" cookies that look like =value instead of key=value. A vulnerable browser may allow a compromised application on an adjacent subdomain to exploit this to set a cookie like =__Host-test=bad for another subdomain. Werkzeug prior to 2.2.3 will parse the cookie =__Host-test=bad as __Host-test=bad`. If a Werkzeug application is running next to a vulnerable or malicious subdomain which sets such a cookie using a vulnerable browser, the Werkzeug application will see the bad cookie value but the valid cookie key. The issue is fixed in Werkzeug 2.2.3.

Publish Date: 2023-02-14

URL: CVE-2023-23934

CVSS 3 Score Details (3.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Adjacent
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2023-23934

Release Date: 2023-02-14

Fix Resolution: 2.2.3

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Jinja2-3.1.2-py3-none-any.whl: 2 vulnerabilities (highest severity is: 6.1)

Vulnerable Library - Jinja2-3.1.2-py3-none-any.whl

A very fast and expressive template engine.

Library home page: https://files.pythonhosted.org/packages/bc/c3/f068337a370801f372f2f8f6bad74a5c140f6fda3d9de154052708dd3c65/Jinja2-3.1.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (Jinja2 version)	Remediation Possible**
CVE-2024-22195	Medium	6.1	Jinja2-3.1.2-py3-none-any.whl	Direct	jinja2 - 3.1.3	❌
CVE-2024-34064	Medium	5.4	Jinja2-3.1.2-py3-none-any.whl	Direct	Jinja2 - 3.1.4	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2024-22195

Vulnerable Library - Jinja2-3.1.2-py3-none-any.whl

A very fast and expressive template engine.

Library home page: https://files.pythonhosted.org/packages/bc/c3/f068337a370801f372f2f8f6bad74a5c140f6fda3d9de154052708dd3c65/Jinja2-3.1.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Jinja2-3.1.2-py3-none-any.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

Jinja is an extensible templating engine. Special placeholders in the template allow writing code similar to Python syntax. It is possible to inject arbitrary HTML attributes into the rendered HTML template, potentially leading to Cross-Site Scripting (XSS). The Jinja xmlattr filter can be abused to inject arbitrary HTML attribute keys and values, bypassing the auto escaping mechanism and potentially leading to XSS. It may also be possible to bypass attribute validation checks if they are blacklist-based.

Publish Date: 2024-01-11

URL: CVE-2024-22195

CVSS 3 Score Details (6.1)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Changed
• Impact Metrics:
  • Confidentiality Impact: Low
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-h5c8-rqwp-cp95

Release Date: 2024-01-11

Fix Resolution: jinja2 - 3.1.3

Step up your Open Source Security Game with Mend here

CVE-2024-34064

Vulnerable Library - Jinja2-3.1.2-py3-none-any.whl

A very fast and expressive template engine.

Library home page: https://files.pythonhosted.org/packages/bc/c3/f068337a370801f372f2f8f6bad74a5c140f6fda3d9de154052708dd3c65/Jinja2-3.1.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Jinja2-3.1.2-py3-none-any.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

Jinja is an extensible templating engine. The xmlattr filter in affected versions of Jinja accepts keys containing non-attribute characters. XML/HTML attributes cannot contain spaces, /, >, or =, as each would then be interpreted as starting a separate attribute. If an application accepts keys (as opposed to only values) as user input, and renders these in pages that other users see as well, an attacker could use this to inject other attributes and perform XSS. The fix for CVE-2024-22195 only addressed spaces but not other characters. Accepting keys as user input is now explicitly considered an unintended use case of the xmlattr filter, and code that does so without otherwise validating the input should be flagged as insecure, regardless of Jinja version. Accepting values as user input continues to be safe. This vulnerability is fixed in 3.1.4.

Publish Date: 2024-05-06

URL: CVE-2024-34064

CVSS 3 Score Details (5.4)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: Low
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-h75v-3vvj-5mfj

Release Date: 2024-05-06

Fix Resolution: Jinja2 - 3.1.4

Step up your Open Source Security Game with Mend here

aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl: 8 vulnerabilities (highest severity is: 7.5)

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (aiohttp version)	Remediation Possible**
CVE-2024-30251	High	7.5	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.9.4	❌
CVE-2024-23334	High	7.5	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.9.2	❌
CVE-2023-47627	High	7.5	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.8.6	❌
CVE-2023-37276	High	7.5	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.8.5	❌
CVE-2024-23829	Medium	6.5	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.9.2	❌
CVE-2024-27306	Medium	6.1	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	aiohttp - 3.9.4	❌
CVE-2023-49082	Medium	5.3	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.9.0	❌
CVE-2023-49081	Medium	5.3	aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	3.9.0	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2024-30251

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. In affected versions an attacker can send a specially crafted POST (multipart/form-data) request. When the aiohttp server processes it, the server will enter an infinite loop and be unable to process any further requests. An attacker can stop the application from serving requests after sending a single request. This issue has been addressed in version 3.9.4. Users are advised to upgrade. Users unable to upgrade may manually apply a patch to their systems. Please see the linked GHSA for instructions.
Mend Note: The vulnerability was fixed in version 3.9.4 (unaffected). A few minor follow-up patches were added in 3.9.5, as stated in GHSA-5m98-qgg9-wh84.

Publish Date: 2024-05-02

URL: CVE-2024-30251

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-5m98-qgg9-wh84

Release Date: 2024-05-02

Fix Resolution: 3.9.4

Step up your Open Source Security Game with Mend here

CVE-2024-23334

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. When using aiohttp as a web server and configuring static routes, it is necessary to specify the root path for static files. Additionally, the option 'follow_symlinks' can be used to determine whether to follow symbolic links outside the static root directory. When 'follow_symlinks' is set to True, there is no validation to check if reading a file is within the root directory. This can lead to directory traversal vulnerabilities, resulting in unauthorized access to arbitrary files on the system, even when symlinks are not present. Disabling follow_symlinks and using a reverse proxy are encouraged mitigations. Version 3.9.2 fixes this issue.

Publish Date: 2024-01-29

URL: CVE-2024-23334

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: None
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-5h86-8mv2-jq9f

Release Date: 2024-01-29

Fix Resolution: 3.9.2

Step up your Open Source Security Game with Mend here

CVE-2023-47627

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. The HTTP parser in AIOHTTP has numerous problems with header parsing, which could lead to request smuggling. This parser is only used when AIOHTTP_NO_EXTENSIONS is enabled (or not using a prebuilt wheel). These bugs have been addressed in commit d5c12ba89 which has been included in release version 3.8.6. Users are advised to upgrade. There are no known workarounds for these issues.

Publish Date: 2023-11-14

URL: CVE-2023-47627

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: High
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-gfw2-4jvh-wgfg

Release Date: 2023-11-14

Fix Resolution: 3.8.6

Step up your Open Source Security Game with Mend here

CVE-2023-37276

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. aiohttp v3.8.4 and earlier are bundled with llhttp v6.0.6. Vulnerable code is used by aiohttp for its HTTP request parser when available which is the default case when installing from a wheel. This vulnerability only affects users of aiohttp as an HTTP server (ie aiohttp.Application), you are not affected by this vulnerability if you are using aiohttp as an HTTP client library (ie aiohttp.ClientSession). Sending a crafted HTTP request will cause the server to misinterpret one of the HTTP header values leading to HTTP request smuggling. This issue has been addressed in version 3.8.5. Users are advised to upgrade. Users unable to upgrade can reinstall aiohttp using AIOHTTP_NO_EXTENSIONS=1 as an environment variable to disable the llhttp HTTP request parser implementation. The pure Python implementation isn't vulnerable.

Publish Date: 2023-07-19

URL: CVE-2023-37276

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: High
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-45c4-8wx5-qw6w

Release Date: 2023-07-19

Fix Resolution: 3.8.5

Step up your Open Source Security Game with Mend here

CVE-2024-23829

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. Security-sensitive parts of the Python HTTP parser retained minor differences in allowable character sets, that must trigger error handling to robustly match frame boundaries of proxies in order to protect against injection of additional requests. Additionally, validation could trigger exceptions that were not handled consistently with processing of other malformed input. Being more lenient than internet standards require could, depending on deployment environment, assist in request smuggling. The unhandled exception could cause excessive resource consumption on the application server and/or its logging facilities. This vulnerability exists due to an incomplete fix for CVE-2023-47627. Version 3.9.2 fixes this vulnerability.

Publish Date: 2024-01-29

URL: CVE-2024-23829

CVSS 3 Score Details (6.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: Low
  • Availability Impact: Low

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-8qpw-xqxj-h4r2

Release Date: 2024-01-29

Fix Resolution: 3.9.2

Step up your Open Source Security Game with Mend here

CVE-2024-27306

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. A XSS vulnerability exists on index pages for static file handling. This vulnerability is fixed in 3.9.4. We have always recommended using a reverse proxy server (e.g. nginx) for serving static files. Users following the recommendation are unaffected. Other users can disable show_index if unable to upgrade.

Publish Date: 2024-04-18

URL: CVE-2024-27306

CVSS 3 Score Details (6.1)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Changed
• Impact Metrics:
  • Confidentiality Impact: Low
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-7gpw-8wmc-pm8g

Release Date: 2024-04-18

Fix Resolution: aiohttp - 3.9.4

Step up your Open Source Security Game with Mend here

CVE-2023-49082

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. Improper validation makes it possible for an attacker to modify the HTTP request (e.g. insert a new header) or even create a new HTTP request if the attacker controls the HTTP method. The vulnerability occurs only if the attacker can control the HTTP method (GET, POST etc.) of the request. If the attacker can control the HTTP version of the request it will be able to modify the request (request smuggling). This issue has been patched in version 3.9.0.

Publish Date: 2023-11-29

URL: CVE-2023-49082

CVSS 3 Score Details (5.3)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-qvrw-v9rv-5rjx

Release Date: 2023-11-29

Fix Resolution: 3.9.0

Step up your Open Source Security Game with Mend here

CVE-2023-49081

Vulnerable Library - aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Async http client/server framework (asyncio)

Library home page: https://files.pythonhosted.org/packages/7a/48/7882af39221fee58e33eee6c8e516097e2331334a5937f54fe5b5b285d9e/aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ aiohttp-3.8.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

aiohttp is an asynchronous HTTP client/server framework for asyncio and Python. Improper validation made it possible for an attacker to modify the HTTP request (e.g. to insert a new header) or create a new HTTP request if the attacker controls the HTTP version. The vulnerability only occurs if the attacker can control the HTTP version of the request. This issue has been patched in version 3.9.0.

Publish Date: 2023-11-30

URL: CVE-2023-49081

CVSS 3 Score Details (5.3)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: Low
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-q3qx-c6g2-7pw2

Release Date: 2023-11-30

Fix Resolution: 3.9.0

Step up your Open Source Security Game with Mend here

Flask-2.2.2-py3-none-any.whl: 1 vulnerabilities (highest severity is: 7.5)

Vulnerable Library - Flask-2.2.2-py3-none-any.whl

A simple framework for building complex web applications.

Library home page: https://files.pythonhosted.org/packages/0f/43/15f4f9ab225b0b25352412e8daa3d0e3d135fcf5e127070c74c3632c8b4c/Flask-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (Flask version)	Remediation Possible**
CVE-2023-30861	High	7.5	Flask-2.2.2-py3-none-any.whl	Direct	2.2.5	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2023-30861

Vulnerable Library - Flask-2.2.2-py3-none-any.whl

A simple framework for building complex web applications.

Library home page: https://files.pythonhosted.org/packages/0f/43/15f4f9ab225b0b25352412e8daa3d0e3d135fcf5e127070c74c3632c8b4c/Flask-2.2.2-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt

Dependency Hierarchy:

• ❌ Flask-2.2.2-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

Flask is a lightweight WSGI web application framework. When all of the following conditions are met, a response containing data intended for one client may be cached and subsequently sent by the proxy to other clients. If the proxy also caches Set-Cookie headers, it may send one client's session cookie to other clients. The severity depends on the application's use of the session and the proxy's behavior regarding cookies. The risk depends on all these conditions being met.

1. The application must be hosted behind a caching proxy that does not strip cookies or ignore responses with cookies.
2. The application sets session.permanent = True
3. The application does not access or modify the session at any point during a request.
4. SESSION_REFRESH_EACH_REQUEST enabled (the default).
5. The application does not set a Cache-Control header to indicate that a page is private or should not be cached.

This happens because vulnerable versions of Flask only set the Vary: Cookie header when the session is accessed or modified, not when it is refreshed (re-sent to update the expiration) without being accessed or modified. This issue has been fixed in versions 2.3.2 and 2.2.5.

Publish Date: 2023-05-02

URL: CVE-2023-30861

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: None
  • Availability Impact: None

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2023-30861

Release Date: 2023-05-02

Fix Resolution: 2.2.5

Step up your Open Source Security Game with Mend here

GitPython-3.1.30-py3-none-any.whl: 4 vulnerabilities (highest severity is: 9.8)

Vulnerable Library - GitPython-3.1.30-py3-none-any.whl

GitPython is a Python library used to interact with Git repositories

Library home page: https://files.pythonhosted.org/packages/d0/7c/e6942be5f2c03a9de68a6c782373dcec7dc1d10664dd20652bfb7307f905/GitPython-3.1.30-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (GitPython version)	Remediation Possible**
CVE-2023-40267	Critical	9.8	GitPython-3.1.30-py3-none-any.whl	Direct	GitPython - 3.1.32	❌
CVE-2024-22190	High	7.8	GitPython-3.1.30-py3-none-any.whl	Direct	GitPython - 3.1.41	❌
CVE-2023-40590	High	7.8	GitPython-3.1.30-py3-none-any.whl	Direct	GitPython - 3.1.33	❌
CVE-2023-41040	Medium	6.5	GitPython-3.1.30-py3-none-any.whl	Direct	3.1.35	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2023-40267

Vulnerable Library - GitPython-3.1.30-py3-none-any.whl

GitPython is a Python library used to interact with Git repositories

Library home page: https://files.pythonhosted.org/packages/d0/7c/e6942be5f2c03a9de68a6c782373dcec7dc1d10664dd20652bfb7307f905/GitPython-3.1.30-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ GitPython-3.1.30-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

GitPython before 3.1.32 does not block insecure non-multi options in clone and clone_from. NOTE: this issue exists because of an incomplete fix for CVE-2022-24439.

Publish Date: 2023-08-11

URL: CVE-2023-40267

CVSS 3 Score Details (9.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Release Date: 2023-08-11

Fix Resolution: GitPython - 3.1.32

Step up your Open Source Security Game with Mend here

CVE-2024-22190

Vulnerable Library - GitPython-3.1.30-py3-none-any.whl

GitPython is a Python library used to interact with Git repositories

Library home page: https://files.pythonhosted.org/packages/d0/7c/e6942be5f2c03a9de68a6c782373dcec7dc1d10664dd20652bfb7307f905/GitPython-3.1.30-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ GitPython-3.1.30-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

GitPython is a python library used to interact with Git repositories. There is an incomplete fix for CVE-2023-40590. On Windows, GitPython uses an untrusted search path if it uses a shell to run git, as well as when it runs bash.exe to interpret hooks. If either of those features are used on Windows, a malicious git.exe or bash.exe may be run from an untrusted repository. This issue has been patched in version 3.1.41.

Publish Date: 2024-01-11

URL: CVE-2024-22190

CVSS 3 Score Details (7.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.cve.org/CVERecord?id=CVE-2024-22190

Release Date: 2024-01-11

Fix Resolution: GitPython - 3.1.41

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CVE-2023-40590

Vulnerable Library - GitPython-3.1.30-py3-none-any.whl

GitPython is a Python library used to interact with Git repositories

Library home page: https://files.pythonhosted.org/packages/d0/7c/e6942be5f2c03a9de68a6c782373dcec7dc1d10664dd20652bfb7307f905/GitPython-3.1.30-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ GitPython-3.1.30-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

GitPython is a python library used to interact with Git repositories. When resolving a program, Python/Windows look for the current working directory, and after that the PATH environment. GitPython defaults to use the git command, if a user runs GitPython from a repo has a git.exe or git executable, that program will be run instead of the one in the user's PATH. This is more of a problem on how Python interacts with Windows systems, Linux and any other OS aren't affected by this. But probably people using GitPython usually run it from the CWD of a repo. An attacker can trick a user to download a repository with a malicious git executable, if the user runs/imports GitPython from that directory, it allows the attacker to run any arbitrary commands. There is no fix currently available for windows users, however there are a few mitigations. 1: Default to an absolute path for the git program on Windows, like C:\\Program Files\\Git\\cmd\\git.EXE (default git path installation). 2: Require users to set the GIT_PYTHON_GIT_EXECUTABLE environment variable on Windows systems. 3: Make this problem prominent in the documentation and advise users to never run GitPython from an untrusted repo, or set the GIT_PYTHON_GIT_EXECUTABLE env var to an absolute path. 4: Resolve the executable manually by only looking into the PATH environment variable.

Publish Date: 2023-08-28

URL: CVE-2023-40590

CVSS 3 Score Details (7.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Local
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: Required
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-wfm5-v35h-vwf4

Release Date: 2023-08-28

Fix Resolution: GitPython - 3.1.33

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CVE-2023-41040

Vulnerable Library - GitPython-3.1.30-py3-none-any.whl

GitPython is a Python library used to interact with Git repositories

Library home page: https://files.pythonhosted.org/packages/d0/7c/e6942be5f2c03a9de68a6c782373dcec7dc1d10664dd20652bfb7307f905/GitPython-3.1.30-py3-none-any.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ GitPython-3.1.30-py3-none-any.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

GitPython is a python library used to interact with Git repositories. In order to resolve some git references, GitPython reads files from the .git directory, in some places the name of the file being read is provided by the user, GitPython doesn't check if this file is located outside the .git directory. This allows an attacker to make GitPython read any file from the system. This vulnerability is present in https://github.com/gitpython-developers/GitPython/blob/1c8310d7cae144f74a671cbe17e51f63a830adbf/git/refs/symbolic.py#L174-L175. That code joins the base directory with a user given string without checking if the final path is located outside the base directory. This vulnerability cannot be used to read the contents of files but could in theory be used to trigger a denial of service for the program. This issue has not yet been addressed.

Publish Date: 2023-08-30

URL: CVE-2023-41040

CVSS 3 Score Details (6.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: Low
  • Integrity Impact: None
  • Availability Impact: Low

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: GHSA-cwvm-v4w8-q58c

Release Date: 2023-08-30

Fix Resolution: 3.1.35

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pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl: 1 vulnerabilities (highest severity is: 9.8)

Vulnerable Library - pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Python library for Apache Arrow

Library home page: https://files.pythonhosted.org/packages/86/7a/299b7b966be9c61e7337ddbff4e9e530093ef2ad935e52944b8ce19ba92f/pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (pyarrow version)	Remediation Possible**
CVE-2023-47248	Critical	9.8	pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	14.0.1	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2023-47248

Vulnerable Library - pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Python library for Apache Arrow

Library home page: https://files.pythonhosted.org/packages/86/7a/299b7b966be9c61e7337ddbff4e9e530093ef2ad935e52944b8ce19ba92f/pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /requirements.txt,/tmp/ws-scm/personalized_marketing/requirements.txt

Dependency Hierarchy:

• ❌ pyarrow-10.0.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in HEAD commit: ed79be97a4feaf7682b55d7f93eb69d40f093303

Found in base branch: main

Vulnerability Details

Deserialization of untrusted data in IPC and Parquet readers in PyArrow versions 0.14.0 to 14.0.0 allows arbitrary code execution. An application is vulnerable if it reads Arrow IPC, Feather or Parquet data from untrusted sources (for example user-supplied input files).

This vulnerability only affects PyArrow, not other Apache Arrow implementations or bindings.

It is recommended that users of PyArrow upgrade to 14.0.1. Similarly, it is recommended that downstream libraries upgrade their dependency requirements to PyArrow 14.0.1 or later. PyPI packages are already available, and we hope that conda-forge packages will be available soon.

If it is not possible to upgrade, we provide a separate package pyarrow-hotfix that disables the vulnerability on older PyArrow versions. See https://pypi.org/project/pyarrow-hotfix/ for instructions.

Publish Date: 2023-11-09

URL: CVE-2023-47248

CVSS 3 Score Details (9.8)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://lists.apache.org/thread/yhy7tdfjf9hrl9vfrtzo8p2cyjq87v7n

Release Date: 2023-11-09

Fix Resolution: 14.0.1

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Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl: 2 vulnerabilities (highest severity is: 8.1)

Vulnerable Library - Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Python Imaging Library (Fork)

Library home page: https://files.pythonhosted.org/packages/dc/8a/ee6c0ecdf39a5674881a9ea82b488751be6feb7723b62c7df64229d60f85/Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Vulnerabilities

CVE	Severity	CVSS	Dependency	Type	Fixed in (Pillow version)	Remediation Possible**
CVE-2023-50447	High	8.1	Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	pillow - 10.2.0	❌
CVE-2023-44271	High	7.5	Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl	Direct	Pillow - 10.0.0	❌

**In some cases, Remediation PR cannot be created automatically for a vulnerability despite the availability of remediation

Details

CVE-2023-50447

Vulnerable Library - Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Python Imaging Library (Fork)

Library home page: https://files.pythonhosted.org/packages/dc/8a/ee6c0ecdf39a5674881a9ea82b488751be6feb7723b62c7df64229d60f85/Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

Pillow through 10.1.0 allows PIL.ImageMath.eval Arbitrary Code Execution via the environment parameter, a different vulnerability than CVE-2022-22817 (which was about the expression parameter).

Publish Date: 2024-01-19

URL: CVE-2023-50447

CVSS 3 Score Details (8.1)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: High
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: High
  • Integrity Impact: High
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Origin: https://www.openwall.com/lists/oss-security/2024/01/20/1

Release Date: 2024-01-19

Fix Resolution: pillow - 10.2.0

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CVE-2023-44271

Vulnerable Library - Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Python Imaging Library (Fork)

Library home page: https://files.pythonhosted.org/packages/dc/8a/ee6c0ecdf39a5674881a9ea82b488751be6feb7723b62c7df64229d60f85/Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Path to dependency file: /tmp/ws-scm/personalized_marketing/requirements.txt

Path to vulnerable library: /tmp/ws-scm/personalized_marketing/requirements.txt,/requirements.txt

Dependency Hierarchy:

• ❌ Pillow-9.4.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (Vulnerable Library)

Found in base branch: main

Vulnerability Details

An issue was discovered in Pillow before 10.0.0. It is a Denial of Service that uncontrollably allocates memory to process a given task, potentially causing a service to crash by having it run out of memory. This occurs for truetype in ImageFont when textlength in an ImageDraw instance operates on a long text argument.

Publish Date: 2023-11-03

URL: CVE-2023-44271

CVSS 3 Score Details (7.5)

Base Score Metrics:

• Exploitability Metrics:
  • Attack Vector: Network
  • Attack Complexity: Low
  • Privileges Required: None
  • User Interaction: None
  • Scope: Unchanged
• Impact Metrics:
  • Confidentiality Impact: None
  • Integrity Impact: None
  • Availability Impact: High

For more information on CVSS3 Scores, click here.

Suggested Fix

Type: Upgrade version

Release Date: 2023-11-03

Fix Resolution: Pillow - 10.0.0

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