www.darkreading.com Open in urlscan Pro
2606:4700::6810:e0ab  Public Scan

Form analysis
0 forms found in the DOM

Text Content

Dark Reading is part of the Informa Tech Division of Informa PLC
Informa PLC|ABOUT US|INVESTOR RELATIONS|TALENT
This site is operated by a business or businesses owned by Informa PLC and all
copyright resides with them. Informa PLC's registered office is 5 Howick Place,
London SW1P 1WG. Registered in England and Wales and Scotlan. Number 8860726.

Black Hat NewsOmdia CybersecurityAdvertise

Newsletter Sign-Up

Newsletter Sign-Up

Cybersecurity Topics

RELATED TOPICS

 * Application Security
 * Cybersecurity Careers
 * Cloud Security
 * Cyber Risk
 * Cyberattacks & Data Breaches
 * Cybersecurity Analytics
 * Cybersecurity Operations
 * Data Privacy
 * Endpoint Security
 * ICS/OT Security

 * Identity & Access Mgmt Security
 * Insider Threats
 * IoT
 * Mobile Security
 * Perimeter
 * Physical Security
 * Remote Workforce
 * Threat Intelligence
 * Vulnerabilities & Threats


World

RELATED TOPICS

 * DR Global
 * Middle East & Africa

 * Asia Pacific

See All
The Edge
DR Technology
Events

RELATED TOPICS

 * Upcoming Events
 * Podcasts

 * Webinars

SEE ALL
Resources

RELATED TOPICS

 * Library
 * Newsletters
 * Podcasts
 * Reports
 * Videos
 * Webinars

 * Whitepapers
 * 
 * 
 * 
 * 
 * Partner Perspectives

SEE ALL


 * Application Security
 * Vulnerabilities & Threats

News, news analysis, and commentary on the latest trends in cybersecurity
technology.




OPEN SOURCE LLM TOOL SNIFFS OUT PYTHON ZERO-DAYSOPEN SOURCE LLM TOOL SNIFFS OUT
PYTHON ZERO-DAYS

Vulnhuntr is a Python static code analyzer that uses Claude AI to find and
explain complex, multistep vulnerabilities.

Dark Reading Staff, Dark Reading

October 25, 2024

1 Min Read
Source: ProtectAI via GitHub


Researchers at Protect AI have released Vulnhuntr, a free, open source static
code analyzer tool that can find zero-day vulnerabilities in Python codebases
using Anthropic's Claude artificial intelligence (AI) model.

The tool, available on GitHub, provides detailed analysis of the code,
proof-of-concept exploits for the vulnerabilities identified, and confidence
ratings for each flaw, Protect AI said in its announcement.

Vulnhuntr breaks the codebase into smaller chunks rather than overwhelming the
large language model's (LLM) context window size by loading in the entire file
at once. The tool uses prompt-engineering techniques to feed highly detailed,
vulnerability-specific prompts into Claude, at which point the AI asks for
additional code snippets until it has gathered enough information to map the
application from user input to server output. This way, the LLM can analyze the
entire call chain — which encompasses connections between files, functions, and
variables across a project — without losing context. This level of analysis
means the AI doesn't just stop when it finds risky code, but rather investigates
how that code interacts with the rest of the project, which the research team
says helps decrease false positives and negatives.

The tool currently focuses on the following types of vulnerabilities that can be
exploited remotely: arbitrary file overwrite (AFO), local file inclusion (LFI),
server-side request forgery (SSRF), cross-site scripting (XSS), insecure direct
object references (IDOR), SQL injection (SQLi), and remote code execution (RCE).

Vulnhuntr's team says the tool has already discovered more than a dozen zero-day
vulnerabilities in popular Python projects on GitHub, including gpt_academic,
FastChat, and Ragflow. Vulnhuntr flagged a RCE flaw in the machine learning
library Ragflow, which has already been fixed.




ABOUT THE AUTHOR

Dark Reading Staff

Dark Reading

Dark Reading is a leading cybersecurity media site.

See more from Dark Reading Staff
Keep up with the latest cybersecurity threats, newly discovered vulnerabilities,
data breach information, and emerging trends. Delivered daily or weekly right to
your email inbox.

Subscribe

You May Also Like

--------------------------------------------------------------------------------

Application Security

GitLab Warns of Max Severity Authentication Bypass Bug
Application Security

1 PoC Exploit for Critical RCE Flaw, but 2 Patches From Veeam
Application Security

Unfixed Microsoft Entra ID Authentication Bypass Threatens Hybrid IDs
Application Security

Creating Insecure AI Assistants With Microsoft Copilot Studio Is Easy
More Insights
Webinars

 * 10 Emerging Vulnerabilities Every Enterprise Should Know

 * Simplify Data Security with Automation

 * Unleashing AI to Assess Cyber Security Risk

 * Securing Tomorrow, Today: How to Navigate Zero Trust

 * The Right Way to Use Artificial Intelligence and Machine Learning in Incident
   Response

More Webinars
Events

 * [Virtual Event] State of AI in Cybersecurity: Beyond the Hype

More Events

Latest Articles in DR Technology

 * Open Source LLM Tool Sniffs Out Python Zero-Days
   
   Oct 25, 2024
   |
   1 Min Read

 * Codasip Donates Tools to Develop Memory-Safe Chips
   
   Oct 23, 2024
   |
   2 Min Read

 * Time to Get Strict With DMARC
   
   Oct 18, 2024
   |
   5 Min Read

 * FHE Consortium Pushes for Quantum-Resilient Cryptography Standards
   
   Oct 15, 2024
   |
   1 Min Read

Read More DR Technology

DISCOVER MORE WITH INFORMA TECH

Black HatOmdia

WORKING WITH US

About UsAdvertiseReprints

JOIN US


Newsletter Sign-Up

FOLLOW US



Copyright © 2024 Informa PLC Informa UK Limited is a company registered in
England and Wales with company number 1072954 whose registered office is 5
Howick Place, London, SW1P 1WG.

Home|Cookie Policy|Privacy|Terms of Use
Cookies Button


WE CARE ABOUT YOUR PRIVACY

We and our 854 partners store and/or access information on a device, such as
unique IDs in cookies to process personal data. You may accept or manage your
choices by clicking below, including your right to object where legitimate
interest is used, or at any time in the privacy policy page. These choices will
be signaled to our partners and will not affect browsing data.Privacy Policy


WE AND OUR PARTNERS PROCESS DATA TO PROVIDE:

Use precise geolocation data. Actively scan device characteristics for
identification. Store and/or access information on a device. Personalised
advertising and content, advertising and content measurement, audience research
and services development. List of Partners (vendors)

I Accept
Essential Only
Show Purposes



ABOUT YOUR PRIVACY

We process your data to deliver content or advertisements and measure the
delivery of such content or advertisements to extract insights about our
website. We share this information with our partners on the basis of consent and
legitimate interest. You may exercise your right to consent or object to a
legitimate interest, based on a specific purpose below or at a partner level in
the link under each purpose. These choices will be signaled to our vendors
participating in the Transparency and Consent Framework.
More information
Allow All


MANAGE CONSENT PREFERENCES

PERFORMANCE COOKIES

Performance Cookies

These cookies allow us to count visits and traffic sources so we can measure and
improve the performance of our site. They help us to know which pages are the
most and least popular and see how visitors move around the site.    All
information these cookies collect is aggregated and therefore anonymous. If you
do not allow these cookies we will not know when you have visited our site, and
will not be able to monitor its performance.

Cookies Details‎

FUNCTIONAL COOKIES

Functional Cookies

These cookies enable the website to provide enhanced functionality and
personalisation. They may be set by us or by third party providers whose
services we have added to our pages.    If you do not allow these cookies then
some or all of these services may not function properly.

Cookies Details‎

STRICTLY NECESSARY COOKIES

Always Active

These cookies are necessary for the website to function and cannot be switched
off in our systems. They are usually only set in response to actions made by you
which amount to a request for services, such as setting your privacy
preferences, logging in or filling in forms.    You can set your browser to
block or alert you about these cookies, but some parts of the site will not then
work. These cookies do not store any personally identifiable information.

Cookies Details‎

TARGETING COOKIES

Targeting Cookies

These cookies may be set through our site by our advertising partners. They may
be used by those companies to build a profile of your interests and show you
relevant adverts on other sites.    They do not store directly personal
information, but are based on uniquely identifying your browser and internet
device. If you do not allow these cookies, you will experience less targeted
advertising.

Cookies Details‎

STORE AND/OR ACCESS INFORMATION ON A DEVICE 689 PARTNERS CAN USE THIS PURPOSE

Store and/or access information on a device

Cookies, device or similar online identifiers (e.g. login-based identifiers,
randomly assigned identifiers, network based identifiers) together with other
information (e.g. browser type and information, language, screen size, supported
technologies etc.) can be stored or read on your device to recognise it each
time it connects to an app or to a website, for one or several of the purposes
presented here.

List of IAB Vendors‎ | View Illustrations 

PERSONALISED ADVERTISING AND CONTENT, ADVERTISING AND CONTENT MEASUREMENT,
AUDIENCE RESEARCH AND SERVICES DEVELOPMENT 820 PARTNERS CAN USE THIS PURPOSE

Personalised advertising and content, advertising and content measurement,
audience research and services development

 * USE LIMITED DATA TO SELECT ADVERTISING 632 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Advertising presented to you on this service can be based on limited data,
   such as the website or app you are using, your non-precise location, your
   device type or which content you are (or have been) interacting with (for
   example, to limit the number of times an ad is presented to you).
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

 * CREATE PROFILES FOR PERSONALISED ADVERTISING 508 PARTNERS CAN USE THIS
   PURPOSE
   
   Switch Label
   
   Information about your activity on this service (such as forms you submit,
   content you look at) can be stored and combined with other information about
   you (for example, information from your previous activity on this service and
   other websites or apps) or similar users. This is then used to build or
   improve a profile about you (that might include possible interests and
   personal aspects). Your profile can be used (also later) to present
   advertising that appears more relevant based on your possible interests by
   this and other entities.
   
   View Illustrations 

 * USE PROFILES TO SELECT PERSONALISED ADVERTISING 502 PARTNERS CAN USE THIS
   PURPOSE
   
   Switch Label
   
   Advertising presented to you on this service can be based on your advertising
   profiles, which can reflect your activity on this service or other websites
   or apps (like the forms you submit, content you look at), possible interests
   and personal aspects.
   
   View Illustrations 

 * CREATE PROFILES TO PERSONALISE CONTENT 223 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Information about your activity on this service (for instance, forms you
   submit, non-advertising content you look at) can be stored and combined with
   other information about you (such as your previous activity on this service
   or other websites or apps) or similar users. This is then used to build or
   improve a profile about you (which might for example include possible
   interests and personal aspects). Your profile can be used (also later) to
   present content that appears more relevant based on your possible interests,
   such as by adapting the order in which content is shown to you, so that it is
   even easier for you to find content that matches your interests.
   
   View Illustrations 

 * USE PROFILES TO SELECT PERSONALISED CONTENT 197 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Content presented to you on this service can be based on your content
   personalisation profiles, which can reflect your activity on this or other
   services (for instance, the forms you submit, content you look at), possible
   interests and personal aspects. This can for example be used to adapt the
   order in which content is shown to you, so that it is even easier for you to
   find (non-advertising) content that matches your interests.
   
   View Illustrations 

 * MEASURE ADVERTISING PERFORMANCE 737 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Information regarding which advertising is presented to you and how you
   interact with it can be used to determine how well an advert has worked for
   you or other users and whether the goals of the advertising were reached. For
   instance, whether you saw an ad, whether you clicked on it, whether it led
   you to buy a product or visit a website, etc. This is very helpful to
   understand the relevance of advertising campaigns.
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

 * MEASURE CONTENT PERFORMANCE 367 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Information regarding which content is presented to you and how you interact
   with it can be used to determine whether the (non-advertising) content e.g.
   reached its intended audience and matched your interests. For instance,
   whether you read an article, watch a video, listen to a podcast or look at a
   product description, how long you spent on this service and the web pages you
   visit etc. This is very helpful to understand the relevance of
   (non-advertising) content that is shown to you.
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

 * UNDERSTAND AUDIENCES THROUGH STATISTICS OR COMBINATIONS OF DATA FROM
   DIFFERENT SOURCES 460 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Reports can be generated based on the combination of data sets (like user
   profiles, statistics, market research, analytics data) regarding your
   interactions and those of other users with advertising or (non-advertising)
   content to identify common characteristics (for instance, to determine which
   target audiences are more receptive to an ad campaign or to certain
   contents).
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

 * DEVELOP AND IMPROVE SERVICES 551 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Information about your activity on this service, such as your interaction
   with ads or content, can be very helpful to improve products and services and
   to build new products and services based on user interactions, the type of
   audience, etc. This specific purpose does not include the development or
   improvement of user profiles and identifiers.
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

 * USE LIMITED DATA TO SELECT CONTENT 133 PARTNERS CAN USE THIS PURPOSE
   
   Switch Label
   
   Content presented to you on this service can be based on limited data, such
   as the website or app you are using, your non-precise location, your device
   type, or which content you are (or have been) interacting with (for example,
   to limit the number of times a video or an article is presented to you).
   
   View Illustrations 
   Object to Legitimate Interests Remove Objection

List of IAB Vendors‎

USE PRECISE GEOLOCATION DATA 261 PARTNERS CAN USE THIS SPECIAL FEATURE

Use precise geolocation data

With your acceptance, your precise location (within a radius of less than 500
metres) may be used in support of the purposes explained in this notice.

List of IAB Vendors‎

ACTIVELY SCAN DEVICE CHARACTERISTICS FOR IDENTIFICATION 129 PARTNERS CAN USE
THIS SPECIAL FEATURE

Actively scan device characteristics for identification

With your acceptance, certain characteristics specific to your device might be
requested and used to distinguish it from other devices (such as the installed
fonts or plugins, the resolution of your screen) in support of the purposes
explained in this notice.

List of IAB Vendors‎

ENSURE SECURITY, PREVENT AND DETECT FRAUD, AND FIX ERRORS 522 PARTNERS CAN USE
THIS SPECIAL PURPOSE

Always Active

Your data can be used to monitor for and prevent unusual and possibly fraudulent
activity (for example, regarding advertising, ad clicks by bots), and ensure
systems and processes work properly and securely. It can also be used to correct
any problems you, the publisher or the advertiser may encounter in the delivery
of content and ads and in your interaction with them.

List of IAB Vendors‎ | View Illustrations 

DELIVER AND PRESENT ADVERTISING AND CONTENT 524 PARTNERS CAN USE THIS SPECIAL
PURPOSE

Always Active

Certain information (like an IP address or device capabilities) is used to
ensure the technical compatibility of the content or advertising, and to
facilitate the transmission of the content or ad to your device.

List of IAB Vendors‎ | View Illustrations 

MATCH AND COMBINE DATA FROM OTHER DATA SOURCES 364 PARTNERS CAN USE THIS FEATURE

Always Active

Information about your activity on this service may be matched and combined with
other information relating to you and originating from various sources (for
instance your activity on a separate online service, your use of a loyalty card
in-store, or your answers to a survey), in support of the purposes explained in
this notice.

List of IAB Vendors‎

LINK DIFFERENT DEVICES 331 PARTNERS CAN USE THIS FEATURE

Always Active

In support of the purposes explained in this notice, your device might be
considered as likely linked to other devices that belong to you or your
household (for instance because you are logged in to the same service on both
your phone and your computer, or because you may use the same Internet
connection on both devices).

List of IAB Vendors‎

IDENTIFY DEVICES BASED ON INFORMATION TRANSMITTED AUTOMATICALLY 501 PARTNERS CAN
USE THIS FEATURE

Always Active

Your device might be distinguished from other devices based on information it
automatically sends when accessing the Internet (for instance, the IP address of
your Internet connection or the type of browser you are using) in support of the
purposes exposed in this notice.

List of IAB Vendors‎
Back Button


COOKIE LIST



Search Icon
Filter Icon

Clear
checkbox label label
Apply Cancel
Consent Leg.Interest
checkbox label label
checkbox label label
checkbox label label

Confirm My Choices